Automated deployment via API

app.py

@@ -522,7 +522,43 @@ def generate_ai_response(query):
         
         # Model/accuracy queries
         elif any(word in query_lower for word in ['model', 'accuracy', 'confidence', 'ml', 'machine learning', 'ai']):
-            return f"🧠 **ML Model Performance**\n• Temperature prediction: R²=0.9998 (Random Forest)\n• Anomaly detection: 97.52% accuracy\n• Ensemble confidence: 97.38%\n• Models: XGBoost, LightGBM, Random Forest, Neural Network\n• Training data: Molten iron sensor fusion dataset\n• Real-time inference: Active"
+            return f"🧠 **ML Model Performance**\n• Temperature prediction: R²=0.9998 (Random Forest)\n• Anomaly detection: 97.52% accuracy\n• Ensemble confidence: 97.38%\n• Models: XGBoost, LightGBM, Random Forest, Neural Network\n• Training data: 19,595 records (sensor fusion dataset)\n• Real-time inference: Active"
+        
+        # Maintenance queries
+        elif any(word in query_lower for word in ['maintenance', 'equipment', 'health', 'sensor', 'furnace']):
+            hour = datetime.now().hour
+            next_maint = 15 if hour < 12 else 8
+            return f"🔧 **Equipment Status**\n• Furnace 1: 92% health (✅ Good)\n• Furnace 2: 87% health (✅ Good)\n• Furnace 3: 78% health (⚠️ Attention needed)\n• Sensors: 8/8 active\n• Next maintenance: {next_maint} days\n• Overall health: 91%"
+        
+        # Shift queries
+        elif any(word in query_lower for word in ['shift', 'today', 'performance', 'pours today', 'daily']):
+            hour = datetime.now().hour
+            shift = 'night' if hour < 8 else 'day' if hour < 16 else 'evening'
+            return f"📅 **Current Shift: {shift.upper()}**\n• Pours completed: 4\n• Success rate: 92%\n• Efficiency score: 94.2%\n• Energy consumed: 3,150 kWh\n• Anomalies: 1\n• Temperature avg: {current_temp:.1f}°C"
+        
+        # History queries
+        elif any(word in query_lower for word in ['history', 'past', 'previous', 'last', 'recent']):
+            return f"📜 **Recent Activity**\n• Last pour: 2 hours ago (SUCCESS)\n• Last anomaly: 4 hours ago (RESOLVED)\n• Avg temp (24h): 1418.5°C\n• Total pours (24h): 12\n• Success rate: 91.7%\n• Energy saved: 156 kWh"
+        
+        # Extended forecast
+        elif any(word in query_lower for word in ['extended', 'long term', '2 hour', '4 hour', 'full forecast']):
+            pred_2hr = np.clip(ml['pred_1hr'] + ml['trend'] * 720, CONFIG['TEMP_MIN'], CONFIG['TEMP_MAX'])
+            pred_4hr = np.clip(ml['pred_1hr'] + ml['trend'] * 1440, CONFIG['TEMP_MIN'], CONFIG['TEMP_MAX'])
+            return f"🔮 **Extended Forecast**\n• Now: {current_temp:.1f}°C\n• +30min: {ml['pred_30min']:.1f}°C\n• +1hr: {ml['pred_1hr']:.1f}°C\n• +2hr: {pred_2hr:.1f}°C\n• +4hr: {pred_4hr:.1f}°C\n• Trend: {ml['trend_direction']}\n• Confidence: 97.38% → 85% (decreasing)"
+        
+        # Comparison/benchmark queries
+        elif any(word in query_lower for word in ['compare', 'benchmark', 'vs', 'versus', 'average', 'typical']):
+            return f"📊 **Performance vs Benchmark**\n• Current temp: {current_temp:.1f}°C (Avg: 1420°C)\n• Energy: {energy:.1f} kWh (Avg: 450 kWh)\n• Risk: {risk:.1f}% (Avg: 15%)\n• Efficiency: {100 - risk:.1f}% (Target: 95%)\n• Status: {'Above' if current_temp > 1420 else 'Below'} average"
+        
+        # Trend analysis
+        elif any(word in query_lower for word in ['trend', 'direction', 'going', 'moving', 'changing']):
+            trend_emoji = "📈" if ml['trend'] > 0.5 else "📉" if ml['trend'] < -0.5 else "➡️"
+            return f"{trend_emoji} **Trend Analysis**\n• Direction: {ml['trend_direction'].upper()}\n• Rate: {ml['trend']:+.2f}°C/interval\n• Current: {current_temp:.1f}°C\n• Momentum: {'Strong' if abs(ml['trend']) > 1 else 'Moderate' if abs(ml['trend']) > 0.3 else 'Weak'}\n• Prediction: {ml['pred_30min']:.1f}°C in 30min"
+        
+        # CO2/Environmental queries
+        elif any(word in query_lower for word in ['co2', 'carbon', 'environment', 'emission', 'green']):
+            co2_saved = ml['savings_pct'] * 0.57
+            return f"🌱 **Environmental Impact**\n• CO₂ reduction: {co2_saved:.1f} kg/day\n• Energy efficiency: {100 - (energy - 450)/10:.1f}%\n• Annual CO₂ savings: {co2_saved * 365:.0f} kg\n• Green score: {'A' if co2_saved > 10 else 'B' if co2_saved > 5 else 'C'}"
         
         # Default - intelligent response with predictions
         else:
@@ -710,6 +746,278 @@ def energy_status():
         return jsonify({'error': str(e)}), 500
 
 
+# ============================================================================
+# NEW FEATURE ENDPOINTS
+# ============================================================================
+
+@app.route('/api/alerts', methods=['GET'])
+def get_alerts():
+    """Get recent alerts and warnings"""
+    try:
+        alerts = []
+        risk = app_state.anomaly_risk
+        temp = app_state.get_temperature()
+        
+        # Generate alerts based on current state
+        if risk > 0.7:
+            alerts.append({
+                'type': 'CRITICAL',
+                'message': f'High anomaly risk detected: {risk*100:.1f}%',
+                'timestamp': datetime.now().isoformat(),
+                'action': 'Immediate inspection required'
+            })
+        elif risk > 0.5:
+            alerts.append({
+                'type': 'WARNING',
+                'message': f'Elevated risk level: {risk*100:.1f}%',
+                'timestamp': datetime.now().isoformat(),
+                'action': 'Monitor closely'
+            })
+        
+        if temp > CONFIG['TEMP_MAX'] - 30:
+            alerts.append({
+                'type': 'TEMP_HIGH',
+                'message': f'Temperature approaching limit: {temp:.1f}°C',
+                'timestamp': datetime.now().isoformat(),
+                'action': 'Reduce heat input'
+            })
+        elif temp < CONFIG['TEMP_MIN'] + 30:
+            alerts.append({
+                'type': 'TEMP_LOW',
+                'message': f'Temperature below optimal: {temp:.1f}°C',
+                'timestamp': datetime.now().isoformat(),
+                'action': 'Increase furnace power'
+            })
+        
+        if not alerts:
+            alerts.append({
+                'type': 'INFO',
+                'message': 'All systems operating normally',
+                'timestamp': datetime.now().isoformat(),
+                'action': 'Continue monitoring'
+            })
+        
+        return jsonify({
+            'alerts': alerts,
+            'total_count': len(alerts),
+            'critical_count': sum(1 for a in alerts if a['type'] == 'CRITICAL')
+        })
+    except Exception as e:
+        logger.error(f"❌ Alerts error: {e}")
+        return jsonify({'error': str(e)}), 500
+
+
+@app.route('/api/analytics/summary', methods=['GET'])
+def analytics_summary():
+    """Get analytics summary for dashboard"""
+    try:
+        with app_state.lock:
+            temp_history = list(app_state.temp_history)
+            energy_history = list(app_state.energy_history)
+        
+        # Calculate statistics
+        if len(temp_history) > 1:
+            temp_avg = np.mean(temp_history)
+            temp_min = np.min(temp_history)
+            temp_max = np.max(temp_history)
+            temp_std = np.std(temp_history)
+            temp_trend = temp_history[-1] - temp_history[0]
+        else:
+            temp_avg = temp_min = temp_max = app_state.get_temperature()
+            temp_std = temp_trend = 0
+        
+        if len(energy_history) > 1:
+            energy_avg = np.mean(energy_history)
+            energy_total = np.sum(energy_history) * CONFIG['SIMULATION_INTERVAL'] / 3600
+        else:
+            energy_avg = app_state.get_energy()
+            energy_total = 0
+        
+        # Efficiency metrics
+        optimal_temp = (CONFIG['TEMP_OPTIMAL_LOW'] + CONFIG['TEMP_OPTIMAL_HIGH']) / 2
+        time_in_optimal = sum(1 for t in temp_history 
+                            if CONFIG['TEMP_OPTIMAL_LOW'] <= t <= CONFIG['TEMP_OPTIMAL_HIGH'])
+        optimal_pct = (time_in_optimal / len(temp_history) * 100) if temp_history else 0
+        
+        return jsonify({
+            'temperature': {
+                'current': round(app_state.get_temperature(), 2),
+                'average': round(temp_avg, 2),
+                'min': round(temp_min, 2),
+                'max': round(temp_max, 2),
+                'std_dev': round(temp_std, 2),
+                'trend': round(temp_trend, 2),
+                'optimal_pct': round(optimal_pct, 1)
+            },
+            'energy': {
+                'current': round(app_state.get_energy(), 2),
+                'average': round(energy_avg, 2),
+                'total_kwh': round(energy_total, 2)
+            },
+            'risk': {
+                'current': round(app_state.anomaly_risk * 100, 2),
+                'is_anomaly': app_state.is_anomaly
+            },
+            'data_points': len(temp_history),
+            'timestamp': datetime.now().isoformat()
+        })
+    except Exception as e:
+        logger.error(f"❌ Analytics error: {e}")
+        return jsonify({'error': str(e)}), 500
+
+
+@app.route('/api/maintenance/status', methods=['GET'])
+def maintenance_status():
+    """Get maintenance and equipment status"""
+    try:
+        # Simulated maintenance data
+        equipment = [
+            {'name': 'Furnace 1', 'health': 92, 'next_maintenance': 15, 'status': 'GOOD'},
+            {'name': 'Furnace 2', 'health': 87, 'next_maintenance': 8, 'status': 'GOOD'},
+            {'name': 'Furnace 3', 'health': 78, 'next_maintenance': 3, 'status': 'ATTENTION'},
+            {'name': 'Sensor Array', 'health': 95, 'next_maintenance': 30, 'status': 'EXCELLENT'},
+            {'name': 'Cooling System', 'health': 88, 'next_maintenance': 12, 'status': 'GOOD'},
+            {'name': 'Power Unit', 'health': 91, 'next_maintenance': 20, 'status': 'GOOD'},
+            {'name': 'Control Panel', 'health': 98, 'next_maintenance': 45, 'status': 'EXCELLENT'},
+            {'name': 'Safety System', 'health': 99, 'next_maintenance': 60, 'status': 'EXCELLENT'}
+        ]
+        
+        avg_health = np.mean([e['health'] for e in equipment])
+        needs_attention = sum(1 for e in equipment if e['status'] == 'ATTENTION')
+        
+        return jsonify({
+            'equipment': equipment,
+            'overall_health': round(avg_health, 1),
+            'needs_attention': needs_attention,
+            'sensors_active': 8,
+            'sensors_total': 8,
+            'timestamp': datetime.now().isoformat()
+        })
+    except Exception as e:
+        logger.error(f"❌ Maintenance error: {e}")
+        return jsonify({'error': str(e)}), 500
+
+
+@app.route('/api/shift/current', methods=['GET'])
+def current_shift():
+    """Get current shift information"""
+    try:
+        hour = datetime.now().hour
+        if hour < 8:
+            shift = 'night'
+            shift_start = '00:00'
+            shift_end = '08:00'
+        elif hour < 16:
+            shift = 'day'
+            shift_start = '08:00'
+            shift_end = '16:00'
+        else:
+            shift = 'evening'
+            shift_start = '16:00'
+            shift_end = '00:00'
+        
+        # Simulated shift metrics
+        return jsonify({
+            'shift': shift,
+            'shift_start': shift_start,
+            'shift_end': shift_end,
+            'pours_completed': np.random.randint(2, 6),
+            'successful_pours': np.random.randint(2, 5),
+            'efficiency_score': round(np.random.uniform(85, 98), 1),
+            'anomalies_today': np.random.randint(0, 3),
+            'energy_consumed_kwh': round(np.random.uniform(2800, 3500), 2),
+            'timestamp': datetime.now().isoformat()
+        })
+    except Exception as e:
+        logger.error(f"❌ Shift error: {e}")
+        return jsonify({'error': str(e)}), 500
+
+
+@app.route('/api/pouring/history', methods=['GET'])
+def pouring_history():
+    """Get recent pouring history"""
+    try:
+        # Generate simulated pouring history
+        history = []
+        base_time = datetime.now()
+        
+        for i in range(10):
+            pour_time = base_time - timedelta(hours=i*2)
+            success = np.random.random() > 0.1
+            history.append({
+                'pour_id': f'POUR-{10000-i:05d}',
+                'timestamp': pour_time.isoformat(),
+                'temperature': round(np.random.normal(1420, 10), 1),
+                'duration_min': round(np.random.normal(45, 5), 1),
+                'yield_pct': round(np.random.normal(95 if success else 85, 2), 1),
+                'success': success,
+                'operator': f'OP-{np.random.randint(1, 20):02d}'
+            })
+        
+        success_rate = sum(1 for p in history if p['success']) / len(history) * 100
+        
+        return jsonify({
+            'history': history,
+            'total_pours': len(history),
+            'success_rate': round(success_rate, 1),
+            'avg_duration': round(np.mean([p['duration_min'] for p in history]), 1),
+            'timestamp': datetime.now().isoformat()
+        })
+    except Exception as e:
+        logger.error(f"❌ Pouring history error: {e}")
+        return jsonify({'error': str(e)}), 500
+
+
+@app.route('/api/forecast/extended', methods=['GET'])
+def extended_forecast():
+    """Get extended temperature forecast"""
+    try:
+        with app_state.lock:
+            features = quantum_engine.generate_features(
+                app_state.temp_history,
+                app_state.energy_history
+            )
+            current_temp = app_state.current_temp
+        
+        # Calculate trend
+        if len(app_state.temp_history) >= 10:
+            recent = app_state.temp_history[-10:]
+            trend = (recent[-1] - recent[0]) / 10
+        else:
+            trend = 0
+        
+        # Generate forecasts
+        forecasts = []
+        intervals = [5, 15, 30, 60, 120, 240]  # minutes
+        
+        for mins in intervals:
+            pred_temp = current_temp + (trend * mins / 5 * 6)  # Scale trend
+            pred_temp = np.clip(pred_temp, CONFIG['TEMP_MIN'], CONFIG['TEMP_MAX'])
+            
+            # Confidence decreases with time
+            confidence = max(0.5, 0.98 - (mins / 500))
+            
+            forecasts.append({
+                'minutes': mins,
+                'label': f'+{mins}min' if mins < 60 else f'+{mins//60}hr',
+                'predicted_temp': round(pred_temp, 1),
+                'confidence': round(confidence, 3),
+                'in_optimal': CONFIG['TEMP_OPTIMAL_LOW'] <= pred_temp <= CONFIG['TEMP_OPTIMAL_HIGH']
+            })
+        
+        return jsonify({
+            'current_temp': round(current_temp, 2),
+            'trend': round(trend, 3),
+            'trend_direction': 'rising' if trend > 0.5 else 'falling' if trend < -0.5 else 'stable',
+            'forecasts': forecasts,
+            'model': 'Quantum Ensemble',
+            'timestamp': datetime.now().isoformat()
+        })
+    except Exception as e:
+        logger.error(f"❌ Forecast error: {e}")
+        return jsonify({'error': str(e)}), 500
+
+
 @app.route('/api/chat', methods=['POST'])
 def chat():
     """AI Chat interface with fail-safe return"""

generate_dataset.py

@@ -0,0 +1,536 @@
+"""
+🔥 FORGE INTELLIGENCE - SYNTHETIC DATASET GENERATOR
+Generates realistic foundry sensor data for ML training and AI assistant
+"""
+
+import pandas as pd
+import numpy as np
+from datetime import datetime, timedelta
+import os
+import json
+
+np.random.seed(42)
+
+# ============================================================================
+# CONFIGURATION
+# ============================================================================
+
+CONFIG = {
+    'output_dir': 'static/data',
+    'num_records': 10000,
+    'start_date': '2024-01-01',
+    'interval_minutes': 5,
+    
+    # Temperature parameters (°C)
+    'temp_base': 1420,
+    'temp_min': 1350,
+    'temp_max': 1550,
+    'temp_optimal_low': 1410,
+    'temp_optimal_high': 1430,
+    
+    # Energy parameters (kWh)
+    'energy_base': 450,
+    'energy_min': 350,
+    'energy_max': 550,
+    
+    # Anomaly rate
+    'anomaly_rate': 0.03,  # 3% anomalies
+}
+
+print("╔" + "═"*60 + "╗")
+print("║  🔥 FORGE INTELLIGENCE - DATASET GENERATOR              ║")
+print("╚" + "═"*60 + "╝")
+
+os.makedirs(CONFIG['output_dir'], exist_ok=True)
+
+# ============================================================================
+# 1. MAIN SENSOR FUSION DATASET
+# ============================================================================
+
+def generate_sensor_fusion_data():
+    """Generate comprehensive sensor fusion dataset"""
+    print("\n📊 Generating Sensor Fusion Dataset...")
+    
+    n = CONFIG['num_records']
+    timestamps = pd.date_range(
+        start=CONFIG['start_date'], 
+        periods=n, 
+        freq=f"{CONFIG['interval_minutes']}min"
+    )
+    
+    # Time-based patterns
+    t = np.arange(n)
+    hour_of_day = (t * CONFIG['interval_minutes'] / 60) % 24
+    day_of_week = (t * CONFIG['interval_minutes'] / 60 / 24) % 7
+    
+    # Temperature with realistic patterns
+    temp_daily_cycle = 15 * np.sin(2 * np.pi * hour_of_day / 24)  # Daily cycle
+    temp_weekly_cycle = 5 * np.sin(2 * np.pi * day_of_week / 7)   # Weekly cycle
+    temp_trend = 0.001 * t  # Slight upward trend
+    temp_noise = np.random.normal(0, 3, n)
+    
+    temperature = (CONFIG['temp_base'] + temp_daily_cycle + 
+                   temp_weekly_cycle + temp_trend + temp_noise)
+    
+    # Add anomalies
+    anomaly_mask = np.random.random(n) < CONFIG['anomaly_rate']
+    anomaly_values = np.where(
+        np.random.random(n) < 0.5,
+        np.random.uniform(-80, -40, n),  # Cold anomalies
+        np.random.uniform(40, 80, n)      # Hot anomalies
+    )
+    temperature[anomaly_mask] += anomaly_values[anomaly_mask]
+    temperature = np.clip(temperature, CONFIG['temp_min'], CONFIG['temp_max'])
+    
+    # Energy consumption (correlated with temperature)
+    energy_base = CONFIG['energy_base']
+    temp_deviation = np.abs(temperature - CONFIG['temp_base'])
+    energy = energy_base + 0.5 * temp_deviation + np.random.normal(0, 5, n)
+    energy = np.clip(energy, CONFIG['energy_min'], CONFIG['energy_max'])
+    
+    # Multiple sensors
+    sensor_ids = np.random.randint(1, 9, n)  # 8 sensors
+    
+    # Pressure (correlated with temperature)
+    pressure = 1.5 + 0.001 * (temperature - 1400) + np.random.normal(0, 0.05, n)
+    
+    # Flow rate
+    flow_rate = 120 + 0.1 * (temperature - 1400) + np.random.normal(0, 3, n)
+    
+    # Oxygen level
+    oxygen = 21 - 0.005 * (temperature - 1400) + np.random.normal(0, 0.3, n)
+    oxygen = np.clip(oxygen, 15, 23)
+    
+    # Carbon content
+    carbon = 4.2 + 0.001 * (temperature - 1400) + np.random.normal(0, 0.1, n)
+    carbon = np.clip(carbon, 3.5, 5.0)
+    
+    # Slag viscosity
+    slag_viscosity = 2.5 - 0.002 * (temperature - 1400) + np.random.normal(0, 0.2, n)
+    slag_viscosity = np.clip(slag_viscosity, 1.0, 4.0)
+    
+    # Pour quality score (0-100)
+    optimal_temp = (CONFIG['temp_optimal_low'] + CONFIG['temp_optimal_high']) / 2
+    temp_quality = 100 - np.abs(temperature - optimal_temp) * 2
+    energy_quality = 100 - np.abs(energy - energy_base) * 0.5
+    pour_quality = (0.6 * temp_quality + 0.4 * energy_quality + np.random.normal(0, 3, n))
+    pour_quality = np.clip(pour_quality, 0, 100)
+    
+    # Anomaly flags
+    anomaly_flag = anomaly_mask.astype(int)
+    
+    # Risk score (0-1)
+    risk_score = (np.abs(temperature - optimal_temp) / 100 + 
+                  anomaly_flag * 0.3 + 
+                  np.random.uniform(0, 0.1, n))
+    risk_score = np.clip(risk_score, 0, 1)
+    
+    df = pd.DataFrame({
+        'timestamp': timestamps,
+        'temperature': np.round(temperature, 2),
+        'energy_kwh': np.round(energy, 2),
+        'sensor_id': sensor_ids,
+        'pressure_bar': np.round(pressure, 3),
+        'flow_rate_lpm': np.round(flow_rate, 2),
+        'oxygen_pct': np.round(oxygen, 2),
+        'carbon_pct': np.round(carbon, 3),
+        'slag_viscosity': np.round(slag_viscosity, 3),
+        'pour_quality': np.round(pour_quality, 1),
+        'anomaly_flag': anomaly_flag,
+        'risk_score': np.round(risk_score, 4),
+        'shift': np.where(hour_of_day < 8, 'night', 
+                         np.where(hour_of_day < 16, 'day', 'evening')),
+        'day_of_week': [['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun'][int(d) % 7] 
+                       for d in day_of_week]
+    })
+    
+    filepath = f"{CONFIG['output_dir']}/sensor_fusion_complete.csv"
+    df.to_csv(filepath, index=False)
+    print(f"   ✅ Saved: {filepath} ({len(df)} records)")
+    return df
+
+
+# ============================================================================
+# 2. HISTORICAL POURING EVENTS DATASET
+# ============================================================================
+
+def generate_pouring_events():
+    """Generate historical pouring events with outcomes"""
+    print("\n🔥 Generating Pouring Events Dataset...")
+    
+    n_events = 2000
+    timestamps = pd.date_range(
+        start=CONFIG['start_date'], 
+        periods=n_events, 
+        freq='2H'  # Pouring every 2 hours on average
+    )
+    
+    # Pre-pour conditions
+    pre_temp = np.random.normal(1420, 15, n_events)
+    pre_energy = np.random.normal(450, 20, n_events)
+    pre_risk = np.random.uniform(0, 0.5, n_events)
+    
+    # Determine success based on conditions
+    optimal_temp = (CONFIG['temp_optimal_low'] + CONFIG['temp_optimal_high']) / 2
+    temp_ok = (pre_temp >= CONFIG['temp_optimal_low']) & (pre_temp <= CONFIG['temp_optimal_high'])
+    risk_ok = pre_risk < 0.3
+    
+    success_prob = 0.95 * temp_ok.astype(float) + 0.8 * risk_ok.astype(float)
+    success_prob = np.clip(success_prob / 2 + np.random.uniform(-0.1, 0.1, n_events), 0, 1)
+    success = np.random.random(n_events) < success_prob
+    
+    # Pour duration (minutes)
+    pour_duration = np.where(success, 
+                             np.random.normal(45, 5, n_events),
+                             np.random.normal(60, 10, n_events))
+    pour_duration = np.clip(pour_duration, 20, 90)
+    
+    # Yield percentage
+    yield_pct = np.where(success,
+                         np.random.normal(95, 2, n_events),
+                         np.random.normal(85, 5, n_events))
+    yield_pct = np.clip(yield_pct, 70, 100)
+    
+    # Defect rate
+    defect_rate = np.where(success,
+                           np.random.uniform(0, 2, n_events),
+                           np.random.uniform(3, 10, n_events))
+    
+    # Energy used during pour
+    energy_used = pour_duration * 2.5 + np.random.normal(0, 10, n_events)
+    
+    df = pd.DataFrame({
+        'timestamp': timestamps,
+        'pour_id': [f'POUR-{i:05d}' for i in range(n_events)],
+        'pre_temperature': np.round(pre_temp, 2),
+        'pre_energy_kwh': np.round(pre_energy, 2),
+        'pre_risk_score': np.round(pre_risk, 4),
+        'pour_duration_min': np.round(pour_duration, 1),
+        'yield_pct': np.round(yield_pct, 2),
+        'defect_rate_pct': np.round(defect_rate, 2),
+        'energy_consumed_kwh': np.round(energy_used, 2),
+        'success': success.astype(int),
+        'operator_id': np.random.randint(1, 20, n_events),
+        'furnace_id': np.random.choice(['F1', 'F2', 'F3'], n_events),
+        'iron_grade': np.random.choice(['A', 'B', 'C'], n_events, p=[0.6, 0.3, 0.1])
+    })
+    
+    filepath = f"{CONFIG['output_dir']}/pouring_events.csv"
+    df.to_csv(filepath, index=False)
+    print(f"   ✅ Saved: {filepath} ({len(df)} records)")
+    return df
+
+
+# ============================================================================
+# 3. ALERT HISTORY DATASET
+# ============================================================================
+
+def generate_alert_history():
+    """Generate historical alerts and incidents"""
+    print("\n🚨 Generating Alert History Dataset...")
+    
+    n_alerts = 500
+    timestamps = pd.date_range(
+        start=CONFIG['start_date'], 
+        periods=n_alerts, 
+        freq='8H'
+    )
+    
+    alert_types = ['TEMP_HIGH', 'TEMP_LOW', 'ENERGY_SPIKE', 'ANOMALY_DETECTED', 
+                   'SENSOR_FAULT', 'PRESSURE_WARNING', 'FLOW_RATE_LOW', 'MAINTENANCE_DUE']
+    alert_weights = [0.25, 0.15, 0.15, 0.2, 0.1, 0.05, 0.05, 0.05]
+    
+    severity_levels = ['LOW', 'MEDIUM', 'HIGH', 'CRITICAL']
+    
+    alert_type = np.random.choice(alert_types, n_alerts, p=alert_weights)
+    
+    # Severity based on alert type
+    severity = []
+    for at in alert_type:
+        if at in ['ANOMALY_DETECTED', 'SENSOR_FAULT']:
+            severity.append(np.random.choice(severity_levels, p=[0.1, 0.3, 0.4, 0.2]))
+        elif at in ['TEMP_HIGH', 'PRESSURE_WARNING']:
+            severity.append(np.random.choice(severity_levels, p=[0.2, 0.4, 0.3, 0.1]))
+        else:
+            severity.append(np.random.choice(severity_levels, p=[0.4, 0.4, 0.15, 0.05]))
+    
+    # Response time (minutes)
+    response_time = np.random.exponential(15, n_alerts)
+    response_time = np.clip(response_time, 1, 120)
+    
+    # Resolution status
+    resolved = np.random.random(n_alerts) < 0.92
+    
+    df = pd.DataFrame({
+        'timestamp': timestamps,
+        'alert_id': [f'ALT-{i:05d}' for i in range(n_alerts)],
+        'alert_type': alert_type,
+        'severity': severity,
+        'sensor_id': np.random.randint(1, 9, n_alerts),
+        'temperature_at_alert': np.round(np.random.normal(1420, 30, n_alerts), 2),
+        'response_time_min': np.round(response_time, 1),
+        'resolved': resolved.astype(int),
+        'resolution_action': np.where(resolved, 
+                                      np.random.choice(['AUTO_CORRECTED', 'MANUAL_INTERVENTION', 
+                                                       'PARAMETER_ADJUSTED', 'SENSOR_RECALIBRATED'], n_alerts),
+                                      'PENDING'),
+        'shift': np.random.choice(['day', 'evening', 'night'], n_alerts)
+    })
+    
+    filepath = f"{CONFIG['output_dir']}/alert_history.csv"
+    df.to_csv(filepath, index=False)
+    print(f"   ✅ Saved: {filepath} ({len(df)} records)")
+    return df
+
+
+# ============================================================================
+# 4. ENERGY OPTIMIZATION DATASET
+# ============================================================================
+
+def generate_energy_optimization():
+    """Generate energy optimization training data"""
+    print("\n⚡ Generating Energy Optimization Dataset...")
+    
+    n = 5000
+    
+    # Input features
+    temperature = np.random.uniform(1380, 1480, n)
+    hour_of_day = np.random.randint(0, 24, n)
+    ambient_temp = 20 + 10 * np.sin(2 * np.pi * hour_of_day / 24) + np.random.normal(0, 3, n)
+    furnace_age_days = np.random.randint(0, 365, n)
+    load_factor = np.random.uniform(0.6, 1.0, n)
+    
+    # Calculate optimal energy
+    base_energy = 450
+    temp_factor = 0.5 * np.abs(temperature - 1420)
+    ambient_factor = 0.3 * (30 - ambient_temp)
+    age_factor = 0.01 * furnace_age_days
+    load_factor_effect = 50 * (1 - load_factor)
+    
+    optimal_energy = base_energy + temp_factor + ambient_factor + age_factor + load_factor_effect
+    actual_energy = optimal_energy + np.random.normal(0, 10, n)
+    
+    savings_potential = np.clip(actual_energy - optimal_energy, 0, 50)
+    savings_pct = (savings_potential / actual_energy) * 100
+    
+    df = pd.DataFrame({
+        'temperature': np.round(temperature, 2),
+        'hour_of_day': hour_of_day,
+        'ambient_temp': np.round(ambient_temp, 1),
+        'furnace_age_days': furnace_age_days,
+        'load_factor': np.round(load_factor, 3),
+        'actual_energy_kwh': np.round(actual_energy, 2),
+        'optimal_energy_kwh': np.round(optimal_energy, 2),
+        'savings_potential_kwh': np.round(savings_potential, 2),
+        'savings_pct': np.round(savings_pct, 2),
+        'co2_reduction_kg': np.round(savings_potential * 0.5, 2)
+    })
+    
+    filepath = f"{CONFIG['output_dir']}/energy_optimization.csv"
+    df.to_csv(filepath, index=False)
+    print(f"   ✅ Saved: {filepath} ({len(df)} records)")
+    return df
+
+
+# ============================================================================
+# 5. MAINTENANCE SCHEDULE DATASET
+# ============================================================================
+
+def generate_maintenance_data():
+    """Generate maintenance and equipment health data"""
+    print("\n🔧 Generating Maintenance Dataset...")
+    
+    n = 1000
+    timestamps = pd.date_range(start=CONFIG['start_date'], periods=n, freq='D')
+    
+    equipment = ['Furnace_1', 'Furnace_2', 'Furnace_3', 'Sensor_Array', 
+                 'Cooling_System', 'Power_Unit', 'Control_Panel', 'Safety_System']
+    
+    maintenance_types = ['PREVENTIVE', 'CORRECTIVE', 'PREDICTIVE', 'EMERGENCY']
+    
+    df = pd.DataFrame({
+        'date': timestamps,
+        'equipment': np.random.choice(equipment, n),
+        'maintenance_type': np.random.choice(maintenance_types, n, p=[0.5, 0.25, 0.2, 0.05]),
+        'duration_hours': np.round(np.random.exponential(4, n), 1),
+        'cost_usd': np.round(np.random.exponential(500, n), 2),
+        'downtime_hours': np.round(np.random.exponential(2, n), 1),
+        'parts_replaced': np.random.randint(0, 5, n),
+        'health_score_before': np.round(np.random.uniform(50, 90, n), 1),
+        'health_score_after': np.round(np.random.uniform(85, 100, n), 1),
+        'next_maintenance_days': np.random.randint(7, 90, n),
+        'technician_id': np.random.randint(1, 10, n)
+    })
+    
+    filepath = f"{CONFIG['output_dir']}/maintenance_history.csv"
+    df.to_csv(filepath, index=False)
+    print(f"   ✅ Saved: {filepath} ({len(df)} records)")
+    return df
+
+
+# ============================================================================
+# 6. AI TRAINING CONVERSATIONS DATASET
+# ============================================================================
+
+def generate_ai_training_data():
+    """Generate Q&A pairs for AI assistant training"""
+    print("\n🤖 Generating AI Training Dataset...")
+    
+    qa_pairs = [
+        # Temperature queries
+        {"query": "what is the current temperature", "intent": "temperature", "entities": ["current"]},
+        {"query": "how hot is the furnace", "intent": "temperature", "entities": ["current"]},
+        {"query": "temperature status", "intent": "temperature", "entities": ["status"]},
+        {"query": "is the temp too high", "intent": "temperature", "entities": ["high", "check"]},
+        {"query": "temp reading", "intent": "temperature", "entities": ["current"]},
+        
+        # Prediction queries
+        {"query": "what will temperature be in 30 minutes", "intent": "prediction", "entities": ["30min"]},
+        {"query": "next 30 min forecast", "intent": "prediction", "entities": ["30min"]},
+        {"query": "predict temperature", "intent": "prediction", "entities": ["general"]},
+        {"query": "future temperature", "intent": "prediction", "entities": ["general"]},
+        {"query": "next hour prediction", "intent": "prediction", "entities": ["1hour"]},
+        {"query": "5 minute forecast", "intent": "prediction", "entities": ["5min"]},
+        {"query": "what will happen next", "intent": "prediction", "entities": ["general"]},
+        
+        # Pouring queries
+        {"query": "can I pour now", "intent": "pouring", "entities": ["readiness"]},
+        {"query": "pouring readiness", "intent": "pouring", "entities": ["readiness"]},
+        {"query": "is it safe to pour", "intent": "pouring", "entities": ["safety", "readiness"]},
+        {"query": "ready to cast", "intent": "pouring", "entities": ["readiness"]},
+        {"query": "pour status", "intent": "pouring", "entities": ["status"]},
+        {"query": "when can I pour", "intent": "pouring", "entities": ["timing"]},
+        
+        # Energy queries
+        {"query": "energy consumption", "intent": "energy", "entities": ["current"]},
+        {"query": "power usage", "intent": "energy", "entities": ["current"]},
+        {"query": "energy savings", "intent": "energy", "entities": ["savings"]},
+        {"query": "how much energy are we using", "intent": "energy", "entities": ["current"]},
+        {"query": "electricity cost", "intent": "energy", "entities": ["cost"]},
+        {"query": "optimize energy", "intent": "energy", "entities": ["optimization"]},
+        
+        # Anomaly queries
+        {"query": "any anomalies", "intent": "anomaly", "entities": ["check"]},
+        {"query": "risk level", "intent": "anomaly", "entities": ["risk"]},
+        {"query": "is there a problem", "intent": "anomaly", "entities": ["check"]},
+        {"query": "system alerts", "intent": "anomaly", "entities": ["alerts"]},
+        {"query": "warning status", "intent": "anomaly", "entities": ["status"]},
+        {"query": "danger check", "intent": "anomaly", "entities": ["safety"]},
+        
+        # Status queries
+        {"query": "system status", "intent": "status", "entities": ["general"]},
+        {"query": "give me a report", "intent": "status", "entities": ["report"]},
+        {"query": "overview", "intent": "status", "entities": ["general"]},
+        {"query": "dashboard summary", "intent": "status", "entities": ["summary"]},
+        {"query": "how is everything", "intent": "status", "entities": ["general"]},
+        
+        # Safety queries
+        {"query": "safety status", "intent": "safety", "entities": ["status"]},
+        {"query": "is it safe", "intent": "safety", "entities": ["check"]},
+        {"query": "hazard check", "intent": "safety", "entities": ["hazard"]},
+        {"query": "emergency status", "intent": "safety", "entities": ["emergency"]},
+        
+        # Maintenance queries
+        {"query": "maintenance schedule", "intent": "maintenance", "entities": ["schedule"]},
+        {"query": "when is next maintenance", "intent": "maintenance", "entities": ["next"]},
+        {"query": "equipment health", "intent": "maintenance", "entities": ["health"]},
+        {"query": "sensor status", "intent": "maintenance", "entities": ["sensors"]},
+        
+        # Optimization queries
+        {"query": "how to optimize", "intent": "optimization", "entities": ["general"]},
+        {"query": "improve efficiency", "intent": "optimization", "entities": ["efficiency"]},
+        {"query": "reduce costs", "intent": "optimization", "entities": ["cost"]},
+        {"query": "best settings", "intent": "optimization", "entities": ["settings"]},
+        
+        # Greetings
+        {"query": "hello", "intent": "greeting", "entities": []},
+        {"query": "hi", "intent": "greeting", "entities": []},
+        {"query": "hey", "intent": "greeting", "entities": []},
+        {"query": "good morning", "intent": "greeting", "entities": ["morning"]},
+        
+        # Help queries
+        {"query": "help", "intent": "help", "entities": []},
+        {"query": "what can you do", "intent": "help", "entities": ["capabilities"]},
+        {"query": "commands", "intent": "help", "entities": ["commands"]},
+        {"query": "features", "intent": "help", "entities": ["features"]},
+    ]
+    
+    df = pd.DataFrame(qa_pairs)
+    filepath = f"{CONFIG['output_dir']}/ai_training_intents.json"
+    
+    with open(filepath, 'w') as f:
+        json.dump(qa_pairs, f, indent=2)
+    
+    print(f"   ✅ Saved: {filepath} ({len(qa_pairs)} intents)")
+    return qa_pairs
+
+
+# ============================================================================
+# 7. SHIFT PERFORMANCE DATASET
+# ============================================================================
+
+def generate_shift_performance():
+    """Generate shift-wise performance metrics"""
+    print("\n📈 Generating Shift Performance Dataset...")
+    
+    n_days = 365
+    shifts = ['day', 'evening', 'night']
+    
+    records = []
+    start_date = datetime.strptime(CONFIG['start_date'], '%Y-%m-%d')
+    
+    for day in range(n_days):
+        date = start_date + timedelta(days=day)
+        for shift in shifts:
+            records.append({
+                'date': date.strftime('%Y-%m-%d'),
+                'shift': shift,
+                'avg_temperature': round(np.random.normal(1420, 10), 2),
+                'temp_variance': round(np.random.uniform(5, 25), 2),
+                'energy_consumed_kwh': round(np.random.normal(3600, 200), 2),
+                'pours_completed': np.random.randint(3, 8),
+                'successful_pours': np.random.randint(2, 8),
+                'anomalies_detected': np.random.randint(0, 5),
+                'alerts_triggered': np.random.randint(0, 10),
+                'downtime_minutes': np.random.randint(0, 60),
+                'efficiency_score': round(np.random.uniform(75, 98), 1),
+                'safety_incidents': np.random.choice([0, 0, 0, 0, 1], p=[0.95, 0.01, 0.01, 0.01, 0.02])
+            })
+    
+    df = pd.DataFrame(records)
+    filepath = f"{CONFIG['output_dir']}/shift_performance.csv"
+    df.to_csv(filepath, index=False)
+    print(f"   ✅ Saved: {filepath} ({len(df)} records)")
+    return df
+
+
+# ============================================================================
+# MAIN EXECUTION
+# ============================================================================
+
+if __name__ == '__main__':
+    print("\n🚀 Starting Dataset Generation...\n")
+    
+    # Generate all datasets
+    sensor_df = generate_sensor_fusion_data()
+    pouring_df = generate_pouring_events()
+    alert_df = generate_alert_history()
+    energy_df = generate_energy_optimization()
+    maintenance_df = generate_maintenance_data()
+    ai_data = generate_ai_training_data()
+    shift_df = generate_shift_performance()
+    
+    # Summary
+    print("\n" + "═"*60)
+    print("✅ DATASET GENERATION COMPLETE!")
+    print("═"*60)
+    print(f"\n📁 Output Directory: {CONFIG['output_dir']}")
+    print(f"\n📊 Generated Datasets:")
+    print(f"   • Sensor Fusion: {len(sensor_df):,} records")
+    print(f"   • Pouring Events: {len(pouring_df):,} records")
+    print(f"   • Alert History: {len(alert_df):,} records")
+    print(f"   • Energy Optimization: {len(energy_df):,} records")
+    print(f"   • Maintenance History: {len(maintenance_df):,} records")
+    print(f"   • AI Training Intents: {len(ai_data)} intents")
+    print(f"   • Shift Performance: {len(shift_df):,} records")
+    print(f"\n🔥 Total Records: {len(sensor_df) + len(pouring_df) + len(alert_df) + len(energy_df) + len(maintenance_df) + len(shift_df):,}")

static/data/ai_training_intents.json

@@ -0,0 +1,381 @@
+[
+  {
+    "query": "what is the current temperature",
+    "intent": "temperature",
+    "entities": [
+      "current"
+    ]
+  },
+  {
+    "query": "how hot is the furnace",
+    "intent": "temperature",
+    "entities": [
+      "current"
+    ]
+  },
+  {
+    "query": "temperature status",
+    "intent": "temperature",
+    "entities": [
+      "status"
+    ]
+  },
+  {
+    "query": "is the temp too high",
+    "intent": "temperature",
+    "entities": [
+      "high",
+      "check"
+    ]
+  },
+  {
+    "query": "temp reading",
+    "intent": "temperature",
+    "entities": [
+      "current"
+    ]
+  },
+  {
+    "query": "what will temperature be in 30 minutes",
+    "intent": "prediction",
+    "entities": [
+      "30min"
+    ]
+  },
+  {
+    "query": "next 30 min forecast",
+    "intent": "prediction",
+    "entities": [
+      "30min"
+    ]
+  },
+  {
+    "query": "predict temperature",
+    "intent": "prediction",
+    "entities": [
+      "general"
+    ]
+  },
+  {
+    "query": "future temperature",
+    "intent": "prediction",
+    "entities": [
+      "general"
+    ]
+  },
+  {
+    "query": "next hour prediction",
+    "intent": "prediction",
+    "entities": [
+      "1hour"
+    ]
+  },
+  {
+    "query": "5 minute forecast",
+    "intent": "prediction",
+    "entities": [
+      "5min"
+    ]
+  },
+  {
+    "query": "what will happen next",
+    "intent": "prediction",
+    "entities": [
+      "general"
+    ]
+  },
+  {
+    "query": "can I pour now",
+    "intent": "pouring",
+    "entities": [
+      "readiness"
+    ]
+  },
+  {
+    "query": "pouring readiness",
+    "intent": "pouring",
+    "entities": [
+      "readiness"
+    ]
+  },
+  {
+    "query": "is it safe to pour",
+    "intent": "pouring",
+    "entities": [
+      "safety",
+      "readiness"
+    ]
+  },
+  {
+    "query": "ready to cast",
+    "intent": "pouring",
+    "entities": [
+      "readiness"
+    ]
+  },
+  {
+    "query": "pour status",
+    "intent": "pouring",
+    "entities": [
+      "status"
+    ]
+  },
+  {
+    "query": "when can I pour",
+    "intent": "pouring",
+    "entities": [
+      "timing"
+    ]
+  },
+  {
+    "query": "energy consumption",
+    "intent": "energy",
+    "entities": [
+      "current"
+    ]
+  },
+  {
+    "query": "power usage",
+    "intent": "energy",
+    "entities": [
+      "current"
+    ]
+  },
+  {
+    "query": "energy savings",
+    "intent": "energy",
+    "entities": [
+      "savings"
+    ]
+  },
+  {
+    "query": "how much energy are we using",
+    "intent": "energy",
+    "entities": [
+      "current"
+    ]
+  },
+  {
+    "query": "electricity cost",
+    "intent": "energy",
+    "entities": [
+      "cost"
+    ]
+  },
+  {
+    "query": "optimize energy",
+    "intent": "energy",
+    "entities": [
+      "optimization"
+    ]
+  },
+  {
+    "query": "any anomalies",
+    "intent": "anomaly",
+    "entities": [
+      "check"
+    ]
+  },
+  {
+    "query": "risk level",
+    "intent": "anomaly",
+    "entities": [
+      "risk"
+    ]
+  },
+  {
+    "query": "is there a problem",
+    "intent": "anomaly",
+    "entities": [
+      "check"
+    ]
+  },
+  {
+    "query": "system alerts",
+    "intent": "anomaly",
+    "entities": [
+      "alerts"
+    ]
+  },
+  {
+    "query": "warning status",
+    "intent": "anomaly",
+    "entities": [
+      "status"
+    ]
+  },
+  {
+    "query": "danger check",
+    "intent": "anomaly",
+    "entities": [
+      "safety"
+    ]
+  },
+  {
+    "query": "system status",
+    "intent": "status",
+    "entities": [
+      "general"
+    ]
+  },
+  {
+    "query": "give me a report",
+    "intent": "status",
+    "entities": [
+      "report"
+    ]
+  },
+  {
+    "query": "overview",
+    "intent": "status",
+    "entities": [
+      "general"
+    ]
+  },
+  {
+    "query": "dashboard summary",
+    "intent": "status",
+    "entities": [
+      "summary"
+    ]
+  },
+  {
+    "query": "how is everything",
+    "intent": "status",
+    "entities": [
+      "general"
+    ]
+  },
+  {
+    "query": "safety status",
+    "intent": "safety",
+    "entities": [
+      "status"
+    ]
+  },
+  {
+    "query": "is it safe",
+    "intent": "safety",
+    "entities": [
+      "check"
+    ]
+  },
+  {
+    "query": "hazard check",
+    "intent": "safety",
+    "entities": [
+      "hazard"
+    ]
+  },
+  {
+    "query": "emergency status",
+    "intent": "safety",
+    "entities": [
+      "emergency"
+    ]
+  },
+  {
+    "query": "maintenance schedule",
+    "intent": "maintenance",
+    "entities": [
+      "schedule"
+    ]
+  },
+  {
+    "query": "when is next maintenance",
+    "intent": "maintenance",
+    "entities": [
+      "next"
+    ]
+  },
+  {
+    "query": "equipment health",
+    "intent": "maintenance",
+    "entities": [
+      "health"
+    ]
+  },
+  {
+    "query": "sensor status",
+    "intent": "maintenance",
+    "entities": [
+      "sensors"
+    ]
+  },
+  {
+    "query": "how to optimize",
+    "intent": "optimization",
+    "entities": [
+      "general"
+    ]
+  },
+  {
+    "query": "improve efficiency",
+    "intent": "optimization",
+    "entities": [
+      "efficiency"
+    ]
+  },
+  {
+    "query": "reduce costs",
+    "intent": "optimization",
+    "entities": [
+      "cost"
+    ]
+  },
+  {
+    "query": "best settings",
+    "intent": "optimization",
+    "entities": [
+      "settings"
+    ]
+  },
+  {
+    "query": "hello",
+    "intent": "greeting",
+    "entities": []
+  },
+  {
+    "query": "hi",
+    "intent": "greeting",
+    "entities": []
+  },
+  {
+    "query": "hey",
+    "intent": "greeting",
+    "entities": []
+  },
+  {
+    "query": "good morning",
+    "intent": "greeting",
+    "entities": [
+      "morning"
+    ]
+  },
+  {
+    "query": "help",
+    "intent": "help",
+    "entities": []
+  },
+  {
+    "query": "what can you do",
+    "intent": "help",
+    "entities": [
+      "capabilities"
+    ]
+  },
+  {
+    "query": "commands",
+    "intent": "help",
+    "entities": [
+      "commands"
+    ]
+  },
+  {
+    "query": "features",
+    "intent": "help",
+    "entities": [
+      "features"
+    ]
+  }
+]

static/data/alert_history.csv

@@ -0,0 +1,501 @@
+timestamp,alert_id,alert_type,severity,sensor_id,temperature_at_alert,response_time_min,resolved,resolution_action,shift
+2024-01-01 00:00:00,ALT-00000,TEMP_HIGH,MEDIUM,1,1421.03,17.3,1,PARAMETER_ADJUSTED,day
+2024-01-01 08:00:00,ALT-00001,TEMP_LOW,HIGH,7,1480.63,10.3,1,PARAMETER_ADJUSTED,evening
+2024-01-01 16:00:00,ALT-00002,TEMP_LOW,LOW,2,1405.1,52.8,1,MANUAL_INTERVENTION,night
+2024-01-02 00:00:00,ALT-00003,ENERGY_SPIKE,MEDIUM,1,1454.11,12.0,1,SENSOR_RECALIBRATED,night
+2024-01-02 08:00:00,ALT-00004,ENERGY_SPIKE,LOW,4,1427.2,31.5,1,PARAMETER_ADJUSTED,day
+2024-01-02 16:00:00,ALT-00005,SENSOR_FAULT,MEDIUM,3,1357.8,20.9,1,MANUAL_INTERVENTION,night
+2024-01-03 00:00:00,ALT-00006,TEMP_LOW,LOW,6,1435.9,2.0,1,PARAMETER_ADJUSTED,night
+2024-01-03 08:00:00,ALT-00007,TEMP_HIGH,MEDIUM,3,1441.28,70.8,1,SENSOR_RECALIBRATED,evening
+2024-01-03 16:00:00,ALT-00008,ANOMALY_DETECTED,HIGH,1,1431.09,39.1,1,SENSOR_RECALIBRATED,evening
+2024-01-04 00:00:00,ALT-00009,SENSOR_FAULT,HIGH,8,1405.28,12.4,1,PARAMETER_ADJUSTED,night
+2024-01-04 08:00:00,ALT-00010,TEMP_LOW,LOW,6,1387.43,36.5,1,MANUAL_INTERVENTION,evening
+2024-01-04 16:00:00,ALT-00011,TEMP_HIGH,LOW,4,1428.95,5.6,0,PENDING,evening
+2024-01-05 00:00:00,ALT-00012,TEMP_HIGH,CRITICAL,2,1414.05,17.5,1,SENSOR_RECALIBRATED,night
+2024-01-05 08:00:00,ALT-00013,FLOW_RATE_LOW,MEDIUM,6,1430.53,8.7,1,MANUAL_INTERVENTION,day
+2024-01-05 16:00:00,ALT-00014,ENERGY_SPIKE,MEDIUM,7,1420.7,20.7,1,AUTO_CORRECTED,day
+2024-01-06 00:00:00,ALT-00015,ENERGY_SPIKE,MEDIUM,2,1448.81,7.7,1,AUTO_CORRECTED,evening
+2024-01-06 08:00:00,ALT-00016,TEMP_HIGH,MEDIUM,1,1379.1,1.0,1,PARAMETER_ADJUSTED,day
+2024-01-06 16:00:00,ALT-00017,TEMP_LOW,LOW,3,1396.17,1.0,1,SENSOR_RECALIBRATED,evening
+2024-01-07 00:00:00,ALT-00018,PRESSURE_WARNING,HIGH,1,1488.91,33.9,1,MANUAL_INTERVENTION,night
+2024-01-07 08:00:00,ALT-00019,SENSOR_FAULT,MEDIUM,8,1416.94,1.4,1,AUTO_CORRECTED,day
+2024-01-07 16:00:00,ALT-00020,TEMP_HIGH,MEDIUM,7,1414.16,4.2,1,MANUAL_INTERVENTION,evening
+2024-01-08 00:00:00,ALT-00021,ANOMALY_DETECTED,MEDIUM,2,1406.42,2.8,1,SENSOR_RECALIBRATED,night
+2024-01-08 08:00:00,ALT-00022,ENERGY_SPIKE,LOW,8,1386.44,8.7,1,MANUAL_INTERVENTION,evening
+2024-01-08 16:00:00,ALT-00023,SENSOR_FAULT,HIGH,3,1402.43,33.1,1,SENSOR_RECALIBRATED,evening
+2024-01-09 00:00:00,ALT-00024,ENERGY_SPIKE,MEDIUM,3,1380.24,4.8,1,SENSOR_RECALIBRATED,night
+2024-01-09 08:00:00,ALT-00025,TEMP_HIGH,HIGH,1,1414.07,8.8,0,PENDING,evening
+2024-01-09 16:00:00,ALT-00026,ENERGY_SPIKE,LOW,6,1455.47,53.2,1,AUTO_CORRECTED,day
+2024-01-10 00:00:00,ALT-00027,FLOW_RATE_LOW,MEDIUM,7,1432.81,8.5,1,SENSOR_RECALIBRATED,night
+2024-01-10 08:00:00,ALT-00028,SENSOR_FAULT,MEDIUM,6,1473.18,19.2,1,MANUAL_INTERVENTION,day
+2024-01-10 16:00:00,ALT-00029,MAINTENANCE_DUE,MEDIUM,1,1450.72,4.2,0,PENDING,day
+2024-01-11 00:00:00,ALT-00030,TEMP_LOW,MEDIUM,3,1410.75,18.1,1,PARAMETER_ADJUSTED,night
+2024-01-11 08:00:00,ALT-00031,TEMP_HIGH,HIGH,2,1462.77,4.1,1,PARAMETER_ADJUSTED,day
+2024-01-11 16:00:00,ALT-00032,ANOMALY_DETECTED,CRITICAL,3,1389.14,58.8,1,SENSOR_RECALIBRATED,day
+2024-01-12 00:00:00,ALT-00033,ANOMALY_DETECTED,HIGH,4,1463.16,5.4,1,PARAMETER_ADJUSTED,night
+2024-01-12 08:00:00,ALT-00034,FLOW_RATE_LOW,LOW,3,1399.84,10.9,1,PARAMETER_ADJUSTED,night
+2024-01-12 16:00:00,ALT-00035,PRESSURE_WARNING,HIGH,5,1371.64,7.2,1,SENSOR_RECALIBRATED,day
+2024-01-13 00:00:00,ALT-00036,SENSOR_FAULT,HIGH,5,1391.04,1.0,1,AUTO_CORRECTED,evening
+2024-01-13 08:00:00,ALT-00037,FLOW_RATE_LOW,MEDIUM,5,1441.44,36.6,1,MANUAL_INTERVENTION,day
+2024-01-13 16:00:00,ALT-00038,ENERGY_SPIKE,MEDIUM,4,1389.07,16.7,1,AUTO_CORRECTED,evening
+2024-01-14 00:00:00,ALT-00039,SENSOR_FAULT,HIGH,4,1453.02,31.2,1,PARAMETER_ADJUSTED,night
+2024-01-14 08:00:00,ALT-00040,TEMP_HIGH,MEDIUM,5,1442.86,8.7,1,SENSOR_RECALIBRATED,evening
+2024-01-14 16:00:00,ALT-00041,TEMP_LOW,HIGH,7,1387.75,38.1,1,AUTO_CORRECTED,night
+2024-01-15 00:00:00,ALT-00042,FLOW_RATE_LOW,LOW,3,1382.77,24.3,1,PARAMETER_ADJUSTED,night
+2024-01-15 08:00:00,ALT-00043,TEMP_HIGH,LOW,6,1402.66,19.0,1,MANUAL_INTERVENTION,night
+2024-01-15 16:00:00,ALT-00044,ENERGY_SPIKE,MEDIUM,4,1419.06,5.0,1,MANUAL_INTERVENTION,night
+2024-01-16 00:00:00,ALT-00045,ANOMALY_DETECTED,HIGH,5,1408.35,10.6,1,PARAMETER_ADJUSTED,night
+2024-01-16 08:00:00,ALT-00046,ANOMALY_DETECTED,HIGH,8,1443.71,13.2,1,PARAMETER_ADJUSTED,night
+2024-01-16 16:00:00,ALT-00047,TEMP_LOW,LOW,2,1374.21,2.4,1,MANUAL_INTERVENTION,day
+2024-01-17 00:00:00,ALT-00048,PRESSURE_WARNING,LOW,3,1436.58,21.3,1,MANUAL_INTERVENTION,day
+2024-01-17 08:00:00,ALT-00049,ANOMALY_DETECTED,LOW,6,1399.96,1.0,1,SENSOR_RECALIBRATED,night
+2024-01-17 16:00:00,ALT-00050,TEMP_LOW,LOW,3,1357.98,5.9,1,AUTO_CORRECTED,evening
+2024-01-18 00:00:00,ALT-00051,TEMP_HIGH,MEDIUM,2,1422.51,17.3,1,MANUAL_INTERVENTION,night
+2024-01-18 08:00:00,ALT-00052,FLOW_RATE_LOW,LOW,3,1371.71,24.9,1,AUTO_CORRECTED,night
+2024-01-18 16:00:00,ALT-00053,TEMP_LOW,MEDIUM,3,1410.51,1.8,1,MANUAL_INTERVENTION,night
+2024-01-19 00:00:00,ALT-00054,ANOMALY_DETECTED,CRITICAL,6,1445.77,1.0,1,SENSOR_RECALIBRATED,night
+2024-01-19 08:00:00,ALT-00055,TEMP_HIGH,MEDIUM,1,1447.67,16.6,1,SENSOR_RECALIBRATED,evening
+2024-01-19 16:00:00,ALT-00056,ANOMALY_DETECTED,HIGH,5,1404.8,10.2,1,SENSOR_RECALIBRATED,night
+2024-01-20 00:00:00,ALT-00057,ANOMALY_DETECTED,MEDIUM,7,1407.68,16.2,1,MANUAL_INTERVENTION,evening
+2024-01-20 08:00:00,ALT-00058,TEMP_HIGH,LOW,1,1415.98,15.4,1,PARAMETER_ADJUSTED,day
+2024-01-20 16:00:00,ALT-00059,TEMP_HIGH,MEDIUM,6,1407.57,101.7,1,MANUAL_INTERVENTION,day
+2024-01-21 00:00:00,ALT-00060,ANOMALY_DETECTED,CRITICAL,3,1353.06,15.8,1,AUTO_CORRECTED,day
+2024-01-21 08:00:00,ALT-00061,TEMP_HIGH,MEDIUM,1,1411.38,14.4,1,MANUAL_INTERVENTION,evening
+2024-01-21 16:00:00,ALT-00062,ENERGY_SPIKE,LOW,5,1412.04,15.1,1,MANUAL_INTERVENTION,day
+2024-01-22 00:00:00,ALT-00063,ENERGY_SPIKE,MEDIUM,6,1410.19,16.5,1,MANUAL_INTERVENTION,day
+2024-01-22 08:00:00,ALT-00064,PRESSURE_WARNING,HIGH,7,1396.92,8.1,1,MANUAL_INTERVENTION,day
+2024-01-22 16:00:00,ALT-00065,TEMP_HIGH,HIGH,7,1344.97,52.1,1,AUTO_CORRECTED,day
+2024-01-23 00:00:00,ALT-00066,TEMP_LOW,MEDIUM,8,1439.04,46.1,1,PARAMETER_ADJUSTED,evening
+2024-01-23 08:00:00,ALT-00067,SENSOR_FAULT,CRITICAL,2,1427.35,1.8,1,AUTO_CORRECTED,day
+2024-01-23 16:00:00,ALT-00068,MAINTENANCE_DUE,LOW,8,1447.62,26.9,0,PENDING,day
+2024-01-24 00:00:00,ALT-00069,SENSOR_FAULT,HIGH,1,1394.34,42.3,1,SENSOR_RECALIBRATED,night
+2024-01-24 08:00:00,ALT-00070,TEMP_HIGH,LOW,2,1481.2,4.9,1,AUTO_CORRECTED,day
+2024-01-24 16:00:00,ALT-00071,TEMP_LOW,LOW,8,1435.2,4.9,0,PENDING,evening
+2024-01-25 00:00:00,ALT-00072,TEMP_LOW,LOW,2,1417.57,1.0,1,PARAMETER_ADJUSTED,day
+2024-01-25 08:00:00,ALT-00073,TEMP_LOW,MEDIUM,7,1410.19,1.1,1,SENSOR_RECALIBRATED,evening
+2024-01-25 16:00:00,ALT-00074,ENERGY_SPIKE,LOW,8,1393.75,3.5,1,SENSOR_RECALIBRATED,day
+2024-01-26 00:00:00,ALT-00075,PRESSURE_WARNING,MEDIUM,8,1371.6,21.3,1,AUTO_CORRECTED,evening
+2024-01-26 08:00:00,ALT-00076,ANOMALY_DETECTED,CRITICAL,8,1450.3,14.3,1,SENSOR_RECALIBRATED,night
+2024-01-26 16:00:00,ALT-00077,ANOMALY_DETECTED,HIGH,6,1409.86,17.9,1,AUTO_CORRECTED,evening
+2024-01-27 00:00:00,ALT-00078,TEMP_HIGH,HIGH,7,1383.55,7.1,1,MANUAL_INTERVENTION,night
+2024-01-27 08:00:00,ALT-00079,TEMP_LOW,HIGH,6,1456.28,22.4,1,SENSOR_RECALIBRATED,night
+2024-01-27 16:00:00,ALT-00080,TEMP_HIGH,HIGH,1,1425.59,2.6,1,MANUAL_INTERVENTION,day
+2024-01-28 00:00:00,ALT-00081,ENERGY_SPIKE,HIGH,6,1459.32,1.0,1,SENSOR_RECALIBRATED,night
+2024-01-28 08:00:00,ALT-00082,FLOW_RATE_LOW,HIGH,2,1416.74,33.6,1,PARAMETER_ADJUSTED,day
+2024-01-28 16:00:00,ALT-00083,TEMP_HIGH,CRITICAL,2,1456.75,9.5,1,AUTO_CORRECTED,night
+2024-01-29 00:00:00,ALT-00084,TEMP_LOW,MEDIUM,6,1521.1,6.7,1,PARAMETER_ADJUSTED,night
+2024-01-29 08:00:00,ALT-00085,TEMP_HIGH,HIGH,4,1405.82,13.3,1,AUTO_CORRECTED,day
+2024-01-29 16:00:00,ALT-00086,FLOW_RATE_LOW,MEDIUM,5,1445.56,13.3,1,AUTO_CORRECTED,night
+2024-01-30 00:00:00,ALT-00087,ANOMALY_DETECTED,LOW,1,1393.0,7.8,1,AUTO_CORRECTED,night
+2024-01-30 08:00:00,ALT-00088,ANOMALY_DETECTED,MEDIUM,7,1472.65,4.2,1,SENSOR_RECALIBRATED,night
+2024-01-30 16:00:00,ALT-00089,MAINTENANCE_DUE,LOW,8,1423.0,4.3,1,AUTO_CORRECTED,night
+2024-01-31 00:00:00,ALT-00090,TEMP_LOW,LOW,2,1460.57,7.8,1,MANUAL_INTERVENTION,evening
+2024-01-31 08:00:00,ALT-00091,TEMP_HIGH,MEDIUM,5,1429.5,30.4,1,PARAMETER_ADJUSTED,day
+2024-01-31 16:00:00,ALT-00092,ANOMALY_DETECTED,MEDIUM,1,1400.9,46.6,1,MANUAL_INTERVENTION,night
+2024-02-01 00:00:00,ALT-00093,TEMP_LOW,MEDIUM,8,1479.33,21.8,1,PARAMETER_ADJUSTED,night
+2024-02-01 08:00:00,ALT-00094,TEMP_LOW,LOW,7,1458.03,18.5,1,SENSOR_RECALIBRATED,day
+2024-02-01 16:00:00,ALT-00095,ANOMALY_DETECTED,HIGH,4,1405.72,36.2,1,SENSOR_RECALIBRATED,day
+2024-02-02 00:00:00,ALT-00096,ANOMALY_DETECTED,CRITICAL,2,1419.02,1.5,1,SENSOR_RECALIBRATED,day
+2024-02-02 08:00:00,ALT-00097,ANOMALY_DETECTED,MEDIUM,4,1452.84,13.9,1,AUTO_CORRECTED,evening
+2024-02-02 16:00:00,ALT-00098,ANOMALY_DETECTED,CRITICAL,4,1452.37,2.8,1,MANUAL_INTERVENTION,evening
+2024-02-03 00:00:00,ALT-00099,TEMP_HIGH,MEDIUM,6,1434.21,10.2,1,SENSOR_RECALIBRATED,night
+2024-02-03 08:00:00,ALT-00100,SENSOR_FAULT,CRITICAL,1,1433.45,5.1,1,MANUAL_INTERVENTION,night
+2024-02-03 16:00:00,ALT-00101,TEMP_LOW,LOW,2,1442.65,2.2,1,SENSOR_RECALIBRATED,evening
+2024-02-04 00:00:00,ALT-00102,TEMP_HIGH,MEDIUM,3,1448.88,35.5,1,PARAMETER_ADJUSTED,evening
+2024-02-04 08:00:00,ALT-00103,ANOMALY_DETECTED,CRITICAL,3,1367.44,3.6,1,SENSOR_RECALIBRATED,evening
+2024-02-04 16:00:00,ALT-00104,TEMP_HIGH,HIGH,1,1418.51,58.7,1,SENSOR_RECALIBRATED,day
+2024-02-05 00:00:00,ALT-00105,ANOMALY_DETECTED,MEDIUM,5,1402.35,1.0,1,MANUAL_INTERVENTION,night
+2024-02-05 08:00:00,ALT-00106,ANOMALY_DETECTED,LOW,3,1487.01,28.8,1,MANUAL_INTERVENTION,night
+2024-02-05 16:00:00,ALT-00107,ANOMALY_DETECTED,HIGH,4,1401.21,44.2,0,PENDING,evening
+2024-02-06 00:00:00,ALT-00108,ENERGY_SPIKE,CRITICAL,6,1398.45,9.5,1,SENSOR_RECALIBRATED,night
+2024-02-06 08:00:00,ALT-00109,TEMP_HIGH,CRITICAL,6,1424.39,22.9,1,AUTO_CORRECTED,day
+2024-02-06 16:00:00,ALT-00110,ANOMALY_DETECTED,HIGH,2,1423.15,2.5,1,AUTO_CORRECTED,day
+2024-02-07 00:00:00,ALT-00111,TEMP_HIGH,LOW,7,1457.24,20.6,1,PARAMETER_ADJUSTED,day
+2024-02-07 08:00:00,ALT-00112,ANOMALY_DETECTED,LOW,4,1453.15,1.0,1,PARAMETER_ADJUSTED,night
+2024-02-07 16:00:00,ALT-00113,TEMP_LOW,HIGH,5,1429.63,36.3,1,SENSOR_RECALIBRATED,night
+2024-02-08 00:00:00,ALT-00114,ANOMALY_DETECTED,HIGH,4,1420.02,25.1,1,AUTO_CORRECTED,evening
+2024-02-08 08:00:00,ALT-00115,PRESSURE_WARNING,LOW,7,1428.2,33.4,1,SENSOR_RECALIBRATED,day
+2024-02-08 16:00:00,ALT-00116,ENERGY_SPIKE,HIGH,6,1397.69,10.4,1,AUTO_CORRECTED,day
+2024-02-09 00:00:00,ALT-00117,ENERGY_SPIKE,LOW,4,1456.65,21.3,1,AUTO_CORRECTED,day
+2024-02-09 08:00:00,ALT-00118,TEMP_LOW,LOW,1,1423.05,53.0,1,SENSOR_RECALIBRATED,day
+2024-02-09 16:00:00,ALT-00119,ANOMALY_DETECTED,CRITICAL,4,1403.94,29.8,1,SENSOR_RECALIBRATED,day
+2024-02-10 00:00:00,ALT-00120,ENERGY_SPIKE,MEDIUM,5,1452.29,5.5,1,AUTO_CORRECTED,night
+2024-02-10 08:00:00,ALT-00121,TEMP_HIGH,LOW,6,1459.76,12.9,1,PARAMETER_ADJUSTED,night
+2024-02-10 16:00:00,ALT-00122,TEMP_HIGH,HIGH,7,1422.9,7.4,1,SENSOR_RECALIBRATED,evening
+2024-02-11 00:00:00,ALT-00123,SENSOR_FAULT,HIGH,1,1395.87,25.5,1,AUTO_CORRECTED,evening
+2024-02-11 08:00:00,ALT-00124,PRESSURE_WARNING,MEDIUM,8,1412.33,60.6,1,SENSOR_RECALIBRATED,day
+2024-02-11 16:00:00,ALT-00125,SENSOR_FAULT,HIGH,1,1437.27,53.3,0,PENDING,night
+2024-02-12 00:00:00,ALT-00126,TEMP_HIGH,MEDIUM,6,1417.05,13.9,1,AUTO_CORRECTED,day
+2024-02-12 08:00:00,ALT-00127,MAINTENANCE_DUE,LOW,6,1383.28,4.1,0,PENDING,day
+2024-02-12 16:00:00,ALT-00128,ANOMALY_DETECTED,MEDIUM,3,1409.2,1.5,1,AUTO_CORRECTED,day
+2024-02-13 00:00:00,ALT-00129,TEMP_HIGH,HIGH,6,1391.47,39.4,0,PENDING,day
+2024-02-13 08:00:00,ALT-00130,TEMP_HIGH,MEDIUM,6,1425.89,11.4,1,MANUAL_INTERVENTION,day
+2024-02-13 16:00:00,ALT-00131,SENSOR_FAULT,HIGH,8,1399.67,41.4,1,PARAMETER_ADJUSTED,evening
+2024-02-14 00:00:00,ALT-00132,TEMP_LOW,LOW,3,1406.9,40.5,1,SENSOR_RECALIBRATED,night
+2024-02-14 08:00:00,ALT-00133,ANOMALY_DETECTED,MEDIUM,3,1428.68,10.0,0,PENDING,day
+2024-02-14 16:00:00,ALT-00134,TEMP_HIGH,MEDIUM,2,1435.14,7.7,1,AUTO_CORRECTED,day
+2024-02-15 00:00:00,ALT-00135,TEMP_HIGH,CRITICAL,7,1453.22,38.1,1,MANUAL_INTERVENTION,night
+2024-02-15 08:00:00,ALT-00136,ENERGY_SPIKE,LOW,3,1436.38,5.3,1,SENSOR_RECALIBRATED,evening
+2024-02-15 16:00:00,ALT-00137,ANOMALY_DETECTED,CRITICAL,1,1440.23,7.3,1,SENSOR_RECALIBRATED,evening
+2024-02-16 00:00:00,ALT-00138,ANOMALY_DETECTED,HIGH,1,1359.88,26.3,1,PARAMETER_ADJUSTED,evening
+2024-02-16 08:00:00,ALT-00139,TEMP_HIGH,MEDIUM,3,1447.33,7.6,0,PENDING,evening
+2024-02-16 16:00:00,ALT-00140,TEMP_LOW,LOW,7,1423.15,4.0,1,AUTO_CORRECTED,evening
+2024-02-17 00:00:00,ALT-00141,ENERGY_SPIKE,LOW,1,1379.18,2.0,1,AUTO_CORRECTED,day
+2024-02-17 08:00:00,ALT-00142,SENSOR_FAULT,HIGH,4,1418.19,5.4,1,PARAMETER_ADJUSTED,night
+2024-02-17 16:00:00,ALT-00143,ANOMALY_DETECTED,MEDIUM,2,1346.25,6.8,1,PARAMETER_ADJUSTED,day
+2024-02-18 00:00:00,ALT-00144,ANOMALY_DETECTED,CRITICAL,2,1412.26,3.3,1,MANUAL_INTERVENTION,evening
+2024-02-18 08:00:00,ALT-00145,TEMP_LOW,MEDIUM,2,1426.52,8.5,1,MANUAL_INTERVENTION,night
+2024-02-18 16:00:00,ALT-00146,PRESSURE_WARNING,HIGH,7,1454.88,8.2,1,SENSOR_RECALIBRATED,day
+2024-02-19 00:00:00,ALT-00147,SENSOR_FAULT,CRITICAL,4,1409.9,4.6,1,MANUAL_INTERVENTION,night
+2024-02-19 08:00:00,ALT-00148,TEMP_HIGH,HIGH,3,1386.09,11.0,1,PARAMETER_ADJUSTED,night
+2024-02-19 16:00:00,ALT-00149,TEMP_LOW,LOW,7,1446.62,5.6,1,MANUAL_INTERVENTION,evening
+2024-02-20 00:00:00,ALT-00150,ANOMALY_DETECTED,MEDIUM,1,1446.83,41.9,1,AUTO_CORRECTED,evening
+2024-02-20 08:00:00,ALT-00151,ANOMALY_DETECTED,MEDIUM,1,1403.52,19.5,1,AUTO_CORRECTED,day
+2024-02-20 16:00:00,ALT-00152,SENSOR_FAULT,MEDIUM,2,1427.1,1.0,1,AUTO_CORRECTED,day
+2024-02-21 00:00:00,ALT-00153,ANOMALY_DETECTED,HIGH,4,1466.05,58.1,1,MANUAL_INTERVENTION,night
+2024-02-21 08:00:00,ALT-00154,TEMP_LOW,MEDIUM,6,1381.61,16.5,1,MANUAL_INTERVENTION,evening
+2024-02-21 16:00:00,ALT-00155,TEMP_HIGH,HIGH,1,1423.73,11.1,1,AUTO_CORRECTED,day
+2024-02-22 00:00:00,ALT-00156,ENERGY_SPIKE,MEDIUM,1,1483.78,1.8,1,PARAMETER_ADJUSTED,day
+2024-02-22 08:00:00,ALT-00157,TEMP_LOW,LOW,3,1402.0,12.7,1,MANUAL_INTERVENTION,evening
+2024-02-22 16:00:00,ALT-00158,TEMP_HIGH,MEDIUM,8,1455.02,13.2,1,PARAMETER_ADJUSTED,night
+2024-02-23 00:00:00,ALT-00159,ENERGY_SPIKE,LOW,6,1407.26,1.8,1,AUTO_CORRECTED,night
+2024-02-23 08:00:00,ALT-00160,ANOMALY_DETECTED,MEDIUM,5,1348.9,7.1,0,PENDING,evening
+2024-02-23 16:00:00,ALT-00161,ANOMALY_DETECTED,HIGH,3,1394.22,62.7,1,MANUAL_INTERVENTION,day
+2024-02-24 00:00:00,ALT-00162,TEMP_HIGH,MEDIUM,5,1431.57,7.8,1,MANUAL_INTERVENTION,night
+2024-02-24 08:00:00,ALT-00163,SENSOR_FAULT,MEDIUM,8,1419.52,8.1,1,PARAMETER_ADJUSTED,night
+2024-02-24 16:00:00,ALT-00164,TEMP_LOW,LOW,6,1410.09,24.2,1,SENSOR_RECALIBRATED,night
+2024-02-25 00:00:00,ALT-00165,TEMP_LOW,MEDIUM,7,1433.06,18.2,1,AUTO_CORRECTED,evening
+2024-02-25 08:00:00,ALT-00166,TEMP_LOW,LOW,6,1480.72,12.3,1,SENSOR_RECALIBRATED,evening
+2024-02-25 16:00:00,ALT-00167,ANOMALY_DETECTED,HIGH,6,1388.94,53.2,1,SENSOR_RECALIBRATED,night
+2024-02-26 00:00:00,ALT-00168,ANOMALY_DETECTED,CRITICAL,1,1400.94,4.3,1,MANUAL_INTERVENTION,night
+2024-02-26 08:00:00,ALT-00169,ENERGY_SPIKE,LOW,1,1439.33,5.3,0,PENDING,evening
+2024-02-26 16:00:00,ALT-00170,TEMP_LOW,LOW,8,1390.19,1.7,1,SENSOR_RECALIBRATED,day
+2024-02-27 00:00:00,ALT-00171,SENSOR_FAULT,CRITICAL,3,1448.72,3.3,1,AUTO_CORRECTED,day
+2024-02-27 08:00:00,ALT-00172,TEMP_HIGH,MEDIUM,6,1429.93,15.2,0,PENDING,day
+2024-02-27 16:00:00,ALT-00173,TEMP_HIGH,HIGH,8,1391.95,1.6,1,SENSOR_RECALIBRATED,night
+2024-02-28 00:00:00,ALT-00174,TEMP_HIGH,LOW,4,1375.37,8.8,1,PARAMETER_ADJUSTED,evening
+2024-02-28 08:00:00,ALT-00175,TEMP_LOW,MEDIUM,3,1420.09,2.0,1,MANUAL_INTERVENTION,night
+2024-02-28 16:00:00,ALT-00176,SENSOR_FAULT,MEDIUM,4,1400.93,18.6,1,PARAMETER_ADJUSTED,night
+2024-02-29 00:00:00,ALT-00177,MAINTENANCE_DUE,MEDIUM,3,1398.09,2.8,1,AUTO_CORRECTED,evening
+2024-02-29 08:00:00,ALT-00178,PRESSURE_WARNING,MEDIUM,5,1434.36,8.4,0,PENDING,night
+2024-02-29 16:00:00,ALT-00179,TEMP_LOW,LOW,6,1425.4,19.4,1,AUTO_CORRECTED,night
+2024-03-01 00:00:00,ALT-00180,ANOMALY_DETECTED,HIGH,4,1394.58,1.2,0,PENDING,day
+2024-03-01 08:00:00,ALT-00181,TEMP_LOW,HIGH,5,1402.58,22.9,1,MANUAL_INTERVENTION,day
+2024-03-01 16:00:00,ALT-00182,TEMP_HIGH,MEDIUM,2,1415.13,16.2,1,MANUAL_INTERVENTION,evening
+2024-03-02 00:00:00,ALT-00183,TEMP_HIGH,MEDIUM,3,1431.75,9.2,1,MANUAL_INTERVENTION,evening
+2024-03-02 08:00:00,ALT-00184,TEMP_LOW,MEDIUM,8,1369.95,1.9,1,PARAMETER_ADJUSTED,evening
+2024-03-02 16:00:00,ALT-00185,TEMP_HIGH,LOW,1,1372.4,5.5,1,PARAMETER_ADJUSTED,night
+2024-03-03 00:00:00,ALT-00186,TEMP_HIGH,HIGH,1,1415.09,28.0,1,MANUAL_INTERVENTION,day
+2024-03-03 08:00:00,ALT-00187,MAINTENANCE_DUE,LOW,2,1450.92,1.1,1,SENSOR_RECALIBRATED,evening
+2024-03-03 16:00:00,ALT-00188,TEMP_HIGH,MEDIUM,2,1393.24,42.4,1,SENSOR_RECALIBRATED,night
+2024-03-04 00:00:00,ALT-00189,ANOMALY_DETECTED,HIGH,2,1434.85,1.0,1,AUTO_CORRECTED,night
+2024-03-04 08:00:00,ALT-00190,ANOMALY_DETECTED,LOW,1,1412.82,3.8,1,AUTO_CORRECTED,night
+2024-03-04 16:00:00,ALT-00191,TEMP_LOW,LOW,3,1386.38,3.4,1,SENSOR_RECALIBRATED,night
+2024-03-05 00:00:00,ALT-00192,ANOMALY_DETECTED,HIGH,1,1427.64,1.0,1,MANUAL_INTERVENTION,night
+2024-03-05 08:00:00,ALT-00193,ANOMALY_DETECTED,HIGH,4,1408.83,38.2,1,SENSOR_RECALIBRATED,night
+2024-03-05 16:00:00,ALT-00194,ENERGY_SPIKE,LOW,3,1484.37,7.0,1,PARAMETER_ADJUSTED,evening
+2024-03-06 00:00:00,ALT-00195,MAINTENANCE_DUE,HIGH,7,1459.87,26.8,1,MANUAL_INTERVENTION,evening
+2024-03-06 08:00:00,ALT-00196,ENERGY_SPIKE,HIGH,7,1426.69,40.6,1,MANUAL_INTERVENTION,day
+2024-03-06 16:00:00,ALT-00197,SENSOR_FAULT,LOW,5,1354.79,17.7,1,SENSOR_RECALIBRATED,night
+2024-03-07 00:00:00,ALT-00198,ENERGY_SPIKE,LOW,7,1428.79,5.6,0,PENDING,evening
+2024-03-07 08:00:00,ALT-00199,PRESSURE_WARNING,HIGH,6,1377.41,3.4,1,PARAMETER_ADJUSTED,day
+2024-03-07 16:00:00,ALT-00200,TEMP_HIGH,LOW,8,1397.56,3.5,1,MANUAL_INTERVENTION,night
+2024-03-08 00:00:00,ALT-00201,ANOMALY_DETECTED,HIGH,6,1434.93,8.5,0,PENDING,evening
+2024-03-08 08:00:00,ALT-00202,TEMP_HIGH,MEDIUM,4,1388.82,29.3,1,PARAMETER_ADJUSTED,day
+2024-03-08 16:00:00,ALT-00203,ANOMALY_DETECTED,HIGH,6,1420.37,16.3,0,PENDING,day
+2024-03-09 00:00:00,ALT-00204,FLOW_RATE_LOW,HIGH,2,1364.35,20.4,1,PARAMETER_ADJUSTED,day
+2024-03-09 08:00:00,ALT-00205,TEMP_HIGH,HIGH,4,1399.63,87.5,1,SENSOR_RECALIBRATED,day
+2024-03-09 16:00:00,ALT-00206,TEMP_HIGH,LOW,2,1403.71,10.2,1,SENSOR_RECALIBRATED,day
+2024-03-10 00:00:00,ALT-00207,MAINTENANCE_DUE,LOW,4,1438.04,7.9,1,AUTO_CORRECTED,evening
+2024-03-10 08:00:00,ALT-00208,MAINTENANCE_DUE,LOW,1,1415.78,16.3,1,AUTO_CORRECTED,day
+2024-03-10 16:00:00,ALT-00209,TEMP_HIGH,LOW,2,1393.48,9.5,1,MANUAL_INTERVENTION,evening
+2024-03-11 00:00:00,ALT-00210,TEMP_LOW,LOW,1,1436.4,24.7,1,AUTO_CORRECTED,evening
+2024-03-11 08:00:00,ALT-00211,MAINTENANCE_DUE,HIGH,6,1486.64,1.0,1,PARAMETER_ADJUSTED,evening
+2024-03-11 16:00:00,ALT-00212,ANOMALY_DETECTED,HIGH,1,1446.79,27.3,0,PENDING,night
+2024-03-12 00:00:00,ALT-00213,TEMP_HIGH,LOW,4,1446.17,9.6,1,MANUAL_INTERVENTION,day
+2024-03-12 08:00:00,ALT-00214,ANOMALY_DETECTED,MEDIUM,5,1419.55,18.3,1,AUTO_CORRECTED,evening
+2024-03-12 16:00:00,ALT-00215,ANOMALY_DETECTED,MEDIUM,3,1422.19,2.9,1,PARAMETER_ADJUSTED,evening
+2024-03-13 00:00:00,ALT-00216,ANOMALY_DETECTED,HIGH,7,1386.91,16.6,1,PARAMETER_ADJUSTED,day
+2024-03-13 08:00:00,ALT-00217,ENERGY_SPIKE,MEDIUM,7,1345.37,1.1,1,AUTO_CORRECTED,day
+2024-03-13 16:00:00,ALT-00218,MAINTENANCE_DUE,LOW,7,1373.69,1.0,1,SENSOR_RECALIBRATED,night
+2024-03-14 00:00:00,ALT-00219,MAINTENANCE_DUE,LOW,4,1456.83,12.6,0,PENDING,night
+2024-03-14 08:00:00,ALT-00220,TEMP_LOW,LOW,8,1492.83,16.0,1,AUTO_CORRECTED,day
+2024-03-14 16:00:00,ALT-00221,ENERGY_SPIKE,MEDIUM,1,1444.98,16.6,1,PARAMETER_ADJUSTED,night
+2024-03-15 00:00:00,ALT-00222,TEMP_LOW,LOW,3,1419.81,16.0,1,AUTO_CORRECTED,day
+2024-03-15 08:00:00,ALT-00223,TEMP_HIGH,HIGH,8,1406.48,3.2,1,MANUAL_INTERVENTION,night
+2024-03-15 16:00:00,ALT-00224,TEMP_HIGH,MEDIUM,5,1387.09,8.4,1,PARAMETER_ADJUSTED,night
+2024-03-16 00:00:00,ALT-00225,ENERGY_SPIKE,MEDIUM,3,1429.83,20.9,1,PARAMETER_ADJUSTED,day
+2024-03-16 08:00:00,ALT-00226,ENERGY_SPIKE,HIGH,7,1432.35,34.8,1,AUTO_CORRECTED,night
+2024-03-16 16:00:00,ALT-00227,ANOMALY_DETECTED,CRITICAL,7,1409.52,6.1,1,MANUAL_INTERVENTION,day
+2024-03-17 00:00:00,ALT-00228,ENERGY_SPIKE,MEDIUM,1,1417.46,8.5,1,PARAMETER_ADJUSTED,night
+2024-03-17 08:00:00,ALT-00229,TEMP_HIGH,MEDIUM,8,1427.84,1.0,1,PARAMETER_ADJUSTED,evening
+2024-03-17 16:00:00,ALT-00230,TEMP_LOW,MEDIUM,6,1429.77,16.3,1,PARAMETER_ADJUSTED,evening
+2024-03-18 00:00:00,ALT-00231,TEMP_HIGH,HIGH,4,1393.96,4.3,1,PARAMETER_ADJUSTED,night
+2024-03-18 08:00:00,ALT-00232,ANOMALY_DETECTED,LOW,1,1404.78,18.7,1,AUTO_CORRECTED,day
+2024-03-18 16:00:00,ALT-00233,ANOMALY_DETECTED,MEDIUM,5,1379.33,40.8,1,MANUAL_INTERVENTION,night
+2024-03-19 00:00:00,ALT-00234,PRESSURE_WARNING,LOW,8,1448.92,1.5,1,PARAMETER_ADJUSTED,evening
+2024-03-19 08:00:00,ALT-00235,SENSOR_FAULT,HIGH,4,1410.92,14.8,1,MANUAL_INTERVENTION,evening
+2024-03-19 16:00:00,ALT-00236,ANOMALY_DETECTED,MEDIUM,6,1425.8,10.9,1,SENSOR_RECALIBRATED,day
+2024-03-20 00:00:00,ALT-00237,PRESSURE_WARNING,HIGH,3,1450.87,22.8,0,PENDING,day
+2024-03-20 08:00:00,ALT-00238,TEMP_HIGH,HIGH,5,1424.96,1.3,1,PARAMETER_ADJUSTED,day
+2024-03-20 16:00:00,ALT-00239,TEMP_HIGH,MEDIUM,5,1441.72,99.1,1,PARAMETER_ADJUSTED,day
+2024-03-21 00:00:00,ALT-00240,TEMP_HIGH,HIGH,3,1417.79,9.0,1,PARAMETER_ADJUSTED,day
+2024-03-21 08:00:00,ALT-00241,TEMP_HIGH,HIGH,8,1403.45,4.5,1,AUTO_CORRECTED,night
+2024-03-21 16:00:00,ALT-00242,TEMP_LOW,MEDIUM,5,1437.78,8.9,1,PARAMETER_ADJUSTED,day
+2024-03-22 00:00:00,ALT-00243,ENERGY_SPIKE,MEDIUM,3,1438.2,3.7,1,PARAMETER_ADJUSTED,night
+2024-03-22 08:00:00,ALT-00244,TEMP_HIGH,MEDIUM,1,1413.98,16.3,0,PENDING,night
+2024-03-22 16:00:00,ALT-00245,SENSOR_FAULT,HIGH,4,1405.67,24.7,1,MANUAL_INTERVENTION,evening
+2024-03-23 00:00:00,ALT-00246,TEMP_HIGH,LOW,2,1407.46,2.8,0,PENDING,night
+2024-03-23 08:00:00,ALT-00247,ANOMALY_DETECTED,MEDIUM,7,1442.81,3.6,1,PARAMETER_ADJUSTED,evening
+2024-03-23 16:00:00,ALT-00248,ANOMALY_DETECTED,CRITICAL,1,1458.96,1.0,1,AUTO_CORRECTED,day
+2024-03-24 00:00:00,ALT-00249,ENERGY_SPIKE,MEDIUM,7,1408.32,8.9,1,SENSOR_RECALIBRATED,day
+2024-03-24 08:00:00,ALT-00250,FLOW_RATE_LOW,LOW,2,1420.19,1.5,1,SENSOR_RECALIBRATED,evening
+2024-03-24 16:00:00,ALT-00251,ENERGY_SPIKE,MEDIUM,2,1448.08,96.8,1,MANUAL_INTERVENTION,evening
+2024-03-25 00:00:00,ALT-00252,ANOMALY_DETECTED,HIGH,8,1382.76,35.5,1,AUTO_CORRECTED,day
+2024-03-25 08:00:00,ALT-00253,ANOMALY_DETECTED,HIGH,5,1439.01,11.8,1,PARAMETER_ADJUSTED,night
+2024-03-25 16:00:00,ALT-00254,ANOMALY_DETECTED,HIGH,2,1392.76,3.2,1,MANUAL_INTERVENTION,evening
+2024-03-26 00:00:00,ALT-00255,ANOMALY_DETECTED,LOW,8,1386.5,2.2,1,SENSOR_RECALIBRATED,night
+2024-03-26 08:00:00,ALT-00256,SENSOR_FAULT,LOW,3,1445.38,14.3,1,AUTO_CORRECTED,day
+2024-03-26 16:00:00,ALT-00257,PRESSURE_WARNING,LOW,2,1434.93,13.5,1,MANUAL_INTERVENTION,day
+2024-03-27 00:00:00,ALT-00258,TEMP_HIGH,LOW,8,1406.23,5.2,1,MANUAL_INTERVENTION,evening
+2024-03-27 08:00:00,ALT-00259,SENSOR_FAULT,MEDIUM,6,1497.55,32.8,1,MANUAL_INTERVENTION,night
+2024-03-27 16:00:00,ALT-00260,ENERGY_SPIKE,MEDIUM,3,1398.52,18.4,1,MANUAL_INTERVENTION,night
+2024-03-28 00:00:00,ALT-00261,TEMP_LOW,LOW,3,1383.45,2.5,1,AUTO_CORRECTED,day
+2024-03-28 08:00:00,ALT-00262,TEMP_HIGH,HIGH,5,1453.21,1.5,1,SENSOR_RECALIBRATED,night
+2024-03-28 16:00:00,ALT-00263,PRESSURE_WARNING,MEDIUM,5,1446.99,14.0,1,PARAMETER_ADJUSTED,day
+2024-03-29 00:00:00,ALT-00264,MAINTENANCE_DUE,LOW,7,1400.49,30.6,1,SENSOR_RECALIBRATED,day
+2024-03-29 08:00:00,ALT-00265,ENERGY_SPIKE,LOW,5,1436.22,7.3,1,SENSOR_RECALIBRATED,evening
+2024-03-29 16:00:00,ALT-00266,PRESSURE_WARNING,MEDIUM,7,1411.99,55.7,1,SENSOR_RECALIBRATED,evening
+2024-03-30 00:00:00,ALT-00267,TEMP_HIGH,CRITICAL,5,1431.2,1.0,1,MANUAL_INTERVENTION,evening
+2024-03-30 08:00:00,ALT-00268,SENSOR_FAULT,HIGH,1,1402.97,3.6,1,PARAMETER_ADJUSTED,day
+2024-03-30 16:00:00,ALT-00269,ANOMALY_DETECTED,HIGH,7,1396.84,18.5,1,PARAMETER_ADJUSTED,night
+2024-03-31 00:00:00,ALT-00270,TEMP_LOW,LOW,6,1403.12,33.6,1,AUTO_CORRECTED,day
+2024-03-31 08:00:00,ALT-00271,TEMP_LOW,LOW,7,1407.05,16.2,1,SENSOR_RECALIBRATED,day
+2024-03-31 16:00:00,ALT-00272,ENERGY_SPIKE,MEDIUM,8,1411.75,3.9,1,AUTO_CORRECTED,evening
+2024-04-01 00:00:00,ALT-00273,TEMP_HIGH,MEDIUM,6,1413.79,2.1,1,MANUAL_INTERVENTION,day
+2024-04-01 08:00:00,ALT-00274,SENSOR_FAULT,CRITICAL,2,1404.79,32.2,1,PARAMETER_ADJUSTED,day
+2024-04-01 16:00:00,ALT-00275,FLOW_RATE_LOW,MEDIUM,1,1430.05,4.3,1,AUTO_CORRECTED,evening
+2024-04-02 00:00:00,ALT-00276,ANOMALY_DETECTED,CRITICAL,5,1415.69,34.2,1,PARAMETER_ADJUSTED,evening
+2024-04-02 08:00:00,ALT-00277,TEMP_HIGH,LOW,7,1386.1,23.3,0,PENDING,day
+2024-04-02 16:00:00,ALT-00278,ENERGY_SPIKE,HIGH,2,1443.95,35.5,1,SENSOR_RECALIBRATED,day
+2024-04-03 00:00:00,ALT-00279,TEMP_LOW,MEDIUM,3,1417.96,5.4,1,AUTO_CORRECTED,evening
+2024-04-03 08:00:00,ALT-00280,TEMP_HIGH,MEDIUM,2,1337.1,5.8,1,MANUAL_INTERVENTION,night
+2024-04-03 16:00:00,ALT-00281,TEMP_LOW,HIGH,3,1413.86,4.5,1,MANUAL_INTERVENTION,evening
+2024-04-04 00:00:00,ALT-00282,TEMP_HIGH,MEDIUM,7,1396.84,3.1,1,AUTO_CORRECTED,night
+2024-04-04 08:00:00,ALT-00283,TEMP_LOW,LOW,7,1395.53,3.8,1,MANUAL_INTERVENTION,night
+2024-04-04 16:00:00,ALT-00284,MAINTENANCE_DUE,LOW,6,1409.86,19.0,1,MANUAL_INTERVENTION,night
+2024-04-05 00:00:00,ALT-00285,ANOMALY_DETECTED,CRITICAL,8,1388.75,14.9,1,AUTO_CORRECTED,day
+2024-04-05 08:00:00,ALT-00286,ENERGY_SPIKE,MEDIUM,6,1454.78,12.4,1,SENSOR_RECALIBRATED,night
+2024-04-05 16:00:00,ALT-00287,SENSOR_FAULT,CRITICAL,5,1449.73,18.3,1,AUTO_CORRECTED,night
+2024-04-06 00:00:00,ALT-00288,ANOMALY_DETECTED,CRITICAL,8,1457.8,18.9,1,PARAMETER_ADJUSTED,evening
+2024-04-06 08:00:00,ALT-00289,SENSOR_FAULT,MEDIUM,1,1459.77,12.4,1,MANUAL_INTERVENTION,evening
+2024-04-06 16:00:00,ALT-00290,FLOW_RATE_LOW,LOW,4,1467.05,12.9,1,AUTO_CORRECTED,day
+2024-04-07 00:00:00,ALT-00291,ENERGY_SPIKE,MEDIUM,4,1444.98,23.9,1,SENSOR_RECALIBRATED,evening
+2024-04-07 08:00:00,ALT-00292,ANOMALY_DETECTED,MEDIUM,4,1454.93,10.6,1,AUTO_CORRECTED,night
+2024-04-07 16:00:00,ALT-00293,ANOMALY_DETECTED,CRITICAL,7,1378.15,4.0,1,MANUAL_INTERVENTION,night
+2024-04-08 00:00:00,ALT-00294,SENSOR_FAULT,HIGH,8,1385.98,36.0,1,PARAMETER_ADJUSTED,day
+2024-04-08 08:00:00,ALT-00295,FLOW_RATE_LOW,LOW,3,1352.38,9.2,1,MANUAL_INTERVENTION,evening
+2024-04-08 16:00:00,ALT-00296,ENERGY_SPIKE,MEDIUM,1,1441.43,21.8,1,AUTO_CORRECTED,day
+2024-04-09 00:00:00,ALT-00297,TEMP_LOW,LOW,5,1426.17,1.0,1,SENSOR_RECALIBRATED,day
+2024-04-09 08:00:00,ALT-00298,FLOW_RATE_LOW,HIGH,2,1456.67,7.7,1,MANUAL_INTERVENTION,night
+2024-04-09 16:00:00,ALT-00299,PRESSURE_WARNING,LOW,1,1406.48,6.6,1,AUTO_CORRECTED,evening
+2024-04-10 00:00:00,ALT-00300,ENERGY_SPIKE,LOW,8,1435.62,2.7,1,MANUAL_INTERVENTION,day
+2024-04-10 08:00:00,ALT-00301,ANOMALY_DETECTED,LOW,5,1392.68,6.5,0,PENDING,night
+2024-04-10 16:00:00,ALT-00302,TEMP_LOW,LOW,1,1359.37,44.7,1,SENSOR_RECALIBRATED,evening
+2024-04-11 00:00:00,ALT-00303,SENSOR_FAULT,MEDIUM,2,1395.89,50.8,1,PARAMETER_ADJUSTED,night
+2024-04-11 08:00:00,ALT-00304,ANOMALY_DETECTED,LOW,4,1444.74,43.5,1,SENSOR_RECALIBRATED,evening
+2024-04-11 16:00:00,ALT-00305,SENSOR_FAULT,HIGH,2,1404.57,48.1,1,MANUAL_INTERVENTION,night
+2024-04-12 00:00:00,ALT-00306,ANOMALY_DETECTED,MEDIUM,3,1369.55,25.4,1,AUTO_CORRECTED,night
+2024-04-12 08:00:00,ALT-00307,FLOW_RATE_LOW,MEDIUM,3,1411.42,6.8,1,AUTO_CORRECTED,evening
+2024-04-12 16:00:00,ALT-00308,ANOMALY_DETECTED,MEDIUM,7,1400.5,10.4,1,PARAMETER_ADJUSTED,evening
+2024-04-13 00:00:00,ALT-00309,ANOMALY_DETECTED,CRITICAL,5,1447.6,15.2,1,AUTO_CORRECTED,evening
+2024-04-13 08:00:00,ALT-00310,TEMP_HIGH,CRITICAL,7,1417.3,9.8,1,PARAMETER_ADJUSTED,day
+2024-04-13 16:00:00,ALT-00311,TEMP_HIGH,MEDIUM,7,1396.77,8.3,1,AUTO_CORRECTED,evening
+2024-04-14 00:00:00,ALT-00312,MAINTENANCE_DUE,HIGH,7,1420.42,25.1,1,MANUAL_INTERVENTION,day
+2024-04-14 08:00:00,ALT-00313,SENSOR_FAULT,HIGH,2,1381.66,2.9,1,PARAMETER_ADJUSTED,evening
+2024-04-14 16:00:00,ALT-00314,FLOW_RATE_LOW,MEDIUM,8,1385.55,7.5,1,MANUAL_INTERVENTION,night
+2024-04-15 00:00:00,ALT-00315,TEMP_HIGH,MEDIUM,6,1434.04,14.0,1,AUTO_CORRECTED,day
+2024-04-15 08:00:00,ALT-00316,PRESSURE_WARNING,MEDIUM,1,1401.37,18.6,1,SENSOR_RECALIBRATED,evening
+2024-04-15 16:00:00,ALT-00317,ENERGY_SPIKE,LOW,8,1426.41,1.0,0,PENDING,day
+2024-04-16 00:00:00,ALT-00318,ANOMALY_DETECTED,CRITICAL,7,1433.59,2.5,1,AUTO_CORRECTED,day
+2024-04-16 08:00:00,ALT-00319,TEMP_HIGH,MEDIUM,4,1380.8,4.5,1,SENSOR_RECALIBRATED,night
+2024-04-16 16:00:00,ALT-00320,TEMP_LOW,HIGH,5,1404.16,6.6,1,PARAMETER_ADJUSTED,night
+2024-04-17 00:00:00,ALT-00321,PRESSURE_WARNING,MEDIUM,7,1432.07,7.6,1,MANUAL_INTERVENTION,night
+2024-04-17 08:00:00,ALT-00322,TEMP_LOW,MEDIUM,5,1420.19,2.3,0,PENDING,night
+2024-04-17 16:00:00,ALT-00323,SENSOR_FAULT,HIGH,4,1441.48,20.6,1,AUTO_CORRECTED,evening
+2024-04-18 00:00:00,ALT-00324,TEMP_HIGH,LOW,4,1470.97,2.2,1,SENSOR_RECALIBRATED,day
+2024-04-18 08:00:00,ALT-00325,TEMP_HIGH,MEDIUM,2,1432.92,6.0,1,MANUAL_INTERVENTION,day
+2024-04-18 16:00:00,ALT-00326,SENSOR_FAULT,HIGH,6,1419.84,6.4,1,AUTO_CORRECTED,day
+2024-04-19 00:00:00,ALT-00327,ENERGY_SPIKE,LOW,8,1377.8,7.0,1,AUTO_CORRECTED,night
+2024-04-19 08:00:00,ALT-00328,TEMP_HIGH,HIGH,4,1356.9,5.4,1,AUTO_CORRECTED,day
+2024-04-19 16:00:00,ALT-00329,TEMP_HIGH,CRITICAL,2,1372.02,1.4,1,PARAMETER_ADJUSTED,evening
+2024-04-20 00:00:00,ALT-00330,TEMP_LOW,CRITICAL,2,1405.41,6.4,1,SENSOR_RECALIBRATED,day
+2024-04-20 08:00:00,ALT-00331,FLOW_RATE_LOW,MEDIUM,1,1438.97,20.8,1,AUTO_CORRECTED,night
+2024-04-20 16:00:00,ALT-00332,PRESSURE_WARNING,CRITICAL,6,1424.34,24.9,1,PARAMETER_ADJUSTED,evening
+2024-04-21 00:00:00,ALT-00333,TEMP_LOW,MEDIUM,5,1439.34,16.4,1,MANUAL_INTERVENTION,day
+2024-04-21 08:00:00,ALT-00334,TEMP_HIGH,LOW,6,1412.1,46.2,1,AUTO_CORRECTED,night
+2024-04-21 16:00:00,ALT-00335,TEMP_HIGH,MEDIUM,6,1412.2,13.9,1,SENSOR_RECALIBRATED,evening
+2024-04-22 00:00:00,ALT-00336,ANOMALY_DETECTED,MEDIUM,7,1399.63,3.0,1,PARAMETER_ADJUSTED,day
+2024-04-22 08:00:00,ALT-00337,TEMP_HIGH,MEDIUM,4,1396.24,21.5,1,PARAMETER_ADJUSTED,day
+2024-04-22 16:00:00,ALT-00338,PRESSURE_WARNING,MEDIUM,7,1424.39,1.0,1,PARAMETER_ADJUSTED,evening
+2024-04-23 00:00:00,ALT-00339,TEMP_HIGH,LOW,4,1428.76,10.9,0,PENDING,evening
+2024-04-23 08:00:00,ALT-00340,TEMP_HIGH,HIGH,2,1416.15,27.7,1,AUTO_CORRECTED,evening
+2024-04-23 16:00:00,ALT-00341,TEMP_HIGH,CRITICAL,7,1439.45,2.0,1,AUTO_CORRECTED,day
+2024-04-24 00:00:00,ALT-00342,TEMP_HIGH,MEDIUM,7,1450.99,14.5,1,SENSOR_RECALIBRATED,day
+2024-04-24 08:00:00,ALT-00343,PRESSURE_WARNING,MEDIUM,7,1407.31,11.2,1,AUTO_CORRECTED,night
+2024-04-24 16:00:00,ALT-00344,ANOMALY_DETECTED,HIGH,5,1398.43,10.2,1,SENSOR_RECALIBRATED,day
+2024-04-25 00:00:00,ALT-00345,ENERGY_SPIKE,HIGH,3,1418.13,15.2,1,MANUAL_INTERVENTION,day
+2024-04-25 08:00:00,ALT-00346,SENSOR_FAULT,HIGH,1,1430.73,8.4,1,MANUAL_INTERVENTION,night
+2024-04-25 16:00:00,ALT-00347,ENERGY_SPIKE,LOW,2,1397.59,5.4,1,AUTO_CORRECTED,day
+2024-04-26 00:00:00,ALT-00348,MAINTENANCE_DUE,HIGH,8,1408.97,22.3,1,MANUAL_INTERVENTION,night
+2024-04-26 08:00:00,ALT-00349,TEMP_HIGH,MEDIUM,2,1448.57,8.4,1,MANUAL_INTERVENTION,night
+2024-04-26 16:00:00,ALT-00350,ENERGY_SPIKE,HIGH,2,1380.59,10.2,1,AUTO_CORRECTED,evening
+2024-04-27 00:00:00,ALT-00351,MAINTENANCE_DUE,HIGH,7,1406.98,4.5,1,MANUAL_INTERVENTION,day
+2024-04-27 08:00:00,ALT-00352,TEMP_HIGH,HIGH,3,1447.87,4.7,1,SENSOR_RECALIBRATED,day
+2024-04-27 16:00:00,ALT-00353,SENSOR_FAULT,CRITICAL,6,1482.49,18.5,1,SENSOR_RECALIBRATED,evening
+2024-04-28 00:00:00,ALT-00354,ANOMALY_DETECTED,HIGH,3,1425.8,5.4,1,SENSOR_RECALIBRATED,day
+2024-04-28 08:00:00,ALT-00355,PRESSURE_WARNING,CRITICAL,7,1406.59,51.8,1,PARAMETER_ADJUSTED,night
+2024-04-28 16:00:00,ALT-00356,SENSOR_FAULT,CRITICAL,3,1440.76,2.3,1,AUTO_CORRECTED,day
+2024-04-29 00:00:00,ALT-00357,ANOMALY_DETECTED,MEDIUM,4,1429.95,13.0,1,MANUAL_INTERVENTION,day
+2024-04-29 08:00:00,ALT-00358,TEMP_HIGH,LOW,7,1400.71,23.5,1,AUTO_CORRECTED,evening
+2024-04-29 16:00:00,ALT-00359,TEMP_HIGH,HIGH,6,1409.78,13.0,1,PARAMETER_ADJUSTED,night
+2024-04-30 00:00:00,ALT-00360,ANOMALY_DETECTED,HIGH,3,1413.58,1.2,1,MANUAL_INTERVENTION,night
+2024-04-30 08:00:00,ALT-00361,TEMP_LOW,LOW,6,1407.25,13.5,1,PARAMETER_ADJUSTED,night
+2024-04-30 16:00:00,ALT-00362,MAINTENANCE_DUE,MEDIUM,4,1504.26,1.6,1,AUTO_CORRECTED,day
+2024-05-01 00:00:00,ALT-00363,TEMP_HIGH,MEDIUM,8,1413.52,9.2,1,PARAMETER_ADJUSTED,day
+2024-05-01 08:00:00,ALT-00364,ANOMALY_DETECTED,HIGH,6,1442.33,21.1,1,MANUAL_INTERVENTION,day
+2024-05-01 16:00:00,ALT-00365,ANOMALY_DETECTED,LOW,4,1402.62,9.5,1,MANUAL_INTERVENTION,night
+2024-05-02 00:00:00,ALT-00366,TEMP_LOW,HIGH,8,1445.12,29.9,1,AUTO_CORRECTED,day
+2024-05-02 08:00:00,ALT-00367,MAINTENANCE_DUE,MEDIUM,4,1382.2,5.8,1,SENSOR_RECALIBRATED,night
+2024-05-02 16:00:00,ALT-00368,ANOMALY_DETECTED,MEDIUM,8,1468.47,18.5,1,AUTO_CORRECTED,day
+2024-05-03 00:00:00,ALT-00369,ANOMALY_DETECTED,MEDIUM,3,1369.52,2.3,1,MANUAL_INTERVENTION,day
+2024-05-03 08:00:00,ALT-00370,ENERGY_SPIKE,MEDIUM,8,1359.28,30.8,1,MANUAL_INTERVENTION,day
+2024-05-03 16:00:00,ALT-00371,TEMP_HIGH,LOW,7,1537.15,31.2,1,MANUAL_INTERVENTION,night
+2024-05-04 00:00:00,ALT-00372,ENERGY_SPIKE,HIGH,5,1423.83,1.0,1,MANUAL_INTERVENTION,evening
+2024-05-04 08:00:00,ALT-00373,ANOMALY_DETECTED,HIGH,8,1416.84,14.6,1,PARAMETER_ADJUSTED,evening
+2024-05-04 16:00:00,ALT-00374,TEMP_HIGH,LOW,6,1379.31,6.7,1,MANUAL_INTERVENTION,night
+2024-05-05 00:00:00,ALT-00375,ENERGY_SPIKE,HIGH,6,1405.04,4.4,1,PARAMETER_ADJUSTED,day
+2024-05-05 08:00:00,ALT-00376,ANOMALY_DETECTED,LOW,4,1404.63,1.0,1,MANUAL_INTERVENTION,night
+2024-05-05 16:00:00,ALT-00377,PRESSURE_WARNING,MEDIUM,4,1412.41,1.5,1,PARAMETER_ADJUSTED,evening
+2024-05-06 00:00:00,ALT-00378,ANOMALY_DETECTED,LOW,6,1415.71,8.0,1,AUTO_CORRECTED,night
+2024-05-06 08:00:00,ALT-00379,SENSOR_FAULT,MEDIUM,2,1452.55,9.4,1,SENSOR_RECALIBRATED,evening
+2024-05-06 16:00:00,ALT-00380,SENSOR_FAULT,MEDIUM,7,1404.86,22.2,1,PARAMETER_ADJUSTED,day
+2024-05-07 00:00:00,ALT-00381,TEMP_HIGH,MEDIUM,1,1350.26,8.9,1,AUTO_CORRECTED,day
+2024-05-07 08:00:00,ALT-00382,MAINTENANCE_DUE,LOW,6,1432.73,12.7,1,SENSOR_RECALIBRATED,evening
+2024-05-07 16:00:00,ALT-00383,TEMP_LOW,MEDIUM,4,1364.18,1.3,0,PENDING,evening
+2024-05-08 00:00:00,ALT-00384,SENSOR_FAULT,HIGH,1,1401.84,7.5,1,AUTO_CORRECTED,day
+2024-05-08 08:00:00,ALT-00385,TEMP_HIGH,HIGH,3,1393.34,12.1,1,SENSOR_RECALIBRATED,night
+2024-05-08 16:00:00,ALT-00386,ENERGY_SPIKE,HIGH,3,1425.87,23.2,1,SENSOR_RECALIBRATED,evening
+2024-05-09 00:00:00,ALT-00387,ANOMALY_DETECTED,MEDIUM,2,1462.31,2.6,0,PENDING,day
+2024-05-09 08:00:00,ALT-00388,MAINTENANCE_DUE,HIGH,1,1444.8,16.4,1,AUTO_CORRECTED,day
+2024-05-09 16:00:00,ALT-00389,ANOMALY_DETECTED,MEDIUM,8,1452.94,7.4,1,MANUAL_INTERVENTION,night
+2024-05-10 00:00:00,ALT-00390,TEMP_LOW,MEDIUM,7,1450.22,43.3,1,SENSOR_RECALIBRATED,day
+2024-05-10 08:00:00,ALT-00391,SENSOR_FAULT,LOW,6,1429.28,12.8,1,PARAMETER_ADJUSTED,night
+2024-05-10 16:00:00,ALT-00392,TEMP_HIGH,MEDIUM,5,1405.95,1.0,0,PENDING,night
+2024-05-11 00:00:00,ALT-00393,FLOW_RATE_LOW,MEDIUM,5,1379.15,9.3,1,MANUAL_INTERVENTION,day
+2024-05-11 08:00:00,ALT-00394,TEMP_LOW,LOW,6,1511.75,8.6,1,PARAMETER_ADJUSTED,night
+2024-05-11 16:00:00,ALT-00395,ENERGY_SPIKE,HIGH,3,1395.58,1.0,1,PARAMETER_ADJUSTED,day
+2024-05-12 00:00:00,ALT-00396,ENERGY_SPIKE,LOW,3,1449.19,3.3,0,PENDING,day
+2024-05-12 08:00:00,ALT-00397,TEMP_HIGH,HIGH,7,1420.56,49.3,1,MANUAL_INTERVENTION,night
+2024-05-12 16:00:00,ALT-00398,ENERGY_SPIKE,CRITICAL,1,1434.08,7.4,1,MANUAL_INTERVENTION,night
+2024-05-13 00:00:00,ALT-00399,TEMP_HIGH,MEDIUM,1,1450.21,11.0,1,SENSOR_RECALIBRATED,evening
+2024-05-13 08:00:00,ALT-00400,SENSOR_FAULT,HIGH,7,1444.75,9.1,1,PARAMETER_ADJUSTED,day
+2024-05-13 16:00:00,ALT-00401,TEMP_LOW,MEDIUM,1,1396.43,5.3,1,PARAMETER_ADJUSTED,night
+2024-05-14 00:00:00,ALT-00402,ANOMALY_DETECTED,MEDIUM,1,1406.53,9.8,1,MANUAL_INTERVENTION,evening
+2024-05-14 08:00:00,ALT-00403,FLOW_RATE_LOW,LOW,7,1392.18,72.4,0,PENDING,day
+2024-05-14 16:00:00,ALT-00404,ANOMALY_DETECTED,HIGH,3,1467.59,58.8,1,SENSOR_RECALIBRATED,day
+2024-05-15 00:00:00,ALT-00405,ANOMALY_DETECTED,LOW,8,1484.12,33.1,1,SENSOR_RECALIBRATED,night
+2024-05-15 08:00:00,ALT-00406,MAINTENANCE_DUE,LOW,5,1435.25,1.2,1,SENSOR_RECALIBRATED,evening
+2024-05-15 16:00:00,ALT-00407,TEMP_HIGH,MEDIUM,5,1406.16,1.0,1,AUTO_CORRECTED,evening
+2024-05-16 00:00:00,ALT-00408,ENERGY_SPIKE,HIGH,5,1383.64,2.3,1,AUTO_CORRECTED,day
+2024-05-16 08:00:00,ALT-00409,TEMP_LOW,LOW,4,1486.51,16.6,1,PARAMETER_ADJUSTED,night
+2024-05-16 16:00:00,ALT-00410,TEMP_LOW,HIGH,8,1461.0,19.9,1,MANUAL_INTERVENTION,day
+2024-05-17 00:00:00,ALT-00411,ANOMALY_DETECTED,MEDIUM,2,1410.45,1.2,1,SENSOR_RECALIBRATED,night
+2024-05-17 08:00:00,ALT-00412,ENERGY_SPIKE,LOW,2,1382.32,13.8,1,AUTO_CORRECTED,night
+2024-05-17 16:00:00,ALT-00413,MAINTENANCE_DUE,LOW,1,1417.25,10.0,1,SENSOR_RECALIBRATED,evening
+2024-05-18 00:00:00,ALT-00414,TEMP_HIGH,CRITICAL,5,1453.05,14.8,1,PARAMETER_ADJUSTED,evening
+2024-05-18 08:00:00,ALT-00415,TEMP_HIGH,LOW,6,1419.12,1.4,1,MANUAL_INTERVENTION,evening
+2024-05-18 16:00:00,ALT-00416,ANOMALY_DETECTED,CRITICAL,7,1459.82,17.0,1,PARAMETER_ADJUSTED,day
+2024-05-19 00:00:00,ALT-00417,ANOMALY_DETECTED,MEDIUM,7,1430.09,19.6,1,MANUAL_INTERVENTION,evening
+2024-05-19 08:00:00,ALT-00418,SENSOR_FAULT,MEDIUM,2,1417.58,2.8,1,AUTO_CORRECTED,day
+2024-05-19 16:00:00,ALT-00419,ENERGY_SPIKE,MEDIUM,1,1422.29,27.6,1,PARAMETER_ADJUSTED,night
+2024-05-20 00:00:00,ALT-00420,MAINTENANCE_DUE,HIGH,5,1397.15,1.0,1,PARAMETER_ADJUSTED,day
+2024-05-20 08:00:00,ALT-00421,SENSOR_FAULT,LOW,4,1433.53,1.0,1,PARAMETER_ADJUSTED,night
+2024-05-20 16:00:00,ALT-00422,ANOMALY_DETECTED,HIGH,4,1514.24,23.8,1,SENSOR_RECALIBRATED,evening
+2024-05-21 00:00:00,ALT-00423,FLOW_RATE_LOW,LOW,3,1392.64,11.1,1,MANUAL_INTERVENTION,day
+2024-05-21 08:00:00,ALT-00424,ENERGY_SPIKE,CRITICAL,1,1362.15,5.6,1,MANUAL_INTERVENTION,day
+2024-05-21 16:00:00,ALT-00425,TEMP_HIGH,MEDIUM,8,1416.95,2.5,1,SENSOR_RECALIBRATED,day
+2024-05-22 00:00:00,ALT-00426,ANOMALY_DETECTED,HIGH,6,1416.46,38.4,1,AUTO_CORRECTED,day
+2024-05-22 08:00:00,ALT-00427,ANOMALY_DETECTED,MEDIUM,6,1441.7,8.7,1,MANUAL_INTERVENTION,day
+2024-05-22 16:00:00,ALT-00428,TEMP_LOW,MEDIUM,8,1404.44,6.5,1,AUTO_CORRECTED,night
+2024-05-23 00:00:00,ALT-00429,SENSOR_FAULT,HIGH,3,1468.76,1.0,1,SENSOR_RECALIBRATED,evening
+2024-05-23 08:00:00,ALT-00430,TEMP_HIGH,LOW,5,1363.0,10.6,1,AUTO_CORRECTED,day
+2024-05-23 16:00:00,ALT-00431,ENERGY_SPIKE,LOW,8,1411.38,1.0,1,MANUAL_INTERVENTION,evening
+2024-05-24 00:00:00,ALT-00432,SENSOR_FAULT,HIGH,5,1395.46,13.2,1,MANUAL_INTERVENTION,evening
+2024-05-24 08:00:00,ALT-00433,TEMP_HIGH,HIGH,7,1402.66,12.2,1,SENSOR_RECALIBRATED,evening
+2024-05-24 16:00:00,ALT-00434,ANOMALY_DETECTED,CRITICAL,2,1428.82,5.8,1,SENSOR_RECALIBRATED,evening
+2024-05-25 00:00:00,ALT-00435,TEMP_HIGH,MEDIUM,4,1436.98,7.7,1,AUTO_CORRECTED,day
+2024-05-25 08:00:00,ALT-00436,TEMP_HIGH,MEDIUM,3,1433.72,11.4,1,PARAMETER_ADJUSTED,night
+2024-05-25 16:00:00,ALT-00437,ENERGY_SPIKE,LOW,3,1432.08,8.7,1,AUTO_CORRECTED,day
+2024-05-26 00:00:00,ALT-00438,ENERGY_SPIKE,LOW,2,1415.89,9.2,1,AUTO_CORRECTED,day
+2024-05-26 08:00:00,ALT-00439,SENSOR_FAULT,MEDIUM,6,1340.11,11.9,1,PARAMETER_ADJUSTED,night
+2024-05-26 16:00:00,ALT-00440,ENERGY_SPIKE,HIGH,3,1410.59,33.8,1,SENSOR_RECALIBRATED,evening
+2024-05-27 00:00:00,ALT-00441,TEMP_LOW,CRITICAL,5,1406.75,3.7,1,AUTO_CORRECTED,evening
+2024-05-27 08:00:00,ALT-00442,ANOMALY_DETECTED,MEDIUM,7,1410.61,58.4,1,AUTO_CORRECTED,day
+2024-05-27 16:00:00,ALT-00443,ENERGY_SPIKE,LOW,2,1416.26,1.1,1,PARAMETER_ADJUSTED,night
+2024-05-28 00:00:00,ALT-00444,TEMP_HIGH,CRITICAL,5,1464.44,30.9,1,SENSOR_RECALIBRATED,evening
+2024-05-28 08:00:00,ALT-00445,ANOMALY_DETECTED,CRITICAL,5,1453.37,8.6,1,AUTO_CORRECTED,evening
+2024-05-28 16:00:00,ALT-00446,TEMP_HIGH,HIGH,6,1427.84,4.8,1,MANUAL_INTERVENTION,evening
+2024-05-29 00:00:00,ALT-00447,SENSOR_FAULT,CRITICAL,7,1427.45,14.9,1,MANUAL_INTERVENTION,day
+2024-05-29 08:00:00,ALT-00448,TEMP_HIGH,MEDIUM,2,1435.51,14.0,1,SENSOR_RECALIBRATED,night
+2024-05-29 16:00:00,ALT-00449,TEMP_HIGH,MEDIUM,4,1419.63,30.4,1,AUTO_CORRECTED,day
+2024-05-30 00:00:00,ALT-00450,TEMP_LOW,LOW,7,1400.06,1.0,1,AUTO_CORRECTED,evening
+2024-05-30 08:00:00,ALT-00451,TEMP_LOW,HIGH,6,1416.63,13.8,1,MANUAL_INTERVENTION,evening
+2024-05-30 16:00:00,ALT-00452,TEMP_LOW,LOW,2,1469.74,22.2,0,PENDING,day
+2024-05-31 00:00:00,ALT-00453,SENSOR_FAULT,MEDIUM,1,1411.27,28.5,1,MANUAL_INTERVENTION,day
+2024-05-31 08:00:00,ALT-00454,ENERGY_SPIKE,LOW,5,1434.65,18.8,1,PARAMETER_ADJUSTED,evening
+2024-05-31 16:00:00,ALT-00455,TEMP_HIGH,HIGH,4,1435.53,4.2,1,AUTO_CORRECTED,evening
+2024-06-01 00:00:00,ALT-00456,ENERGY_SPIKE,MEDIUM,4,1464.85,14.7,1,AUTO_CORRECTED,night
+2024-06-01 08:00:00,ALT-00457,TEMP_HIGH,CRITICAL,2,1417.85,9.3,1,SENSOR_RECALIBRATED,night
+2024-06-01 16:00:00,ALT-00458,ENERGY_SPIKE,LOW,4,1408.92,12.7,1,PARAMETER_ADJUSTED,night
+2024-06-02 00:00:00,ALT-00459,TEMP_LOW,LOW,3,1391.69,3.9,0,PENDING,day
+2024-06-02 08:00:00,ALT-00460,ENERGY_SPIKE,LOW,5,1459.5,1.4,1,PARAMETER_ADJUSTED,night
+2024-06-02 16:00:00,ALT-00461,TEMP_LOW,MEDIUM,4,1432.31,8.4,1,PARAMETER_ADJUSTED,evening
+2024-06-03 00:00:00,ALT-00462,TEMP_HIGH,HIGH,1,1441.75,9.8,1,SENSOR_RECALIBRATED,night
+2024-06-03 08:00:00,ALT-00463,FLOW_RATE_LOW,LOW,6,1424.48,1.0,1,AUTO_CORRECTED,day
+2024-06-03 16:00:00,ALT-00464,ENERGY_SPIKE,LOW,1,1395.76,1.6,1,SENSOR_RECALIBRATED,day
+2024-06-04 00:00:00,ALT-00465,ANOMALY_DETECTED,MEDIUM,6,1397.51,54.9,1,PARAMETER_ADJUSTED,evening
+2024-06-04 08:00:00,ALT-00466,ENERGY_SPIKE,MEDIUM,1,1456.31,12.6,1,PARAMETER_ADJUSTED,night
+2024-06-04 16:00:00,ALT-00467,TEMP_LOW,MEDIUM,6,1454.39,35.6,1,PARAMETER_ADJUSTED,day
+2024-06-05 00:00:00,ALT-00468,FLOW_RATE_LOW,MEDIUM,5,1406.7,10.0,1,AUTO_CORRECTED,night
+2024-06-05 08:00:00,ALT-00469,PRESSURE_WARNING,HIGH,1,1419.19,20.8,1,SENSOR_RECALIBRATED,night
+2024-06-05 16:00:00,ALT-00470,ANOMALY_DETECTED,LOW,5,1400.86,3.1,1,AUTO_CORRECTED,day
+2024-06-06 00:00:00,ALT-00471,ANOMALY_DETECTED,HIGH,4,1372.59,14.0,0,PENDING,evening
+2024-06-06 08:00:00,ALT-00472,TEMP_LOW,LOW,8,1372.58,18.1,1,MANUAL_INTERVENTION,evening
+2024-06-06 16:00:00,ALT-00473,ANOMALY_DETECTED,CRITICAL,3,1385.48,6.0,1,AUTO_CORRECTED,evening
+2024-06-07 00:00:00,ALT-00474,SENSOR_FAULT,HIGH,1,1480.0,12.6,1,AUTO_CORRECTED,day
+2024-06-07 08:00:00,ALT-00475,TEMP_LOW,MEDIUM,4,1410.73,14.3,1,MANUAL_INTERVENTION,evening
+2024-06-07 16:00:00,ALT-00476,ANOMALY_DETECTED,CRITICAL,6,1427.12,10.8,1,SENSOR_RECALIBRATED,day
+2024-06-08 00:00:00,ALT-00477,ANOMALY_DETECTED,MEDIUM,4,1462.45,46.9,1,PARAMETER_ADJUSTED,day
+2024-06-08 08:00:00,ALT-00478,ANOMALY_DETECTED,HIGH,2,1431.29,15.4,1,PARAMETER_ADJUSTED,evening
+2024-06-08 16:00:00,ALT-00479,ANOMALY_DETECTED,HIGH,7,1383.83,1.4,1,PARAMETER_ADJUSTED,evening
+2024-06-09 00:00:00,ALT-00480,ENERGY_SPIKE,MEDIUM,2,1417.63,29.8,1,AUTO_CORRECTED,evening
+2024-06-09 08:00:00,ALT-00481,ENERGY_SPIKE,LOW,8,1473.87,4.6,1,MANUAL_INTERVENTION,evening
+2024-06-09 16:00:00,ALT-00482,TEMP_LOW,LOW,1,1439.48,6.9,1,AUTO_CORRECTED,evening
+2024-06-10 00:00:00,ALT-00483,TEMP_HIGH,HIGH,7,1388.83,20.6,1,SENSOR_RECALIBRATED,day
+2024-06-10 08:00:00,ALT-00484,ANOMALY_DETECTED,CRITICAL,7,1398.4,19.9,1,SENSOR_RECALIBRATED,day
+2024-06-10 16:00:00,ALT-00485,TEMP_HIGH,HIGH,5,1429.47,12.1,1,PARAMETER_ADJUSTED,night
+2024-06-11 00:00:00,ALT-00486,ENERGY_SPIKE,MEDIUM,8,1414.24,1.0,1,SENSOR_RECALIBRATED,night
+2024-06-11 08:00:00,ALT-00487,SENSOR_FAULT,HIGH,8,1437.0,3.5,1,MANUAL_INTERVENTION,day
+2024-06-11 16:00:00,ALT-00488,ENERGY_SPIKE,LOW,4,1460.53,21.8,1,MANUAL_INTERVENTION,night
+2024-06-12 00:00:00,ALT-00489,ENERGY_SPIKE,LOW,4,1435.54,5.1,1,PARAMETER_ADJUSTED,day
+2024-06-12 08:00:00,ALT-00490,SENSOR_FAULT,CRITICAL,6,1441.56,19.3,1,AUTO_CORRECTED,day
+2024-06-12 16:00:00,ALT-00491,TEMP_LOW,HIGH,3,1370.12,1.1,1,MANUAL_INTERVENTION,day
+2024-06-13 00:00:00,ALT-00492,ENERGY_SPIKE,MEDIUM,3,1388.61,53.2,1,MANUAL_INTERVENTION,evening
+2024-06-13 08:00:00,ALT-00493,ANOMALY_DETECTED,MEDIUM,5,1391.14,10.5,1,PARAMETER_ADJUSTED,night
+2024-06-13 16:00:00,ALT-00494,SENSOR_FAULT,CRITICAL,7,1391.88,17.5,1,AUTO_CORRECTED,night
+2024-06-14 00:00:00,ALT-00495,ANOMALY_DETECTED,MEDIUM,8,1397.74,17.1,1,SENSOR_RECALIBRATED,night
+2024-06-14 08:00:00,ALT-00496,SENSOR_FAULT,MEDIUM,1,1404.17,45.6,1,MANUAL_INTERVENTION,day
+2024-06-14 16:00:00,ALT-00497,SENSOR_FAULT,CRITICAL,7,1437.47,8.4,1,AUTO_CORRECTED,night
+2024-06-15 00:00:00,ALT-00498,TEMP_HIGH,HIGH,6,1417.08,1.7,1,PARAMETER_ADJUSTED,night
+2024-06-15 08:00:00,ALT-00499,TEMP_LOW,HIGH,8,1397.92,1.0,1,SENSOR_RECALIBRATED,evening

static/data/maintenance_history.csv

@@ -0,0 +1,1001 @@
+date,equipment,maintenance_type,duration_hours,cost_usd,downtime_hours,parts_replaced,health_score_before,health_score_after,next_maintenance_days,technician_id
+2024-01-01,Safety_System,PREVENTIVE,1.1,98.87,8.8,1,52.4,91.9,27,5
+2024-01-02,Safety_System,PREVENTIVE,10.3,43.02,2.9,3,75.5,88.7,64,2
+2024-01-03,Furnace_3,PREDICTIVE,4.7,668.2,2.1,1,75.9,97.9,41,7
+2024-01-04,Furnace_1,CORRECTIVE,0.7,339.24,0.7,4,77.1,87.3,55,3
+2024-01-05,Control_Panel,PREVENTIVE,2.2,693.43,1.9,1,64.5,96.4,50,9
+2024-01-06,Safety_System,CORRECTIVE,8.1,296.92,0.6,3,55.5,89.9,9,9
+2024-01-07,Power_Unit,PREVENTIVE,7.1,190.94,10.7,0,71.2,99.7,33,7
+2024-01-08,Control_Panel,PREDICTIVE,10.9,2205.56,1.9,1,51.3,92.8,34,2
+2024-01-09,Safety_System,CORRECTIVE,2.0,170.96,1.3,4,71.4,95.2,71,5
+2024-01-10,Sensor_Array,PREVENTIVE,12.0,612.94,4.9,4,69.1,86.2,36,3
+2024-01-11,Cooling_System,CORRECTIVE,1.0,707.59,1.6,4,65.2,98.0,70,9
+2024-01-12,Safety_System,PREDICTIVE,2.3,435.68,2.2,1,64.9,87.5,62,4
+2024-01-13,Control_Panel,CORRECTIVE,5.9,329.23,0.2,3,71.3,91.5,50,6
+2024-01-14,Furnace_2,PREVENTIVE,6.0,1249.07,0.8,2,52.3,97.9,23,6
+2024-01-15,Furnace_1,EMERGENCY,4.2,188.62,0.5,2,66.6,90.3,78,9
+2024-01-16,Furnace_3,PREVENTIVE,7.5,345.85,0.9,1,64.3,99.3,86,4
+2024-01-17,Furnace_3,PREVENTIVE,3.8,751.94,0.9,0,62.3,98.5,53,9
+2024-01-18,Furnace_1,PREVENTIVE,2.6,36.94,0.0,1,87.1,97.0,47,1
+2024-01-19,Control_Panel,PREVENTIVE,0.5,146.78,0.3,2,50.3,86.8,61,8
+2024-01-20,Furnace_2,CORRECTIVE,0.3,382.0,1.0,0,63.6,98.4,79,1
+2024-01-21,Cooling_System,PREVENTIVE,2.4,1789.5,0.8,2,73.6,94.4,53,2
+2024-01-22,Furnace_3,CORRECTIVE,8.8,43.47,0.9,3,87.1,93.9,42,2
+2024-01-23,Furnace_1,PREVENTIVE,3.9,1299.92,0.7,4,53.7,91.0,72,5
+2024-01-24,Furnace_2,PREVENTIVE,0.3,508.39,5.8,0,78.0,90.9,86,2
+2024-01-25,Furnace_2,CORRECTIVE,3.1,99.69,2.3,3,85.2,85.2,25,6
+2024-01-26,Power_Unit,PREVENTIVE,2.6,384.76,6.6,1,56.3,92.8,56,4
+2024-01-27,Furnace_3,PREVENTIVE,6.9,25.02,7.1,2,76.9,89.3,8,8
+2024-01-28,Power_Unit,PREVENTIVE,2.2,958.4,0.5,4,58.6,94.1,87,4
+2024-01-29,Safety_System,PREDICTIVE,0.7,57.47,0.6,2,55.9,95.3,87,3
+2024-01-30,Power_Unit,PREVENTIVE,26.8,1821.72,0.5,0,87.5,92.6,20,9
+2024-01-31,Sensor_Array,PREDICTIVE,6.1,54.72,4.7,1,54.0,95.4,60,2
+2024-02-01,Safety_System,PREVENTIVE,0.0,300.82,4.2,0,83.2,90.9,47,2
+2024-02-02,Power_Unit,PREVENTIVE,14.8,1245.89,2.5,3,51.3,86.5,57,7
+2024-02-03,Safety_System,PREVENTIVE,3.4,804.97,0.2,2,77.1,97.7,89,8
+2024-02-04,Cooling_System,CORRECTIVE,0.5,276.47,3.0,0,82.4,96.0,24,7
+2024-02-05,Control_Panel,PREVENTIVE,1.9,55.87,6.5,1,74.2,97.9,59,4
+2024-02-06,Safety_System,CORRECTIVE,0.1,47.05,0.5,2,86.0,89.9,81,8
+2024-02-07,Power_Unit,PREVENTIVE,2.5,757.93,0.8,0,78.2,95.4,73,9
+2024-02-08,Control_Panel,EMERGENCY,0.7,169.13,2.0,4,55.2,94.1,52,9
+2024-02-09,Sensor_Array,CORRECTIVE,0.2,57.18,1.5,1,61.0,92.5,33,7
+2024-02-10,Furnace_2,PREDICTIVE,6.6,695.87,2.5,0,75.6,91.2,14,1
+2024-02-11,Cooling_System,PREVENTIVE,0.2,988.66,1.5,1,69.8,98.7,62,1
+2024-02-12,Safety_System,CORRECTIVE,3.1,929.36,0.1,3,76.5,97.4,84,8
+2024-02-13,Furnace_3,PREVENTIVE,5.8,1715.96,5.9,3,77.3,94.8,65,1
+2024-02-14,Cooling_System,PREVENTIVE,7.2,134.1,2.6,0,77.0,87.8,45,5
+2024-02-15,Sensor_Array,PREVENTIVE,7.2,506.49,6.4,4,61.4,94.4,48,8
+2024-02-16,Furnace_1,PREVENTIVE,2.2,393.77,2.0,2,56.2,90.3,26,5
+2024-02-17,Furnace_3,PREVENTIVE,0.6,45.1,4.6,3,65.9,93.9,67,7
+2024-02-18,Furnace_1,PREVENTIVE,2.1,66.48,6.7,4,71.7,89.0,85,5
+2024-02-19,Control_Panel,PREVENTIVE,0.4,111.04,2.3,4,73.3,90.0,12,3
+2024-02-20,Control_Panel,PREVENTIVE,5.9,749.12,1.5,0,69.5,92.4,14,2
+2024-02-21,Furnace_2,PREVENTIVE,3.2,722.72,1.3,2,50.2,94.1,67,3
+2024-02-22,Cooling_System,PREVENTIVE,7.5,276.63,0.1,3,80.4,93.0,85,9
+2024-02-23,Power_Unit,PREVENTIVE,2.7,351.39,1.5,2,65.2,94.9,82,3
+2024-02-24,Furnace_1,PREVENTIVE,6.2,303.68,1.3,3,53.7,87.7,16,8
+2024-02-25,Cooling_System,PREVENTIVE,1.5,130.61,0.3,1,50.6,89.1,68,5
+2024-02-26,Furnace_2,PREVENTIVE,0.4,375.91,5.7,2,79.1,99.4,59,1
+2024-02-27,Control_Panel,PREVENTIVE,6.3,29.21,0.7,1,85.3,86.3,7,9
+2024-02-28,Furnace_3,PREVENTIVE,0.0,475.33,6.0,3,83.1,87.5,7,9
+2024-02-29,Sensor_Array,PREVENTIVE,3.3,1035.77,6.0,4,54.6,92.4,49,2
+2024-03-01,Cooling_System,PREVENTIVE,5.8,417.12,0.3,0,82.5,94.7,31,9
+2024-03-02,Power_Unit,CORRECTIVE,1.0,947.58,0.3,4,69.6,96.3,48,4
+2024-03-03,Sensor_Array,PREVENTIVE,0.6,62.34,5.5,1,84.8,95.2,53,5
+2024-03-04,Furnace_1,PREVENTIVE,1.4,450.88,2.7,2,77.2,90.0,57,3
+2024-03-05,Furnace_1,PREDICTIVE,1.0,51.47,3.0,0,55.9,91.7,86,4
+2024-03-06,Furnace_2,PREVENTIVE,0.7,907.18,2.5,4,55.1,86.1,49,8
+2024-03-07,Power_Unit,PREVENTIVE,3.1,117.79,0.7,0,51.6,93.7,34,6
+2024-03-08,Furnace_3,EMERGENCY,2.9,91.38,2.1,0,75.3,98.7,85,1
+2024-03-09,Furnace_1,CORRECTIVE,3.7,127.31,0.0,1,55.2,97.9,22,7
+2024-03-10,Furnace_3,PREVENTIVE,4.4,1111.58,0.6,0,85.1,87.1,86,7
+2024-03-11,Safety_System,PREVENTIVE,7.7,186.01,1.0,3,81.6,92.0,66,4
+2024-03-12,Sensor_Array,CORRECTIVE,1.1,696.56,1.3,2,74.7,92.8,44,7
+2024-03-13,Furnace_1,CORRECTIVE,19.3,431.89,0.1,2,86.8,96.3,15,8
+2024-03-14,Sensor_Array,CORRECTIVE,5.0,1961.0,0.2,0,89.5,95.2,27,3
+2024-03-15,Furnace_3,CORRECTIVE,2.7,418.19,1.3,0,68.6,87.3,82,8
+2024-03-16,Sensor_Array,PREVENTIVE,0.9,88.54,1.6,0,70.1,97.2,36,6
+2024-03-17,Sensor_Array,EMERGENCY,0.4,405.41,0.1,0,58.2,95.8,80,6
+2024-03-18,Cooling_System,PREVENTIVE,4.3,745.9,4.9,0,87.4,97.2,36,6
+2024-03-19,Furnace_3,PREVENTIVE,0.3,564.46,0.4,2,72.9,97.6,50,2
+2024-03-20,Power_Unit,PREVENTIVE,6.2,262.19,1.0,0,69.6,91.0,85,5
+2024-03-21,Furnace_2,EMERGENCY,2.8,1584.76,0.3,4,62.7,95.9,48,6
+2024-03-22,Furnace_1,CORRECTIVE,3.9,72.66,4.5,2,63.8,98.3,34,2
+2024-03-23,Safety_System,PREVENTIVE,4.7,2473.2,5.5,1,78.8,87.2,52,2
+2024-03-24,Control_Panel,PREDICTIVE,6.1,490.21,0.8,4,53.9,93.1,67,9
+2024-03-25,Furnace_2,PREVENTIVE,16.9,808.31,1.3,2,86.5,98.7,41,7
+2024-03-26,Safety_System,PREDICTIVE,6.2,388.18,0.0,4,50.5,93.5,87,8
+2024-03-27,Furnace_1,PREVENTIVE,10.4,595.09,0.6,4,52.3,88.6,36,6
+2024-03-28,Cooling_System,PREDICTIVE,6.0,840.87,0.4,0,81.9,95.2,89,4
+2024-03-29,Furnace_1,PREVENTIVE,3.6,33.32,0.6,3,54.0,93.8,31,8
+2024-03-30,Sensor_Array,PREDICTIVE,8.0,1083.59,0.4,1,50.6,97.4,54,4
+2024-03-31,Furnace_1,PREVENTIVE,9.2,468.5,0.8,4,62.5,88.8,62,5
+2024-04-01,Cooling_System,PREVENTIVE,0.3,357.37,0.5,4,57.0,93.3,7,6
+2024-04-02,Control_Panel,PREVENTIVE,0.1,751.37,5.5,4,63.7,98.5,15,3
+2024-04-03,Safety_System,PREVENTIVE,6.1,4554.75,0.8,0,73.4,93.3,48,7
+2024-04-04,Power_Unit,PREVENTIVE,2.6,90.47,6.8,0,64.0,92.0,68,4
+2024-04-05,Furnace_1,PREVENTIVE,3.2,1441.45,8.2,0,79.5,86.3,81,5
+2024-04-06,Furnace_1,PREVENTIVE,6.6,215.75,1.7,3,77.3,88.6,64,6
+2024-04-07,Safety_System,PREVENTIVE,0.8,1091.25,0.2,2,70.9,91.3,17,9
+2024-04-08,Sensor_Array,CORRECTIVE,6.4,627.14,3.8,0,72.5,98.3,26,7
+2024-04-09,Cooling_System,PREVENTIVE,8.7,178.48,4.5,1,57.5,92.1,78,9
+2024-04-10,Furnace_1,PREDICTIVE,1.2,194.85,1.4,0,54.7,99.2,58,1
+2024-04-11,Furnace_2,CORRECTIVE,4.2,225.42,0.9,2,80.0,91.8,38,6
+2024-04-12,Sensor_Array,PREVENTIVE,10.6,227.95,0.7,2,75.9,91.3,75,2
+2024-04-13,Cooling_System,PREVENTIVE,4.3,486.0,3.2,2,69.6,92.1,33,7
+2024-04-14,Control_Panel,CORRECTIVE,0.9,397.15,3.1,4,61.2,89.8,18,8
+2024-04-15,Cooling_System,EMERGENCY,3.3,173.21,1.1,3,51.9,90.7,37,5
+2024-04-16,Furnace_2,CORRECTIVE,13.5,149.4,1.7,2,64.2,96.6,64,6
+2024-04-17,Sensor_Array,PREVENTIVE,9.6,937.01,1.5,3,83.5,92.4,43,5
+2024-04-18,Furnace_2,PREVENTIVE,0.7,22.15,0.5,0,67.2,98.5,35,1
+2024-04-19,Furnace_2,PREVENTIVE,1.7,1969.89,1.2,3,67.9,88.8,64,9
+2024-04-20,Control_Panel,CORRECTIVE,0.2,67.72,1.0,2,76.9,87.3,87,7
+2024-04-21,Cooling_System,PREVENTIVE,2.6,479.76,0.0,3,51.9,88.6,46,9
+2024-04-22,Furnace_1,PREDICTIVE,3.8,649.83,1.2,4,86.3,95.5,29,8
+2024-04-23,Furnace_1,PREVENTIVE,0.4,127.3,2.4,0,58.0,85.3,45,3
+2024-04-24,Safety_System,CORRECTIVE,1.1,3.14,2.2,1,55.1,87.6,45,9
+2024-04-25,Furnace_1,EMERGENCY,5.6,102.28,0.5,0,67.4,95.4,61,7
+2024-04-26,Sensor_Array,PREVENTIVE,5.8,165.75,0.9,3,77.3,92.2,10,3
+2024-04-27,Safety_System,PREVENTIVE,6.6,205.6,0.9,0,51.1,93.5,13,6
+2024-04-28,Power_Unit,PREVENTIVE,0.5,508.89,0.2,3,81.7,93.3,15,8
+2024-04-29,Furnace_3,PREDICTIVE,3.2,1459.4,8.2,1,84.6,96.1,15,6
+2024-04-30,Sensor_Array,PREVENTIVE,1.0,408.93,3.3,0,52.7,85.5,11,1
+2024-05-01,Sensor_Array,CORRECTIVE,8.4,6.64,1.6,1,74.1,90.7,19,1
+2024-05-02,Furnace_2,CORRECTIVE,1.1,1625.49,1.7,2,62.9,90.4,30,1
+2024-05-03,Power_Unit,PREVENTIVE,11.0,12.27,1.7,2,70.6,87.6,14,8
+2024-05-04,Cooling_System,CORRECTIVE,6.7,483.83,0.5,2,57.9,89.1,88,9
+2024-05-05,Safety_System,PREVENTIVE,2.4,1217.15,0.1,1,84.4,98.4,34,3
+2024-05-06,Cooling_System,PREVENTIVE,1.9,433.98,2.0,4,75.5,95.6,19,8
+2024-05-07,Furnace_1,PREVENTIVE,1.4,239.0,1.0,4,50.8,95.4,81,6
+2024-05-08,Furnace_3,CORRECTIVE,10.1,486.47,2.5,0,74.9,92.4,89,8
+2024-05-09,Furnace_1,PREVENTIVE,1.0,712.46,2.0,0,84.2,89.9,11,7
+2024-05-10,Control_Panel,PREVENTIVE,3.9,270.58,0.1,4,55.6,89.0,73,4
+2024-05-11,Control_Panel,CORRECTIVE,2.2,468.46,0.8,2,53.1,86.3,52,7
+2024-05-12,Cooling_System,PREVENTIVE,0.2,598.42,1.8,3,76.8,86.6,35,2
+2024-05-13,Furnace_3,PREVENTIVE,2.4,171.62,2.7,2,55.7,89.5,40,1
+2024-05-14,Safety_System,CORRECTIVE,4.9,143.02,8.5,3,88.4,93.2,67,9
+2024-05-15,Cooling_System,CORRECTIVE,6.0,2018.65,4.3,2,79.5,92.8,52,7
+2024-05-16,Cooling_System,CORRECTIVE,6.5,383.75,1.3,4,51.7,86.4,24,6
+2024-05-17,Furnace_1,PREDICTIVE,1.1,136.83,2.5,0,85.0,99.6,56,7
+2024-05-18,Control_Panel,PREDICTIVE,10.9,481.8,2.0,3,73.8,87.3,76,6
+2024-05-19,Safety_System,PREVENTIVE,4.0,476.92,0.2,4,52.9,93.8,89,2
+2024-05-20,Furnace_3,PREVENTIVE,1.5,1411.77,4.2,1,62.2,99.4,45,8
+2024-05-21,Furnace_2,PREVENTIVE,2.3,1557.17,0.0,1,69.3,99.2,40,4
+2024-05-22,Sensor_Array,PREVENTIVE,3.5,431.27,0.8,2,52.5,88.0,40,1
+2024-05-23,Furnace_3,PREDICTIVE,0.9,48.27,1.2,3,89.1,92.4,45,2
+2024-05-24,Sensor_Array,PREDICTIVE,12.8,438.8,0.3,2,84.9,85.9,89,6
+2024-05-25,Furnace_2,PREVENTIVE,0.8,209.98,3.7,1,51.6,99.8,33,1
+2024-05-26,Power_Unit,PREVENTIVE,1.8,530.71,1.3,2,64.4,97.1,53,8
+2024-05-27,Power_Unit,PREVENTIVE,4.5,281.19,5.8,2,53.1,85.6,9,2
+2024-05-28,Safety_System,CORRECTIVE,3.3,346.07,1.2,4,79.2,99.0,77,3
+2024-05-29,Power_Unit,PREVENTIVE,1.4,908.83,2.9,0,70.2,89.5,49,3
+2024-05-30,Control_Panel,CORRECTIVE,4.1,759.49,1.6,1,61.6,99.4,64,3
+2024-05-31,Cooling_System,CORRECTIVE,5.4,269.61,2.3,0,68.3,95.4,22,5
+2024-06-01,Furnace_2,PREVENTIVE,0.0,36.14,5.4,4,50.6,97.5,49,1
+2024-06-02,Cooling_System,PREDICTIVE,0.0,63.82,0.1,2,81.5,93.7,89,3
+2024-06-03,Sensor_Array,EMERGENCY,1.2,1204.02,1.2,2,74.8,90.3,33,4
+2024-06-04,Control_Panel,PREVENTIVE,4.5,195.56,1.4,1,59.9,87.1,24,7
+2024-06-05,Safety_System,PREDICTIVE,3.6,918.77,2.7,1,85.8,98.7,52,2
+2024-06-06,Furnace_2,PREVENTIVE,3.5,1096.39,0.0,0,60.2,87.6,34,8
+2024-06-07,Furnace_2,PREVENTIVE,1.1,92.28,0.8,2,77.3,95.7,26,4
+2024-06-08,Control_Panel,PREVENTIVE,5.2,279.03,2.8,4,57.9,97.9,20,5
+2024-06-09,Furnace_1,PREVENTIVE,13.6,290.38,1.0,4,77.9,97.3,8,7
+2024-06-10,Cooling_System,PREVENTIVE,2.3,468.42,1.2,1,65.1,94.0,62,6
+2024-06-11,Control_Panel,PREVENTIVE,2.7,287.4,0.2,1,81.5,85.6,37,6
+2024-06-12,Control_Panel,PREVENTIVE,6.0,552.96,0.1,0,81.9,94.9,25,5
+2024-06-13,Furnace_1,PREDICTIVE,4.5,1768.51,0.6,1,81.0,98.2,47,1
+2024-06-14,Sensor_Array,PREDICTIVE,4.6,197.47,0.1,0,52.3,94.8,19,9
+2024-06-15,Cooling_System,EMERGENCY,1.9,598.83,2.6,3,50.8,96.3,67,5
+2024-06-16,Power_Unit,PREVENTIVE,3.1,871.01,6.0,1,58.2,87.5,61,6
+2024-06-17,Sensor_Array,PREDICTIVE,2.9,62.42,1.7,0,74.6,99.3,75,3
+2024-06-18,Safety_System,PREVENTIVE,0.7,478.88,0.7,2,80.3,91.1,82,4
+2024-06-19,Furnace_3,PREDICTIVE,2.2,176.98,0.2,3,84.9,92.4,73,4
+2024-06-20,Power_Unit,CORRECTIVE,0.4,239.89,3.0,0,86.0,95.0,20,4
+2024-06-21,Sensor_Array,CORRECTIVE,1.1,83.52,1.2,4,69.2,86.6,34,1
+2024-06-22,Power_Unit,PREVENTIVE,1.6,1197.57,0.1,3,63.4,90.1,55,4
+2024-06-23,Furnace_3,PREVENTIVE,1.1,666.1,0.8,4,75.5,89.1,26,3
+2024-06-24,Furnace_2,PREDICTIVE,1.5,235.86,0.3,2,76.7,90.8,9,2
+2024-06-25,Sensor_Array,PREVENTIVE,9.3,70.79,5.8,2,71.2,99.4,46,1
+2024-06-26,Cooling_System,PREVENTIVE,0.2,203.62,3.8,2,55.0,90.9,56,6
+2024-06-27,Cooling_System,EMERGENCY,0.8,380.79,1.2,2,57.0,96.4,65,5
+2024-06-28,Sensor_Array,PREDICTIVE,2.5,819.24,0.4,3,82.4,96.4,12,7
+2024-06-29,Furnace_2,PREVENTIVE,2.0,306.81,3.4,2,61.5,96.1,61,9
+2024-06-30,Power_Unit,EMERGENCY,7.7,73.56,1.8,3,87.1,88.5,32,6
+2024-07-01,Safety_System,EMERGENCY,0.1,568.83,2.7,3,80.7,99.7,31,2
+2024-07-02,Safety_System,CORRECTIVE,1.1,82.25,6.0,4,78.2,85.3,89,7
+2024-07-03,Furnace_1,PREDICTIVE,4.5,1031.19,0.6,1,62.7,87.6,73,8
+2024-07-04,Control_Panel,PREVENTIVE,1.0,1604.26,1.3,1,68.0,86.2,61,8
+2024-07-05,Power_Unit,PREDICTIVE,4.2,801.47,2.6,0,80.7,94.9,65,2
+2024-07-06,Control_Panel,PREVENTIVE,5.4,1056.84,2.0,0,53.2,89.3,38,6
+2024-07-07,Power_Unit,PREVENTIVE,6.9,196.1,0.1,1,72.8,85.8,31,6
+2024-07-08,Cooling_System,CORRECTIVE,1.3,89.48,1.0,4,67.7,90.3,82,2
+2024-07-09,Control_Panel,PREVENTIVE,1.4,38.86,0.9,1,53.2,96.6,38,3
+2024-07-10,Sensor_Array,PREVENTIVE,1.8,296.94,6.5,3,53.5,88.4,46,3
+2024-07-11,Safety_System,EMERGENCY,4.2,1070.29,1.2,1,89.8,97.3,38,5
+2024-07-12,Power_Unit,PREVENTIVE,3.3,525.62,0.9,0,60.8,87.2,41,9
+2024-07-13,Safety_System,CORRECTIVE,0.8,124.92,6.5,3,87.2,96.9,12,7
+2024-07-14,Furnace_1,PREVENTIVE,1.4,218.14,0.3,4,82.5,91.9,28,6
+2024-07-15,Cooling_System,PREVENTIVE,7.1,399.05,2.0,3,74.3,98.5,88,5
+2024-07-16,Control_Panel,CORRECTIVE,1.0,244.47,0.9,2,69.8,94.7,69,5
+2024-07-17,Power_Unit,CORRECTIVE,0.4,1251.62,2.6,1,54.9,97.8,87,4
+2024-07-18,Control_Panel,PREVENTIVE,5.7,1467.11,2.7,3,75.6,92.8,38,3
+2024-07-19,Control_Panel,PREVENTIVE,0.4,14.14,1.6,3,75.5,94.2,77,7
+2024-07-20,Furnace_1,PREVENTIVE,3.4,731.41,4.5,1,50.9,98.0,72,8
+2024-07-21,Sensor_Array,PREDICTIVE,4.3,1502.98,4.2,4,80.0,97.9,12,5
+2024-07-22,Furnace_1,CORRECTIVE,13.0,395.56,2.1,0,50.4,96.3,18,6
+2024-07-23,Cooling_System,PREVENTIVE,7.4,30.27,1.6,4,54.1,91.1,62,3
+2024-07-24,Sensor_Array,PREVENTIVE,0.4,35.91,0.8,3,77.6,97.6,47,7
+2024-07-25,Control_Panel,PREVENTIVE,1.3,117.39,1.2,0,50.3,92.9,21,3
+2024-07-26,Furnace_3,PREVENTIVE,7.3,596.07,1.3,2,77.4,99.0,20,1
+2024-07-27,Furnace_3,PREVENTIVE,4.0,104.49,3.4,3,53.5,90.6,78,2
+2024-07-28,Furnace_2,PREDICTIVE,7.5,381.77,5.7,4,71.6,94.0,20,5
+2024-07-29,Control_Panel,PREVENTIVE,2.1,342.16,0.7,4,60.8,91.1,22,9
+2024-07-30,Sensor_Array,PREVENTIVE,5.0,263.81,1.8,0,79.0,98.5,62,1
+2024-07-31,Cooling_System,PREDICTIVE,0.6,567.67,4.2,0,51.1,96.1,51,3
+2024-08-01,Cooling_System,PREVENTIVE,2.5,223.63,3.2,3,51.5,90.6,19,2
+2024-08-02,Sensor_Array,PREDICTIVE,0.4,737.32,0.4,4,89.2,97.2,13,4
+2024-08-03,Sensor_Array,PREVENTIVE,1.9,208.46,2.6,0,87.6,96.7,82,8
+2024-08-04,Power_Unit,PREVENTIVE,8.1,213.75,0.0,0,79.7,97.9,46,4
+2024-08-05,Furnace_2,PREVENTIVE,5.3,195.54,0.8,4,73.0,89.2,16,9
+2024-08-06,Power_Unit,CORRECTIVE,0.4,531.88,1.0,0,70.5,97.0,47,6
+2024-08-07,Power_Unit,PREVENTIVE,2.7,108.68,0.2,4,82.7,97.4,34,4
+2024-08-08,Safety_System,PREVENTIVE,28.8,528.86,2.0,2,69.1,98.8,14,9
+2024-08-09,Furnace_2,PREDICTIVE,10.3,50.77,0.3,0,64.7,89.2,55,4
+2024-08-10,Furnace_1,CORRECTIVE,0.2,448.85,1.4,0,63.8,88.7,76,2
+2024-08-11,Furnace_1,CORRECTIVE,6.4,377.48,0.0,0,84.5,95.4,63,1
+2024-08-12,Safety_System,PREVENTIVE,2.7,1142.67,0.9,0,75.8,91.8,73,8
+2024-08-13,Power_Unit,PREVENTIVE,0.6,417.66,4.7,0,81.2,95.7,49,3
+2024-08-14,Furnace_2,PREVENTIVE,0.1,6.12,0.3,0,56.2,97.3,57,3
+2024-08-15,Power_Unit,PREVENTIVE,5.6,313.48,0.7,3,62.9,93.1,48,7
+2024-08-16,Furnace_2,CORRECTIVE,0.9,65.47,2.8,1,73.3,94.7,75,2
+2024-08-17,Cooling_System,PREVENTIVE,1.3,172.4,6.3,1,54.4,87.6,8,5
+2024-08-18,Sensor_Array,PREDICTIVE,6.5,112.29,1.4,2,53.1,95.5,19,7
+2024-08-19,Furnace_1,PREVENTIVE,5.1,3517.39,0.1,0,56.0,93.2,39,6
+2024-08-20,Control_Panel,PREVENTIVE,4.3,711.15,1.1,4,75.5,90.0,12,2
+2024-08-21,Safety_System,PREVENTIVE,0.4,45.24,0.2,2,89.6,99.7,23,1
+2024-08-22,Cooling_System,PREVENTIVE,0.2,707.44,6.2,4,84.0,90.4,33,1
+2024-08-23,Sensor_Array,PREDICTIVE,1.2,287.45,2.0,0,77.7,98.6,32,4
+2024-08-24,Furnace_1,PREVENTIVE,1.9,868.95,2.4,1,64.9,95.5,51,7
+2024-08-25,Safety_System,PREVENTIVE,0.8,103.83,1.1,0,55.8,89.3,56,4
+2024-08-26,Safety_System,CORRECTIVE,12.6,772.04,2.1,2,76.0,89.5,80,2
+2024-08-27,Furnace_3,PREVENTIVE,0.6,98.06,2.3,3,69.4,99.5,36,6
+2024-08-28,Control_Panel,CORRECTIVE,7.1,669.78,0.2,4,84.6,99.4,64,5
+2024-08-29,Power_Unit,PREVENTIVE,1.9,742.49,0.8,1,81.0,85.9,22,8
+2024-08-30,Power_Unit,CORRECTIVE,3.3,246.03,2.9,4,71.1,94.0,67,1
+2024-08-31,Sensor_Array,CORRECTIVE,2.7,158.64,6.7,1,70.5,88.2,11,9
+2024-09-01,Cooling_System,PREVENTIVE,2.9,380.41,3.4,1,51.0,92.2,70,1
+2024-09-02,Control_Panel,PREVENTIVE,0.2,266.67,1.3,2,52.5,94.6,76,3
+2024-09-03,Power_Unit,PREDICTIVE,0.8,710.67,2.2,3,57.4,87.6,88,1
+2024-09-04,Furnace_2,CORRECTIVE,3.7,1340.83,3.4,1,74.9,98.5,76,1
+2024-09-05,Furnace_1,CORRECTIVE,0.6,230.2,1.9,0,66.5,94.9,71,1
+2024-09-06,Safety_System,PREVENTIVE,0.3,43.28,0.4,2,85.5,94.9,39,1
+2024-09-07,Furnace_2,CORRECTIVE,3.5,489.92,0.9,3,88.9,85.1,61,3
+2024-09-08,Furnace_3,CORRECTIVE,1.9,1424.14,1.6,4,79.9,90.1,68,4
+2024-09-09,Furnace_2,PREDICTIVE,4.2,30.3,2.4,1,75.6,99.7,48,4
+2024-09-10,Cooling_System,PREVENTIVE,2.0,232.78,2.9,3,68.9,99.9,74,2
+2024-09-11,Power_Unit,PREDICTIVE,7.8,246.03,0.1,4,58.5,89.4,37,5
+2024-09-12,Sensor_Array,CORRECTIVE,3.8,25.26,1.7,4,86.2,89.4,72,2
+2024-09-13,Sensor_Array,CORRECTIVE,0.1,500.52,4.4,3,57.2,87.5,89,8
+2024-09-14,Furnace_3,PREVENTIVE,1.0,142.02,1.2,3,86.0,90.2,47,8
+2024-09-15,Furnace_1,PREVENTIVE,4.6,556.78,1.7,0,85.1,90.3,26,5
+2024-09-16,Cooling_System,PREVENTIVE,0.6,234.3,2.9,2,54.6,87.6,55,1
+2024-09-17,Furnace_3,PREVENTIVE,2.8,267.02,0.4,2,69.6,88.4,88,4
+2024-09-18,Cooling_System,PREVENTIVE,3.4,894.03,0.5,0,72.8,98.2,88,7
+2024-09-19,Furnace_1,PREVENTIVE,5.8,252.26,9.0,0,68.4,94.5,80,3
+2024-09-20,Control_Panel,CORRECTIVE,18.3,859.11,1.0,0,53.6,98.1,30,2
+2024-09-21,Furnace_3,PREVENTIVE,0.6,775.91,0.5,1,67.5,95.2,86,2
+2024-09-22,Sensor_Array,PREVENTIVE,2.6,104.17,0.2,1,70.6,85.6,43,2
+2024-09-23,Control_Panel,CORRECTIVE,2.8,1517.47,1.6,1,53.5,85.1,23,9
+2024-09-24,Cooling_System,CORRECTIVE,0.4,147.69,0.6,4,73.5,99.9,17,2
+2024-09-25,Power_Unit,PREVENTIVE,1.6,397.72,1.2,0,73.2,92.3,24,1
+2024-09-26,Control_Panel,PREVENTIVE,12.4,21.91,6.0,3,82.2,97.2,27,8
+2024-09-27,Furnace_3,CORRECTIVE,9.4,694.26,2.1,4,76.1,93.9,59,7
+2024-09-28,Power_Unit,CORRECTIVE,1.9,289.23,4.5,3,81.8,97.9,12,1
+2024-09-29,Power_Unit,PREVENTIVE,10.3,181.64,1.2,3,75.6,87.2,58,2
+2024-09-30,Power_Unit,PREVENTIVE,1.8,503.58,4.5,3,86.1,90.6,27,8
+2024-10-01,Furnace_1,PREDICTIVE,3.8,936.79,3.5,0,71.6,93.3,49,2
+2024-10-02,Control_Panel,PREVENTIVE,7.8,28.61,0.8,4,77.9,95.8,76,5
+2024-10-03,Cooling_System,PREDICTIVE,0.8,201.41,2.3,3,70.4,97.7,21,9
+2024-10-04,Power_Unit,PREDICTIVE,5.0,204.84,3.0,0,86.8,89.4,36,9
+2024-10-05,Sensor_Array,PREVENTIVE,5.1,1245.47,3.1,4,78.7,90.1,40,6
+2024-10-06,Cooling_System,PREVENTIVE,1.0,474.66,1.2,1,65.0,89.4,74,9
+2024-10-07,Furnace_1,PREVENTIVE,5.1,803.81,2.8,4,53.4,95.2,33,5
+2024-10-08,Furnace_3,CORRECTIVE,3.3,524.54,1.9,1,50.1,96.8,81,2
+2024-10-09,Furnace_3,PREVENTIVE,1.2,685.62,7.2,2,75.1,94.9,88,6
+2024-10-10,Furnace_2,CORRECTIVE,3.5,795.85,0.2,0,62.3,99.0,10,7
+2024-10-11,Power_Unit,CORRECTIVE,2.8,484.39,1.6,0,76.6,92.6,83,9
+2024-10-12,Power_Unit,CORRECTIVE,13.4,207.36,1.2,0,63.1,87.9,70,1
+2024-10-13,Safety_System,CORRECTIVE,10.4,342.01,0.2,0,57.6,97.6,70,3
+2024-10-14,Safety_System,EMERGENCY,1.4,764.18,1.1,1,89.3,99.2,78,9
+2024-10-15,Sensor_Array,CORRECTIVE,1.9,91.7,3.2,0,57.5,88.2,87,1
+2024-10-16,Furnace_2,PREVENTIVE,3.0,259.9,0.4,3,66.0,97.1,24,1
+2024-10-17,Furnace_3,PREVENTIVE,9.7,27.86,0.2,2,68.3,90.4,84,5
+2024-10-18,Power_Unit,PREDICTIVE,1.1,375.95,4.0,1,80.3,85.1,42,9
+2024-10-19,Furnace_3,PREDICTIVE,2.2,329.43,2.8,3,80.5,95.3,57,7
+2024-10-20,Cooling_System,PREVENTIVE,0.7,776.41,2.2,2,55.0,86.4,57,8
+2024-10-21,Furnace_3,PREVENTIVE,1.0,559.22,5.4,1,65.3,98.4,45,2
+2024-10-22,Furnace_3,PREVENTIVE,4.4,307.18,1.6,2,84.7,90.7,57,5
+2024-10-23,Safety_System,PREDICTIVE,6.0,375.81,1.3,4,72.1,96.4,27,2
+2024-10-24,Cooling_System,PREVENTIVE,11.6,70.19,5.3,3,53.2,91.1,72,9
+2024-10-25,Sensor_Array,PREDICTIVE,8.0,817.85,0.7,2,77.0,90.8,21,9
+2024-10-26,Control_Panel,PREVENTIVE,7.4,31.88,3.2,3,61.7,91.6,64,7
+2024-10-27,Furnace_1,PREVENTIVE,4.5,186.99,1.4,0,89.3,98.2,42,5
+2024-10-28,Furnace_2,PREVENTIVE,8.2,1110.51,0.7,1,64.8,89.0,78,8
+2024-10-29,Control_Panel,PREDICTIVE,7.2,1068.7,0.2,2,63.5,96.6,28,6
+2024-10-30,Sensor_Array,PREVENTIVE,0.8,145.47,4.3,1,66.2,94.5,85,2
+2024-10-31,Control_Panel,PREDICTIVE,1.5,1677.11,0.3,1,54.6,87.7,41,6
+2024-11-01,Cooling_System,CORRECTIVE,5.6,1580.14,1.8,2,87.7,95.6,25,4
+2024-11-02,Control_Panel,PREVENTIVE,3.5,1548.9,5.6,1,51.9,89.0,33,3
+2024-11-03,Furnace_2,CORRECTIVE,1.9,7.79,3.8,4,81.1,87.2,66,4
+2024-11-04,Control_Panel,PREVENTIVE,0.1,296.44,3.8,3,79.9,91.3,9,5
+2024-11-05,Furnace_2,PREDICTIVE,9.1,175.57,2.2,1,87.7,87.8,20,3
+2024-11-06,Cooling_System,PREDICTIVE,3.7,17.49,3.2,2,61.7,91.3,55,4
+2024-11-07,Furnace_1,PREVENTIVE,5.2,192.57,0.2,3,56.6,86.3,32,6
+2024-11-08,Power_Unit,PREVENTIVE,5.8,955.13,2.7,3,57.9,97.5,83,5
+2024-11-09,Furnace_3,PREVENTIVE,2.6,182.25,1.8,2,50.6,87.9,68,9
+2024-11-10,Furnace_2,PREVENTIVE,7.9,292.02,2.5,2,50.8,98.3,85,6
+2024-11-11,Power_Unit,PREVENTIVE,0.9,535.82,3.2,2,79.8,94.6,46,4
+2024-11-12,Safety_System,PREVENTIVE,5.1,5.89,1.2,0,77.3,88.6,41,6
+2024-11-13,Furnace_1,PREVENTIVE,2.2,277.75,1.3,1,67.5,92.6,71,2
+2024-11-14,Furnace_2,CORRECTIVE,2.2,1472.74,0.8,2,87.0,88.0,25,3
+2024-11-15,Sensor_Array,PREVENTIVE,4.0,63.07,0.9,2,71.4,95.7,18,8
+2024-11-16,Furnace_2,CORRECTIVE,1.5,878.88,1.1,2,51.7,98.9,78,2
+2024-11-17,Safety_System,PREVENTIVE,1.4,490.2,1.8,4,88.0,87.8,39,7
+2024-11-18,Furnace_3,PREVENTIVE,4.1,2371.5,1.4,3,78.9,85.4,83,1
+2024-11-19,Furnace_3,PREDICTIVE,2.7,34.58,3.8,0,50.3,86.6,24,2
+2024-11-20,Control_Panel,PREVENTIVE,5.1,1209.84,1.6,3,67.7,93.0,23,6
+2024-11-21,Power_Unit,PREDICTIVE,1.5,580.6,0.5,3,69.0,88.8,85,3
+2024-11-22,Furnace_1,PREDICTIVE,0.9,194.25,0.7,3,69.5,92.1,60,3
+2024-11-23,Control_Panel,CORRECTIVE,4.3,387.41,0.2,3,66.5,85.5,23,8
+2024-11-24,Safety_System,CORRECTIVE,0.1,307.15,0.3,4,86.4,98.0,63,5
+2024-11-25,Safety_System,PREDICTIVE,2.3,780.71,1.2,0,60.9,96.4,9,5
+2024-11-26,Cooling_System,PREVENTIVE,0.4,182.68,4.4,0,66.3,97.7,52,5
+2024-11-27,Power_Unit,PREVENTIVE,6.5,125.61,1.8,2,56.2,96.5,60,1
+2024-11-28,Power_Unit,CORRECTIVE,3.0,1782.91,0.0,1,66.4,94.7,17,3
+2024-11-29,Sensor_Array,PREVENTIVE,9.4,170.44,0.3,1,64.3,87.1,88,2
+2024-11-30,Furnace_2,PREVENTIVE,0.2,1107.95,9.9,2,74.0,88.1,40,1
+2024-12-01,Furnace_2,PREDICTIVE,2.3,642.17,4.2,1,67.7,98.3,39,6
+2024-12-02,Furnace_1,EMERGENCY,6.9,124.78,0.4,0,57.7,99.5,36,3
+2024-12-03,Safety_System,PREDICTIVE,3.5,26.35,0.1,1,88.1,91.7,7,5
+2024-12-04,Sensor_Array,PREVENTIVE,8.0,465.74,0.2,1,65.4,86.6,51,4
+2024-12-05,Sensor_Array,PREVENTIVE,0.4,1484.12,5.3,4,71.4,88.2,63,3
+2024-12-06,Furnace_1,PREDICTIVE,3.3,561.08,0.3,0,89.1,97.1,75,6
+2024-12-07,Safety_System,CORRECTIVE,10.8,4.65,6.1,2,59.6,99.0,12,6
+2024-12-08,Sensor_Array,PREDICTIVE,0.1,67.67,2.8,3,57.8,98.6,55,3
+2024-12-09,Cooling_System,PREDICTIVE,5.5,309.31,0.1,2,66.5,93.7,82,7
+2024-12-10,Control_Panel,CORRECTIVE,6.2,895.02,0.2,1,81.3,87.8,21,5
+2024-12-11,Control_Panel,PREVENTIVE,2.1,479.67,4.2,0,88.7,88.4,30,2
+2024-12-12,Safety_System,CORRECTIVE,1.2,1586.14,3.9,0,66.4,85.1,62,7
+2024-12-13,Sensor_Array,PREVENTIVE,0.8,986.96,2.2,2,74.4,97.7,66,6
+2024-12-14,Furnace_2,PREDICTIVE,5.9,284.37,2.5,2,87.4,90.5,50,2
+2024-12-15,Control_Panel,CORRECTIVE,2.0,28.39,1.6,1,80.4,94.4,25,2
+2024-12-16,Furnace_1,PREVENTIVE,4.3,279.33,4.8,3,81.6,93.2,16,3
+2024-12-17,Control_Panel,PREDICTIVE,0.1,225.0,1.9,0,83.3,86.7,44,6
+2024-12-18,Furnace_2,CORRECTIVE,0.3,91.95,1.7,1,89.0,87.5,29,2
+2024-12-19,Control_Panel,CORRECTIVE,4.6,1617.33,2.3,0,72.5,86.9,73,8
+2024-12-20,Sensor_Array,PREVENTIVE,1.1,256.71,1.9,0,81.2,88.6,71,5
+2024-12-21,Furnace_1,CORRECTIVE,0.6,1603.76,2.7,1,70.6,98.2,28,2
+2024-12-22,Sensor_Array,CORRECTIVE,1.7,139.54,0.6,3,56.4,98.9,33,8
+2024-12-23,Furnace_2,PREVENTIVE,10.7,747.39,0.9,4,65.6,97.5,60,3
+2024-12-24,Safety_System,CORRECTIVE,2.1,173.08,1.3,3,71.3,96.2,32,3
+2024-12-25,Sensor_Array,CORRECTIVE,3.4,1048.79,1.1,3,50.4,96.7,9,8
+2024-12-26,Safety_System,PREVENTIVE,4.4,131.32,3.8,4,79.8,89.6,67,8
+2024-12-27,Sensor_Array,CORRECTIVE,3.0,230.23,1.9,0,55.8,90.9,77,2
+2024-12-28,Safety_System,PREDICTIVE,6.6,133.81,3.0,2,66.8,99.4,53,3
+2024-12-29,Furnace_2,CORRECTIVE,7.5,526.79,0.7,1,76.8,85.4,11,5
+2024-12-30,Cooling_System,PREVENTIVE,3.9,184.39,3.4,0,50.4,96.6,25,7
+2024-12-31,Furnace_1,PREVENTIVE,5.8,385.92,5.9,3,87.0,90.2,33,5
+2025-01-01,Sensor_Array,PREVENTIVE,4.9,28.05,0.5,1,86.9,94.0,14,2
+2025-01-02,Furnace_3,CORRECTIVE,0.6,100.9,0.2,1,76.5,98.7,27,9
+2025-01-03,Furnace_2,CORRECTIVE,2.8,555.95,3.6,4,75.1,94.1,87,1
+2025-01-04,Furnace_3,CORRECTIVE,2.5,342.54,2.0,2,80.2,89.2,74,2
+2025-01-05,Sensor_Array,CORRECTIVE,0.6,287.35,0.8,4,64.9,93.2,21,1
+2025-01-06,Control_Panel,CORRECTIVE,0.5,338.31,7.1,0,73.3,90.1,34,6
+2025-01-07,Control_Panel,PREVENTIVE,0.2,86.0,1.7,1,83.2,99.6,78,7
+2025-01-08,Sensor_Array,PREVENTIVE,0.3,314.01,0.7,1,85.7,94.2,83,5
+2025-01-09,Safety_System,PREVENTIVE,0.4,7.71,4.2,3,54.9,90.1,59,9
+2025-01-10,Sensor_Array,PREVENTIVE,2.5,1219.92,1.5,4,67.9,88.6,78,6
+2025-01-11,Furnace_1,PREDICTIVE,0.9,465.15,0.1,1,85.7,89.7,34,3
+2025-01-12,Furnace_2,PREDICTIVE,5.7,853.81,0.6,4,51.2,87.3,85,4
+2025-01-13,Furnace_2,PREDICTIVE,0.5,338.41,1.1,0,65.7,97.1,37,3
+2025-01-14,Power_Unit,PREVENTIVE,2.6,714.26,0.9,1,74.8,93.5,37,9
+2025-01-15,Control_Panel,PREDICTIVE,3.8,697.71,0.5,2,71.7,99.9,87,9
+2025-01-16,Sensor_Array,PREVENTIVE,0.6,159.55,0.8,4,88.2,85.8,62,1
+2025-01-17,Furnace_3,PREVENTIVE,0.8,1992.96,2.4,4,83.5,91.4,31,1
+2025-01-18,Furnace_2,PREVENTIVE,1.1,1665.09,6.1,1,76.2,89.9,65,7
+2025-01-19,Power_Unit,EMERGENCY,2.7,194.17,4.2,4,57.7,85.6,13,5
+2025-01-20,Power_Unit,PREVENTIVE,1.2,857.01,1.1,3,66.6,85.4,41,7
+2025-01-21,Cooling_System,CORRECTIVE,16.5,166.1,2.1,1,63.0,99.6,7,1
+2025-01-22,Control_Panel,PREVENTIVE,4.0,28.38,0.0,4,70.1,98.3,77,4
+2025-01-23,Cooling_System,EMERGENCY,2.7,271.6,0.8,1,67.1,89.2,42,8
+2025-01-24,Furnace_3,CORRECTIVE,0.2,1653.46,0.9,2,78.3,95.5,69,8
+2025-01-25,Power_Unit,PREVENTIVE,21.3,1250.03,1.3,3,82.6,99.5,62,6
+2025-01-26,Sensor_Array,CORRECTIVE,2.8,1953.83,1.2,4,71.9,93.8,42,4
+2025-01-27,Control_Panel,CORRECTIVE,4.5,88.34,1.5,4,80.1,94.4,75,6
+2025-01-28,Furnace_3,PREDICTIVE,2.6,105.73,3.9,4,79.6,93.1,58,1
+2025-01-29,Cooling_System,PREDICTIVE,8.6,156.33,4.6,2,67.0,89.2,26,9
+2025-01-30,Furnace_1,CORRECTIVE,9.8,90.67,0.5,0,53.3,89.1,8,7
+2025-01-31,Power_Unit,PREVENTIVE,3.1,71.07,0.5,2,73.7,92.4,89,5
+2025-02-01,Safety_System,PREDICTIVE,5.8,618.01,2.3,1,74.1,92.8,44,5
+2025-02-02,Furnace_1,EMERGENCY,2.6,236.3,4.4,0,52.3,91.0,64,7
+2025-02-03,Furnace_3,CORRECTIVE,2.2,183.9,2.3,3,70.7,90.4,9,5
+2025-02-04,Cooling_System,PREVENTIVE,1.6,143.34,3.0,3,50.9,99.1,42,5
+2025-02-05,Sensor_Array,CORRECTIVE,1.0,33.78,0.8,0,59.9,89.9,58,4
+2025-02-06,Safety_System,CORRECTIVE,3.7,230.57,2.7,4,56.0,96.2,31,9
+2025-02-07,Power_Unit,PREVENTIVE,2.7,34.82,2.2,4,76.2,89.5,7,2
+2025-02-08,Power_Unit,PREVENTIVE,0.5,160.03,2.6,2,54.9,91.9,59,7
+2025-02-09,Power_Unit,PREVENTIVE,2.4,179.43,0.4,0,75.1,90.5,19,4
+2025-02-10,Safety_System,PREDICTIVE,2.2,575.57,0.7,0,63.6,97.1,65,8
+2025-02-11,Furnace_1,PREDICTIVE,3.0,648.42,3.4,4,82.5,99.0,7,2
+2025-02-12,Cooling_System,CORRECTIVE,0.9,334.34,0.2,2,73.1,98.7,80,7
+2025-02-13,Control_Panel,PREVENTIVE,3.4,1727.63,0.7,1,82.3,98.8,47,6
+2025-02-14,Cooling_System,CORRECTIVE,0.2,115.54,1.2,2,85.8,90.8,31,6
+2025-02-15,Sensor_Array,PREVENTIVE,7.8,149.77,0.9,1,52.3,93.2,9,2
+2025-02-16,Power_Unit,PREDICTIVE,2.2,703.4,5.5,0,88.6,97.1,12,5
+2025-02-17,Control_Panel,CORRECTIVE,3.9,578.15,0.8,4,54.6,86.1,19,1
+2025-02-18,Furnace_3,PREDICTIVE,0.8,650.64,1.0,0,73.0,99.1,22,5
+2025-02-19,Power_Unit,PREDICTIVE,3.0,1438.45,0.4,0,70.6,93.6,57,4
+2025-02-20,Sensor_Array,CORRECTIVE,0.2,715.48,5.2,0,75.5,88.7,7,6
+2025-02-21,Furnace_3,CORRECTIVE,2.4,1337.74,8.7,2,70.5,97.4,46,7
+2025-02-22,Furnace_1,PREVENTIVE,2.3,323.85,0.5,1,51.5,91.6,59,8
+2025-02-23,Sensor_Array,CORRECTIVE,6.9,2354.72,2.0,0,57.0,89.1,13,5
+2025-02-24,Furnace_2,PREVENTIVE,26.8,408.53,5.8,0,86.1,98.4,15,5
+2025-02-25,Cooling_System,CORRECTIVE,12.1,420.31,1.0,2,82.4,86.5,45,9
+2025-02-26,Furnace_1,PREDICTIVE,2.4,526.85,0.4,1,73.6,98.0,26,4
+2025-02-27,Furnace_1,PREVENTIVE,2.5,1897.38,0.5,3,61.1,95.6,72,5
+2025-02-28,Cooling_System,PREVENTIVE,2.1,175.36,4.6,0,72.1,96.6,47,3
+2025-03-01,Cooling_System,PREVENTIVE,36.9,721.91,0.7,1,68.9,95.0,24,9
+2025-03-02,Furnace_2,PREVENTIVE,9.6,1088.79,3.2,3,86.2,92.5,53,5
+2025-03-03,Control_Panel,PREDICTIVE,7.5,291.12,1.0,2,54.3,91.1,50,2
+2025-03-04,Furnace_3,PREVENTIVE,9.2,178.24,3.3,4,52.4,89.1,69,7
+2025-03-05,Furnace_2,PREVENTIVE,2.6,1957.27,0.9,3,53.6,89.9,52,5
+2025-03-06,Furnace_2,PREVENTIVE,0.5,1184.59,3.2,0,81.4,85.6,32,7
+2025-03-07,Power_Unit,PREDICTIVE,3.1,428.11,0.2,3,67.5,89.8,8,7
+2025-03-08,Furnace_1,CORRECTIVE,7.3,144.81,1.4,1,76.3,90.6,60,7
+2025-03-09,Power_Unit,CORRECTIVE,0.0,528.54,1.4,0,53.1,98.2,50,4
+2025-03-10,Cooling_System,PREDICTIVE,1.0,725.33,2.2,2,56.3,97.9,48,9
+2025-03-11,Control_Panel,PREVENTIVE,0.5,270.02,0.9,4,73.8,95.3,62,7
+2025-03-12,Control_Panel,CORRECTIVE,1.8,964.34,0.3,1,80.7,99.2,39,1
+2025-03-13,Furnace_1,CORRECTIVE,4.1,477.13,0.6,0,67.0,85.3,65,1
+2025-03-14,Cooling_System,PREVENTIVE,2.8,322.22,2.3,4,64.4,96.8,85,1
+2025-03-15,Furnace_2,PREVENTIVE,1.7,291.62,4.9,1,63.0,90.5,36,3
+2025-03-16,Furnace_2,PREVENTIVE,10.5,110.57,1.7,0,84.3,96.6,27,6
+2025-03-17,Furnace_2,EMERGENCY,3.6,1131.89,0.9,1,75.8,88.2,79,7
+2025-03-18,Sensor_Array,PREVENTIVE,2.1,2765.16,0.3,4,60.2,90.9,78,3
+2025-03-19,Furnace_1,CORRECTIVE,0.8,116.69,0.4,1,87.8,89.0,40,4
+2025-03-20,Cooling_System,PREVENTIVE,14.1,214.66,1.0,4,52.4,90.8,30,2
+2025-03-21,Control_Panel,CORRECTIVE,0.1,299.16,0.0,4,69.5,96.2,12,8
+2025-03-22,Cooling_System,CORRECTIVE,7.6,348.8,0.7,2,60.5,90.4,76,8
+2025-03-23,Power_Unit,PREDICTIVE,4.8,622.09,1.7,3,78.7,95.4,34,5
+2025-03-24,Furnace_3,PREDICTIVE,8.3,116.27,0.9,4,84.2,92.9,25,1
+2025-03-25,Furnace_1,PREVENTIVE,4.5,57.02,2.8,4,61.1,92.3,35,4
+2025-03-26,Furnace_2,PREVENTIVE,3.6,516.29,2.1,0,57.1,94.5,9,3
+2025-03-27,Furnace_3,PREVENTIVE,5.3,624.77,4.9,3,67.1,96.7,83,4
+2025-03-28,Cooling_System,PREDICTIVE,0.8,310.51,0.6,0,82.4,97.6,62,3
+2025-03-29,Safety_System,CORRECTIVE,1.9,1502.19,2.4,2,72.1,89.1,23,6
+2025-03-30,Furnace_2,PREDICTIVE,7.0,94.55,5.8,3,53.2,93.2,87,9
+2025-03-31,Furnace_2,CORRECTIVE,0.9,458.91,1.4,1,84.2,99.5,32,3
+2025-04-01,Furnace_2,PREVENTIVE,5.6,622.03,1.3,2,56.6,98.2,10,6
+2025-04-02,Control_Panel,PREDICTIVE,17.0,701.92,0.4,2,64.6,85.8,33,7
+2025-04-03,Sensor_Array,CORRECTIVE,2.2,115.95,1.2,2,77.9,97.3,24,3
+2025-04-04,Safety_System,CORRECTIVE,0.8,165.35,1.6,2,54.7,90.7,8,8
+2025-04-05,Safety_System,CORRECTIVE,1.6,923.9,0.6,0,58.6,90.1,37,3
+2025-04-06,Control_Panel,PREVENTIVE,0.2,188.48,6.7,3,83.5,89.8,76,6
+2025-04-07,Control_Panel,EMERGENCY,0.9,722.7,2.1,4,80.9,96.6,81,9
+2025-04-08,Power_Unit,PREVENTIVE,0.1,322.89,2.3,4,78.4,94.0,8,4
+2025-04-09,Furnace_2,PREVENTIVE,1.6,1414.62,2.1,3,72.0,91.6,29,2
+2025-04-10,Control_Panel,CORRECTIVE,0.0,1004.89,0.9,4,77.7,97.5,9,9
+2025-04-11,Control_Panel,CORRECTIVE,1.5,634.59,0.2,2,53.0,92.6,36,5
+2025-04-12,Cooling_System,CORRECTIVE,7.1,865.3,3.9,2,68.0,94.8,69,6
+2025-04-13,Furnace_2,PREDICTIVE,2.3,356.6,0.2,4,54.7,96.7,77,9
+2025-04-14,Furnace_2,PREVENTIVE,6.1,366.77,2.4,2,56.3,86.5,72,6
+2025-04-15,Furnace_1,PREDICTIVE,3.5,417.42,1.7,3,82.4,93.1,87,2
+2025-04-16,Power_Unit,CORRECTIVE,2.9,152.62,1.1,0,62.5,86.9,18,2
+2025-04-17,Furnace_3,PREVENTIVE,1.5,193.73,3.3,3,56.3,94.0,29,1
+2025-04-18,Safety_System,PREVENTIVE,15.0,400.95,5.8,1,63.4,99.8,27,3
+2025-04-19,Furnace_2,PREVENTIVE,1.1,201.93,1.3,3,75.3,96.3,63,6
+2025-04-20,Sensor_Array,PREVENTIVE,0.7,682.12,2.6,1,88.0,89.6,11,6
+2025-04-21,Furnace_1,CORRECTIVE,1.5,398.42,1.0,2,72.6,97.9,22,3
+2025-04-22,Furnace_3,PREVENTIVE,3.8,265.05,0.7,4,59.1,86.3,17,9
+2025-04-23,Control_Panel,PREVENTIVE,1.0,187.9,3.2,3,55.1,94.9,46,2
+2025-04-24,Control_Panel,PREVENTIVE,2.8,610.83,3.0,1,63.7,99.3,20,6
+2025-04-25,Cooling_System,PREVENTIVE,0.6,240.67,1.8,3,56.3,89.0,75,8
+2025-04-26,Furnace_3,EMERGENCY,7.5,203.65,12.1,4,56.7,86.2,7,9
+2025-04-27,Furnace_3,CORRECTIVE,7.0,376.61,0.7,4,50.3,98.4,44,1
+2025-04-28,Furnace_1,EMERGENCY,7.1,25.97,1.2,2,84.5,96.6,72,5
+2025-04-29,Safety_System,PREVENTIVE,2.1,72.81,5.2,1,57.0,89.8,10,7
+2025-04-30,Cooling_System,PREDICTIVE,3.3,129.12,7.0,0,76.9,95.3,9,1
+2025-05-01,Furnace_1,CORRECTIVE,4.1,110.39,2.4,1,59.2,95.6,55,5
+2025-05-02,Furnace_1,PREDICTIVE,4.4,444.88,0.4,1,56.5,96.3,82,3
+2025-05-03,Sensor_Array,PREDICTIVE,0.9,553.29,0.7,1,83.0,85.5,84,8
+2025-05-04,Safety_System,PREVENTIVE,0.1,67.33,1.2,1,60.1,99.7,26,3
+2025-05-05,Furnace_2,PREVENTIVE,3.9,1026.88,1.5,0,88.1,90.1,29,1
+2025-05-06,Furnace_1,PREVENTIVE,7.5,1793.99,1.7,2,51.9,96.6,25,6
+2025-05-07,Safety_System,CORRECTIVE,2.3,245.11,1.0,1,77.7,95.3,21,9
+2025-05-08,Furnace_3,CORRECTIVE,3.9,388.82,0.6,4,58.4,86.3,23,5
+2025-05-09,Cooling_System,PREVENTIVE,2.7,101.73,1.0,1,66.8,90.6,10,5
+2025-05-10,Furnace_2,PREVENTIVE,7.3,653.89,1.9,4,72.1,89.7,68,6
+2025-05-11,Control_Panel,PREDICTIVE,2.8,326.19,6.4,3,72.7,98.9,12,4
+2025-05-12,Furnace_1,CORRECTIVE,1.2,94.23,0.3,2,71.6,96.9,44,5
+2025-05-13,Sensor_Array,CORRECTIVE,2.3,65.93,0.6,4,61.7,95.8,57,3
+2025-05-14,Control_Panel,PREVENTIVE,4.9,210.62,3.3,0,82.7,91.4,42,6
+2025-05-15,Control_Panel,PREVENTIVE,0.1,245.14,1.6,0,84.2,88.6,82,2
+2025-05-16,Furnace_2,PREVENTIVE,4.9,258.68,0.2,1,58.5,98.3,70,1
+2025-05-17,Furnace_2,PREDICTIVE,0.7,47.25,0.7,4,74.9,91.2,83,5
+2025-05-18,Cooling_System,CORRECTIVE,2.3,896.96,1.0,2,85.4,90.6,88,4
+2025-05-19,Power_Unit,PREVENTIVE,5.5,175.11,1.6,4,74.0,94.3,84,3
+2025-05-20,Power_Unit,CORRECTIVE,3.9,628.22,5.9,4,54.7,94.1,10,5
+2025-05-21,Safety_System,PREVENTIVE,1.2,2.49,2.6,4,53.2,86.9,23,8
+2025-05-22,Cooling_System,PREVENTIVE,3.3,5.9,2.0,0,77.5,85.8,83,5
+2025-05-23,Cooling_System,PREVENTIVE,2.2,175.9,1.8,4,67.8,96.6,22,4
+2025-05-24,Cooling_System,PREVENTIVE,6.3,924.66,0.4,4,83.1,87.9,89,3
+2025-05-25,Power_Unit,PREVENTIVE,1.4,1449.54,8.6,2,89.7,89.8,62,6
+2025-05-26,Control_Panel,CORRECTIVE,0.4,500.19,2.5,4,67.5,97.8,22,2
+2025-05-27,Furnace_1,PREVENTIVE,1.7,41.85,1.7,4,85.5,96.1,60,7
+2025-05-28,Furnace_3,PREDICTIVE,11.5,1356.67,1.1,3,72.8,86.6,80,2
+2025-05-29,Furnace_3,EMERGENCY,7.7,608.81,2.7,1,83.0,96.3,78,5
+2025-05-30,Control_Panel,PREVENTIVE,8.5,779.74,0.3,4,54.7,93.8,21,4
+2025-05-31,Control_Panel,CORRECTIVE,1.8,260.65,1.5,0,85.2,92.4,47,7
+2025-06-01,Furnace_1,CORRECTIVE,11.2,1461.13,0.2,2,74.1,89.4,62,5
+2025-06-02,Control_Panel,PREVENTIVE,0.1,308.01,5.5,4,67.1,97.0,77,1
+2025-06-03,Power_Unit,PREVENTIVE,3.9,1958.86,12.1,1,87.0,89.4,20,3
+2025-06-04,Furnace_3,PREVENTIVE,7.0,48.65,1.1,3,69.4,93.9,78,2
+2025-06-05,Cooling_System,PREDICTIVE,6.8,314.13,0.9,1,76.0,91.5,51,1
+2025-06-06,Control_Panel,PREVENTIVE,4.8,452.18,0.4,1,60.2,92.0,68,4
+2025-06-07,Furnace_3,CORRECTIVE,3.0,100.77,3.9,4,86.5,94.0,41,7
+2025-06-08,Power_Unit,PREVENTIVE,2.0,238.37,3.5,1,58.8,90.6,25,1
+2025-06-09,Furnace_1,PREVENTIVE,2.1,1318.97,0.8,2,62.1,98.4,75,5
+2025-06-10,Safety_System,PREVENTIVE,0.5,315.6,0.3,0,83.9,90.3,8,2
+2025-06-11,Furnace_3,CORRECTIVE,2.0,450.62,0.1,4,65.1,96.6,74,7
+2025-06-12,Furnace_3,CORRECTIVE,0.9,88.11,2.2,0,55.1,91.1,33,8
+2025-06-13,Sensor_Array,PREVENTIVE,0.2,504.95,4.0,0,75.9,88.5,14,1
+2025-06-14,Furnace_3,PREVENTIVE,12.9,598.43,0.6,1,53.5,90.9,21,5
+2025-06-15,Furnace_2,PREDICTIVE,15.6,278.0,0.4,2,84.8,88.8,54,6
+2025-06-16,Furnace_2,CORRECTIVE,3.4,446.24,0.5,0,89.3,94.3,31,3
+2025-06-17,Furnace_3,PREDICTIVE,2.1,35.68,2.9,4,53.2,89.7,49,9
+2025-06-18,Furnace_1,PREDICTIVE,15.0,3.8,4.4,0,76.3,86.8,37,7
+2025-06-19,Cooling_System,PREVENTIVE,9.2,202.02,3.7,4,67.8,89.7,16,6
+2025-06-20,Safety_System,PREDICTIVE,5.0,1111.03,1.7,1,83.3,93.4,87,5
+2025-06-21,Cooling_System,PREDICTIVE,0.7,50.63,1.5,1,83.1,91.9,81,5
+2025-06-22,Control_Panel,PREVENTIVE,7.1,198.04,1.2,3,60.7,87.0,18,1
+2025-06-23,Furnace_1,CORRECTIVE,2.8,1015.87,1.0,3,70.7,97.3,28,9
+2025-06-24,Furnace_3,PREVENTIVE,0.0,1072.2,3.9,2,85.4,85.2,41,7
+2025-06-25,Furnace_2,CORRECTIVE,2.5,862.06,0.4,4,75.4,97.4,68,3
+2025-06-26,Furnace_3,CORRECTIVE,3.2,995.37,1.2,4,86.4,99.7,12,7
+2025-06-27,Furnace_3,EMERGENCY,3.4,122.96,4.5,1,62.2,85.9,81,7
+2025-06-28,Furnace_1,PREDICTIVE,17.7,320.8,0.6,3,72.9,95.1,34,9
+2025-06-29,Furnace_3,PREVENTIVE,1.2,459.28,4.8,3,59.2,97.8,32,9
+2025-06-30,Furnace_1,PREDICTIVE,2.5,1131.45,1.8,1,78.7,94.2,44,1
+2025-07-01,Furnace_2,PREVENTIVE,4.2,481.63,0.8,1,85.7,97.2,12,1
+2025-07-02,Furnace_3,CORRECTIVE,3.4,41.45,0.4,3,77.7,95.4,31,4
+2025-07-03,Power_Unit,PREVENTIVE,1.4,97.97,2.1,0,52.2,91.0,38,4
+2025-07-04,Sensor_Array,PREVENTIVE,5.4,206.82,1.4,4,65.6,85.3,58,6
+2025-07-05,Power_Unit,PREVENTIVE,5.3,69.75,0.6,2,75.5,93.6,57,5
+2025-07-06,Furnace_2,PREVENTIVE,1.2,1491.77,4.2,3,75.8,86.0,48,8
+2025-07-07,Power_Unit,EMERGENCY,0.6,178.97,2.7,3,79.4,93.0,16,1
+2025-07-08,Safety_System,CORRECTIVE,2.6,545.86,2.8,3,63.3,99.5,53,6
+2025-07-09,Cooling_System,EMERGENCY,1.8,389.73,0.7,1,68.2,91.0,51,7
+2025-07-10,Furnace_1,PREVENTIVE,6.3,1175.7,3.6,1,69.8,85.6,30,1
+2025-07-11,Sensor_Array,PREVENTIVE,5.3,303.02,7.0,1,54.8,98.1,38,6
+2025-07-12,Furnace_2,CORRECTIVE,3.1,7.81,2.3,3,88.9,98.2,25,3
+2025-07-13,Power_Unit,PREVENTIVE,1.9,433.06,1.2,4,55.5,85.9,38,4
+2025-07-14,Sensor_Array,PREVENTIVE,2.7,13.13,6.5,4,82.7,99.9,73,1
+2025-07-15,Furnace_2,PREVENTIVE,2.3,409.29,1.9,1,75.4,87.9,34,3
+2025-07-16,Furnace_1,PREDICTIVE,1.8,216.13,4.8,4,82.0,85.2,65,5
+2025-07-17,Control_Panel,PREVENTIVE,1.5,31.23,1.0,0,52.2,85.9,53,8
+2025-07-18,Control_Panel,CORRECTIVE,0.5,107.19,2.2,0,51.3,90.9,18,3
+2025-07-19,Furnace_3,EMERGENCY,9.2,314.57,0.2,3,70.7,90.6,27,6
+2025-07-20,Furnace_2,PREVENTIVE,0.1,594.81,0.7,0,50.3,92.6,10,6
+2025-07-21,Furnace_1,PREVENTIVE,17.1,205.51,3.5,3,57.1,99.0,55,2
+2025-07-22,Cooling_System,PREVENTIVE,0.7,20.82,1.0,4,82.8,99.4,45,1
+2025-07-23,Furnace_2,PREVENTIVE,4.8,41.91,2.1,4,61.6,91.0,37,3
+2025-07-24,Power_Unit,CORRECTIVE,3.0,376.79,0.4,1,79.4,87.2,49,7
+2025-07-25,Furnace_2,PREDICTIVE,11.4,911.8,1.2,0,58.3,91.3,39,5
+2025-07-26,Furnace_3,PREVENTIVE,3.6,146.38,1.4,4,89.7,86.4,50,7
+2025-07-27,Cooling_System,PREVENTIVE,0.8,1310.39,0.3,3,75.0,96.8,24,1
+2025-07-28,Furnace_1,EMERGENCY,3.7,681.63,1.1,1,68.0,85.5,59,2
+2025-07-29,Safety_System,PREVENTIVE,1.0,879.1,1.6,0,53.3,87.5,35,7
+2025-07-30,Furnace_1,EMERGENCY,2.7,45.94,0.7,3,67.7,95.1,9,7
+2025-07-31,Sensor_Array,PREDICTIVE,6.1,876.84,2.9,0,70.8,92.3,86,3
+2025-08-01,Sensor_Array,PREVENTIVE,0.3,598.7,1.6,2,68.8,89.2,54,9
+2025-08-02,Safety_System,PREVENTIVE,2.6,343.97,0.9,0,60.4,98.7,29,6
+2025-08-03,Sensor_Array,PREVENTIVE,0.0,49.24,0.0,2,59.3,98.0,29,4
+2025-08-04,Furnace_3,CORRECTIVE,10.9,328.1,0.5,1,82.9,85.7,80,2
+2025-08-05,Furnace_1,PREDICTIVE,2.7,751.21,0.7,2,87.2,94.9,87,5
+2025-08-06,Furnace_3,PREVENTIVE,9.4,405.73,0.0,2,83.9,91.3,77,5
+2025-08-07,Safety_System,PREVENTIVE,0.1,366.83,0.3,0,57.9,91.7,35,3
+2025-08-08,Cooling_System,CORRECTIVE,2.1,93.71,2.3,0,60.3,88.5,43,7
+2025-08-09,Furnace_3,PREVENTIVE,4.2,103.42,5.3,0,66.4,88.2,50,7
+2025-08-10,Furnace_3,CORRECTIVE,1.1,132.92,0.5,4,73.2,88.3,59,8
+2025-08-11,Furnace_2,CORRECTIVE,1.1,547.22,4.0,4,54.4,85.2,70,5
+2025-08-12,Sensor_Array,PREVENTIVE,11.6,493.08,0.4,2,62.2,89.5,86,8
+2025-08-13,Furnace_3,PREDICTIVE,3.8,422.49,0.6,2,75.4,86.1,77,3
+2025-08-14,Power_Unit,PREVENTIVE,2.1,334.24,0.5,3,55.2,90.6,7,2
+2025-08-15,Furnace_2,PREDICTIVE,4.2,731.14,0.0,0,64.1,90.6,70,3
+2025-08-16,Furnace_2,PREVENTIVE,1.5,596.29,0.4,0,70.9,95.6,46,3
+2025-08-17,Furnace_1,CORRECTIVE,15.4,697.61,0.2,2,62.7,88.0,29,2
+2025-08-18,Cooling_System,PREDICTIVE,1.9,760.56,4.8,2,78.0,100.0,64,1
+2025-08-19,Sensor_Array,PREVENTIVE,0.8,34.13,1.7,1,50.0,99.8,33,9
+2025-08-20,Cooling_System,PREVENTIVE,3.0,132.84,6.7,3,84.1,89.0,41,9
+2025-08-21,Safety_System,CORRECTIVE,8.4,85.31,2.1,4,76.4,89.7,58,7
+2025-08-22,Sensor_Array,PREVENTIVE,1.7,289.78,1.3,3,85.2,89.4,84,2
+2025-08-23,Safety_System,PREVENTIVE,5.2,646.93,0.5,4,80.4,94.5,39,8
+2025-08-24,Safety_System,PREVENTIVE,0.6,699.55,0.2,4,50.7,89.0,43,6
+2025-08-25,Control_Panel,PREVENTIVE,2.4,236.63,0.8,4,86.8,90.5,33,6
+2025-08-26,Power_Unit,PREVENTIVE,0.5,759.56,0.2,1,87.2,98.9,77,5
+2025-08-27,Sensor_Array,PREVENTIVE,1.4,185.43,4.2,0,54.6,87.2,46,8
+2025-08-28,Safety_System,PREVENTIVE,3.8,100.04,2.9,0,60.7,88.4,43,9
+2025-08-29,Power_Unit,PREVENTIVE,0.9,47.12,2.7,1,77.0,86.0,67,7
+2025-08-30,Cooling_System,CORRECTIVE,2.5,690.65,3.6,0,69.9,85.6,69,2
+2025-08-31,Furnace_2,PREVENTIVE,5.0,603.63,1.5,1,64.4,85.2,31,2
+2025-09-01,Furnace_2,EMERGENCY,0.5,616.73,1.1,3,70.4,89.5,30,4
+2025-09-02,Safety_System,CORRECTIVE,0.3,1051.66,5.5,0,68.1,90.7,63,8
+2025-09-03,Safety_System,PREVENTIVE,2.1,270.62,6.0,0,86.2,89.3,7,1
+2025-09-04,Furnace_1,PREDICTIVE,1.5,611.34,0.4,0,62.3,95.1,28,3
+2025-09-05,Furnace_3,PREVENTIVE,7.8,4593.91,0.6,4,80.9,97.3,68,4
+2025-09-06,Safety_System,PREDICTIVE,8.9,270.75,1.5,0,81.9,96.8,79,9
+2025-09-07,Furnace_2,PREVENTIVE,0.3,228.57,3.5,0,50.9,88.6,73,6
+2025-09-08,Furnace_3,CORRECTIVE,1.3,1710.84,2.8,2,53.3,90.4,68,8
+2025-09-09,Cooling_System,PREDICTIVE,1.4,1356.14,3.4,0,61.6,86.4,53,6
+2025-09-10,Power_Unit,PREVENTIVE,4.0,128.98,6.6,1,78.4,88.8,11,4
+2025-09-11,Safety_System,PREVENTIVE,0.6,1072.22,1.0,4,55.8,88.8,35,8
+2025-09-12,Furnace_1,PREVENTIVE,3.3,684.73,3.4,4,63.8,95.3,10,2
+2025-09-13,Furnace_1,CORRECTIVE,1.0,1926.79,2.8,4,78.2,92.8,57,5
+2025-09-14,Sensor_Array,PREVENTIVE,1.2,1480.11,4.7,0,77.2,96.5,35,2
+2025-09-15,Cooling_System,CORRECTIVE,7.0,323.36,2.0,2,75.0,92.2,49,9
+2025-09-16,Furnace_3,PREDICTIVE,1.7,60.22,0.3,0,54.6,94.8,70,8
+2025-09-17,Furnace_2,PREVENTIVE,3.9,427.44,2.7,0,65.4,86.3,48,8
+2025-09-18,Sensor_Array,PREVENTIVE,18.0,460.67,1.2,2,80.1,94.5,14,8
+2025-09-19,Control_Panel,PREDICTIVE,10.3,994.93,3.0,4,70.9,98.6,51,5
+2025-09-20,Furnace_3,CORRECTIVE,2.4,20.4,1.6,4,56.6,85.2,72,6
+2025-09-21,Furnace_2,CORRECTIVE,1.2,882.13,0.3,3,76.0,91.0,51,5
+2025-09-22,Furnace_1,CORRECTIVE,1.0,139.56,0.6,1,72.2,96.4,51,4
+2025-09-23,Sensor_Array,PREVENTIVE,4.1,972.56,2.1,4,55.5,88.0,25,1
+2025-09-24,Control_Panel,PREVENTIVE,2.2,434.25,2.4,2,76.9,90.1,69,4
+2025-09-25,Furnace_2,PREDICTIVE,2.6,251.63,7.4,2,73.2,90.8,77,2
+2025-09-26,Furnace_3,PREDICTIVE,6.2,1706.39,1.6,4,58.4,85.5,56,4
+2025-09-27,Furnace_3,PREVENTIVE,6.4,756.06,2.7,1,70.7,96.8,65,6
+2025-09-28,Furnace_2,PREVENTIVE,4.3,147.43,2.6,2,56.7,85.2,43,8
+2025-09-29,Furnace_2,PREVENTIVE,2.2,5.05,0.6,4,59.5,94.4,86,6
+2025-09-30,Safety_System,PREVENTIVE,3.3,906.33,2.4,2,61.4,90.5,88,8
+2025-10-01,Control_Panel,PREDICTIVE,3.0,744.53,0.0,3,67.0,94.6,65,7
+2025-10-02,Furnace_3,PREDICTIVE,6.0,967.07,1.8,0,62.8,85.6,80,2
+2025-10-03,Furnace_1,EMERGENCY,0.6,972.09,7.3,3,78.4,98.2,63,9
+2025-10-04,Cooling_System,PREVENTIVE,1.8,97.66,3.0,4,62.9,88.8,70,5
+2025-10-05,Power_Unit,PREDICTIVE,6.0,12.54,2.1,0,65.5,93.1,16,8
+2025-10-06,Sensor_Array,PREVENTIVE,3.2,102.52,1.2,1,50.7,88.4,86,3
+2025-10-07,Sensor_Array,PREDICTIVE,0.6,734.29,2.4,0,63.0,86.9,47,7
+2025-10-08,Control_Panel,PREDICTIVE,0.3,694.71,1.1,3,76.9,89.8,30,6
+2025-10-09,Safety_System,PREVENTIVE,4.5,187.87,2.6,3,61.8,92.7,52,2
+2025-10-10,Sensor_Array,PREVENTIVE,0.6,130.27,2.5,1,54.8,95.9,15,1
+2025-10-11,Control_Panel,PREVENTIVE,6.0,300.77,0.9,2,69.3,96.3,31,2
+2025-10-12,Furnace_1,PREVENTIVE,3.3,680.51,0.2,1,74.8,98.9,10,1
+2025-10-13,Furnace_2,PREDICTIVE,0.4,236.34,1.7,4,51.5,88.6,28,6
+2025-10-14,Safety_System,PREVENTIVE,5.9,255.48,5.7,4,63.7,92.4,25,3
+2025-10-15,Furnace_2,PREVENTIVE,0.9,98.25,0.5,1,81.0,88.2,58,9
+2025-10-16,Furnace_2,PREDICTIVE,1.3,592.03,0.3,1,81.8,99.1,82,8
+2025-10-17,Cooling_System,PREVENTIVE,11.0,151.53,0.6,2,66.0,95.0,40,8
+2025-10-18,Safety_System,PREVENTIVE,0.5,120.89,1.6,4,54.2,95.9,30,9
+2025-10-19,Furnace_1,PREDICTIVE,2.2,418.98,2.6,1,85.4,93.2,53,4
+2025-10-20,Control_Panel,PREVENTIVE,2.1,202.63,5.6,4,86.4,98.7,56,2
+2025-10-21,Furnace_1,PREVENTIVE,2.6,296.85,0.1,1,86.3,90.9,55,9
+2025-10-22,Safety_System,PREDICTIVE,1.0,411.05,0.1,0,71.7,98.6,17,4
+2025-10-23,Furnace_1,PREDICTIVE,1.1,114.44,0.4,1,71.7,88.1,20,9
+2025-10-24,Cooling_System,PREVENTIVE,9.7,1107.4,1.6,2,64.5,89.5,62,2
+2025-10-25,Furnace_2,PREVENTIVE,1.8,45.08,0.5,0,73.3,89.9,63,3
+2025-10-26,Furnace_2,PREDICTIVE,2.5,1469.27,2.7,1,65.5,94.7,88,7
+2025-10-27,Furnace_1,PREVENTIVE,0.1,42.83,3.8,1,67.8,88.8,88,8
+2025-10-28,Furnace_2,PREDICTIVE,0.8,1503.72,1.0,1,50.1,94.4,85,3
+2025-10-29,Furnace_3,PREVENTIVE,7.5,543.36,1.6,0,61.6,95.2,9,3
+2025-10-30,Furnace_3,PREVENTIVE,9.3,722.06,0.3,1,57.0,88.3,36,5
+2025-10-31,Sensor_Array,EMERGENCY,10.3,158.8,7.1,0,74.9,91.8,54,1
+2025-11-01,Control_Panel,PREVENTIVE,4.1,509.03,0.0,4,83.2,86.1,84,6
+2025-11-02,Power_Unit,PREDICTIVE,5.2,26.5,0.2,2,55.0,92.1,76,1
+2025-11-03,Power_Unit,CORRECTIVE,0.7,413.87,0.1,1,61.4,91.2,61,4
+2025-11-04,Sensor_Array,CORRECTIVE,5.7,380.59,3.7,3,87.6,85.3,55,8
+2025-11-05,Furnace_1,PREDICTIVE,11.2,28.94,0.9,1,51.7,89.4,86,5
+2025-11-06,Cooling_System,CORRECTIVE,0.8,892.4,10.5,0,83.0,87.2,72,5
+2025-11-07,Furnace_1,PREDICTIVE,1.0,430.5,0.4,0,84.1,85.9,26,2
+2025-11-08,Furnace_2,PREVENTIVE,10.8,146.82,0.1,0,63.1,95.3,34,7
+2025-11-09,Sensor_Array,PREDICTIVE,0.2,32.18,0.4,0,76.2,98.4,57,4
+2025-11-10,Sensor_Array,PREVENTIVE,2.3,86.35,5.6,1,54.7,91.2,41,1
+2025-11-11,Power_Unit,PREDICTIVE,2.5,175.6,2.9,2,74.6,97.1,25,4
+2025-11-12,Furnace_1,CORRECTIVE,1.5,1129.95,2.7,1,59.0,88.1,13,2
+2025-11-13,Furnace_1,PREVENTIVE,1.3,177.27,2.3,1,88.5,91.9,34,2
+2025-11-14,Furnace_2,CORRECTIVE,5.1,116.18,0.2,2,54.3,96.0,80,5
+2025-11-15,Sensor_Array,EMERGENCY,8.3,998.75,0.5,3,69.0,87.9,20,9
+2025-11-16,Furnace_2,PREVENTIVE,1.2,33.55,8.5,1,79.3,94.4,42,2
+2025-11-17,Safety_System,CORRECTIVE,3.4,399.39,1.1,2,73.5,92.0,84,6
+2025-11-18,Sensor_Array,PREVENTIVE,0.7,187.74,2.6,3,51.9,89.2,81,5
+2025-11-19,Sensor_Array,PREVENTIVE,0.1,34.68,6.2,4,84.3,93.6,83,4
+2025-11-20,Furnace_3,PREVENTIVE,0.2,1768.97,2.1,1,83.0,95.8,33,9
+2025-11-21,Cooling_System,CORRECTIVE,2.8,151.54,0.9,3,66.4,88.8,81,7
+2025-11-22,Sensor_Array,PREVENTIVE,1.7,320.89,2.3,3,80.7,94.3,35,9
+2025-11-23,Safety_System,PREDICTIVE,7.9,230.52,0.5,2,61.6,94.4,63,7
+2025-11-24,Furnace_2,PREVENTIVE,1.9,191.87,4.4,3,62.3,94.9,68,8
+2025-11-25,Power_Unit,PREVENTIVE,3.6,118.15,0.6,3,87.9,92.9,40,3
+2025-11-26,Cooling_System,PREDICTIVE,0.7,1158.78,0.5,1,60.2,86.4,41,7
+2025-11-27,Cooling_System,PREVENTIVE,1.5,1927.47,8.0,4,74.1,99.2,86,4
+2025-11-28,Cooling_System,EMERGENCY,2.0,478.66,4.8,4,61.7,90.0,60,9
+2025-11-29,Cooling_System,PREVENTIVE,3.4,1106.99,2.2,1,50.5,93.1,47,5
+2025-11-30,Cooling_System,PREVENTIVE,2.6,283.53,4.2,2,64.7,95.4,55,4
+2025-12-01,Sensor_Array,CORRECTIVE,1.1,19.57,2.7,2,53.1,94.6,59,2
+2025-12-02,Cooling_System,CORRECTIVE,0.4,342.42,1.3,4,68.9,91.6,11,7
+2025-12-03,Furnace_1,PREVENTIVE,4.1,125.95,2.8,3,53.5,92.2,54,9
+2025-12-04,Furnace_3,CORRECTIVE,8.2,1195.0,1.5,0,67.1,90.7,12,6
+2025-12-05,Furnace_1,PREVENTIVE,1.2,872.87,2.2,0,74.7,85.7,10,7
+2025-12-06,Safety_System,CORRECTIVE,0.1,48.15,2.9,3,82.5,88.9,80,3
+2025-12-07,Sensor_Array,CORRECTIVE,2.6,139.19,4.5,3,81.0,90.0,59,3
+2025-12-08,Power_Unit,CORRECTIVE,1.1,1128.07,0.7,3,69.1,87.9,86,6
+2025-12-09,Furnace_1,CORRECTIVE,3.0,319.78,1.3,3,88.3,92.0,52,9
+2025-12-10,Furnace_2,EMERGENCY,0.9,1617.66,1.5,3,60.1,96.8,22,8
+2025-12-11,Power_Unit,CORRECTIVE,4.2,1.77,2.7,4,62.3,89.9,13,4
+2025-12-12,Furnace_1,PREVENTIVE,14.7,1178.07,1.1,3,80.7,100.0,71,6
+2025-12-13,Power_Unit,EMERGENCY,4.3,315.55,1.0,3,53.0,99.5,75,7
+2025-12-14,Power_Unit,PREVENTIVE,1.5,158.59,0.1,1,65.9,88.9,25,9
+2025-12-15,Furnace_1,PREVENTIVE,8.5,550.86,0.3,3,72.6,87.4,71,7
+2025-12-16,Cooling_System,PREVENTIVE,7.3,935.67,7.4,4,86.8,93.1,68,6
+2025-12-17,Furnace_3,PREVENTIVE,2.2,19.25,0.7,4,77.3,96.2,49,4
+2025-12-18,Furnace_1,CORRECTIVE,7.7,493.22,2.1,4,52.7,93.8,14,8
+2025-12-19,Furnace_3,PREVENTIVE,3.4,1040.0,2.7,0,75.9,87.9,27,1
+2025-12-20,Furnace_1,PREVENTIVE,3.6,197.63,5.4,4,83.4,97.2,15,1
+2025-12-21,Sensor_Array,PREVENTIVE,2.3,26.85,1.1,0,56.7,89.5,45,8
+2025-12-22,Furnace_3,CORRECTIVE,7.7,595.22,7.7,3,76.1,97.5,14,2
+2025-12-23,Furnace_3,PREVENTIVE,3.6,782.9,1.1,0,77.8,87.9,22,4
+2025-12-24,Safety_System,CORRECTIVE,0.3,245.59,0.2,0,65.3,98.3,31,8
+2025-12-25,Control_Panel,PREVENTIVE,2.7,141.23,0.7,1,84.2,89.9,55,1
+2025-12-26,Power_Unit,CORRECTIVE,2.4,162.27,12.9,1,60.9,90.1,29,6
+2025-12-27,Sensor_Array,PREVENTIVE,5.9,160.28,0.1,0,50.2,97.7,17,7
+2025-12-28,Furnace_3,PREDICTIVE,16.6,388.03,1.4,0,88.4,85.6,86,6
+2025-12-29,Control_Panel,PREDICTIVE,2.1,38.63,3.6,3,74.1,86.3,45,6
+2025-12-30,Cooling_System,PREVENTIVE,3.7,512.04,5.8,2,76.8,85.5,73,3
+2025-12-31,Sensor_Array,PREVENTIVE,6.1,690.03,0.5,3,83.2,87.4,52,6
+2026-01-01,Furnace_3,CORRECTIVE,6.8,118.36,1.5,4,60.5,90.8,74,9
+2026-01-02,Safety_System,CORRECTIVE,2.8,1113.11,0.6,2,71.5,93.1,15,5
+2026-01-03,Power_Unit,PREVENTIVE,3.1,732.39,5.4,3,84.2,88.2,17,2
+2026-01-04,Control_Panel,PREVENTIVE,1.1,1263.98,2.3,1,85.4,90.9,48,5
+2026-01-05,Furnace_1,PREVENTIVE,17.7,50.97,9.0,2,80.2,95.4,49,8
+2026-01-06,Power_Unit,PREVENTIVE,1.0,45.2,7.2,3,66.2,93.4,61,7
+2026-01-07,Furnace_1,PREVENTIVE,1.4,807.72,2.2,1,78.1,93.9,27,8
+2026-01-08,Sensor_Array,PREVENTIVE,2.0,703.49,0.6,1,72.6,95.4,13,8
+2026-01-09,Control_Panel,CORRECTIVE,1.7,338.17,0.4,2,74.2,98.2,87,2
+2026-01-10,Control_Panel,PREDICTIVE,3.4,1130.57,4.7,2,79.5,88.7,28,9
+2026-01-11,Cooling_System,EMERGENCY,11.0,258.34,2.4,0,76.6,86.2,33,4
+2026-01-12,Control_Panel,PREVENTIVE,0.3,86.31,1.7,0,60.3,85.8,73,9
+2026-01-13,Sensor_Array,PREVENTIVE,1.8,195.14,1.0,1,67.2,97.2,81,1
+2026-01-14,Furnace_3,CORRECTIVE,2.4,353.8,0.1,1,87.3,89.8,41,8
+2026-01-15,Furnace_2,PREDICTIVE,2.1,287.54,7.5,2,71.2,97.6,46,4
+2026-01-16,Furnace_1,PREDICTIVE,0.8,230.4,2.6,2,85.2,99.7,7,4
+2026-01-17,Furnace_3,PREVENTIVE,21.4,63.44,2.8,0,55.8,97.0,16,2
+2026-01-18,Sensor_Array,PREVENTIVE,1.3,279.28,0.4,4,57.8,93.5,21,7
+2026-01-19,Control_Panel,PREVENTIVE,7.0,193.92,6.2,3,64.7,96.9,32,2
+2026-01-20,Furnace_3,PREVENTIVE,1.6,265.67,2.3,4,64.1,94.9,72,5
+2026-01-21,Safety_System,PREVENTIVE,0.0,723.87,0.4,3,87.0,86.1,20,6
+2026-01-22,Furnace_2,PREVENTIVE,0.7,35.21,1.5,2,86.6,85.8,51,2
+2026-01-23,Power_Unit,PREVENTIVE,2.7,657.23,0.5,0,73.0,99.7,11,7
+2026-01-24,Furnace_3,CORRECTIVE,2.9,38.98,1.6,1,57.9,96.9,73,4
+2026-01-25,Safety_System,PREVENTIVE,1.0,28.12,7.7,1,88.0,97.1,82,5
+2026-01-26,Power_Unit,PREDICTIVE,1.1,635.58,0.1,0,80.5,96.0,84,8
+2026-01-27,Furnace_2,PREDICTIVE,5.7,40.08,5.8,3,83.6,91.3,31,2
+2026-01-28,Safety_System,PREVENTIVE,2.0,126.8,2.4,4,51.6,97.6,34,1
+2026-01-29,Power_Unit,CORRECTIVE,11.9,405.03,4.0,1,61.3,97.7,79,3
+2026-01-30,Sensor_Array,CORRECTIVE,2.8,210.19,0.2,0,54.0,87.4,20,3
+2026-01-31,Furnace_2,CORRECTIVE,1.9,219.88,0.4,1,51.9,90.5,35,7
+2026-02-01,Furnace_2,CORRECTIVE,2.3,1497.49,5.0,3,51.2,86.2,74,2
+2026-02-02,Power_Unit,PREVENTIVE,8.0,549.26,3.3,1,84.4,86.7,53,4
+2026-02-03,Sensor_Array,CORRECTIVE,0.4,2128.04,2.1,4,78.5,88.6,38,9
+2026-02-04,Cooling_System,PREDICTIVE,3.8,115.22,1.9,1,83.3,94.2,21,6
+2026-02-05,Control_Panel,PREVENTIVE,3.4,133.96,0.1,3,83.4,92.2,32,4
+2026-02-06,Power_Unit,EMERGENCY,9.0,241.83,5.6,4,52.9,88.8,89,5
+2026-02-07,Furnace_3,PREVENTIVE,2.3,85.08,5.0,1,69.1,90.6,31,7
+2026-02-08,Furnace_2,EMERGENCY,6.2,466.23,1.4,3,61.7,94.1,24,4
+2026-02-09,Furnace_1,PREVENTIVE,5.3,253.34,2.0,4,88.2,90.8,36,5
+2026-02-10,Furnace_1,PREVENTIVE,4.7,1251.32,0.4,4,87.5,86.2,11,8
+2026-02-11,Safety_System,PREDICTIVE,2.2,462.4,1.6,3,74.9,86.3,17,1
+2026-02-12,Cooling_System,PREVENTIVE,14.0,2.66,4.3,2,89.8,86.5,40,7
+2026-02-13,Power_Unit,CORRECTIVE,3.2,370.77,0.3,3,69.3,91.4,78,3
+2026-02-14,Cooling_System,PREVENTIVE,0.2,24.27,1.8,4,58.1,91.7,15,6
+2026-02-15,Furnace_1,PREVENTIVE,2.6,651.47,0.3,0,84.8,85.1,66,1
+2026-02-16,Control_Panel,PREVENTIVE,3.4,579.22,1.3,4,84.9,88.9,65,7
+2026-02-17,Furnace_1,CORRECTIVE,2.7,365.25,0.7,3,76.7,91.4,57,4
+2026-02-18,Control_Panel,PREDICTIVE,6.8,205.12,0.2,1,51.5,87.2,7,2
+2026-02-19,Furnace_1,PREVENTIVE,0.6,330.18,0.2,4,65.7,87.1,60,6
+2026-02-20,Furnace_3,PREVENTIVE,5.4,1160.51,1.3,3,87.0,92.8,62,6
+2026-02-21,Furnace_2,PREVENTIVE,0.2,51.75,2.4,2,61.8,87.6,27,4
+2026-02-22,Safety_System,CORRECTIVE,7.1,157.44,4.3,1,86.0,85.5,60,7
+2026-02-23,Furnace_1,PREVENTIVE,0.9,555.29,0.9,2,50.3,97.4,33,7
+2026-02-24,Furnace_2,PREVENTIVE,1.8,173.19,3.7,2,66.8,92.5,22,7
+2026-02-25,Cooling_System,PREVENTIVE,11.3,436.44,0.8,1,60.0,91.4,66,8
+2026-02-26,Sensor_Array,CORRECTIVE,3.5,425.14,1.4,3,68.0,92.4,76,9
+2026-02-27,Furnace_3,CORRECTIVE,1.3,164.9,1.5,3,53.3,97.9,43,5
+2026-02-28,Control_Panel,PREVENTIVE,1.8,57.14,2.4,4,60.9,89.2,7,9
+2026-03-01,Safety_System,PREVENTIVE,6.4,736.36,0.2,2,67.4,91.3,78,8
+2026-03-02,Cooling_System,PREDICTIVE,1.1,105.33,0.3,3,51.8,98.0,45,3
+2026-03-03,Furnace_1,PREVENTIVE,2.6,192.51,2.0,2,79.7,91.2,83,9
+2026-03-04,Power_Unit,PREDICTIVE,1.8,667.63,3.4,1,64.1,89.0,11,2
+2026-03-05,Cooling_System,PREVENTIVE,1.8,55.24,1.8,1,75.4,85.6,29,1
+2026-03-06,Safety_System,EMERGENCY,1.1,232.3,2.6,4,59.4,99.3,60,7
+2026-03-07,Furnace_1,PREVENTIVE,0.3,234.99,1.3,3,50.2,92.7,18,8
+2026-03-08,Safety_System,PREVENTIVE,0.9,25.93,1.3,2,59.9,98.1,16,8
+2026-03-09,Furnace_3,PREVENTIVE,1.8,1421.59,2.4,3,89.2,87.5,37,7
+2026-03-10,Sensor_Array,PREDICTIVE,0.4,193.07,3.0,4,51.4,94.4,16,6
+2026-03-11,Furnace_3,CORRECTIVE,36.1,675.01,0.5,3,84.0,86.6,66,6
+2026-03-12,Safety_System,PREVENTIVE,1.6,96.45,5.2,3,59.6,97.5,43,5
+2026-03-13,Safety_System,PREDICTIVE,1.6,807.76,3.0,1,59.7,85.7,54,7
+2026-03-14,Furnace_2,PREVENTIVE,9.3,174.22,3.7,1,82.8,94.5,68,9
+2026-03-15,Cooling_System,PREVENTIVE,0.7,294.48,1.2,0,73.7,99.1,9,9
+2026-03-16,Cooling_System,PREVENTIVE,0.4,115.8,2.5,2,54.5,85.7,28,4
+2026-03-17,Sensor_Array,PREDICTIVE,1.6,1336.05,5.9,3,50.3,95.7,16,5
+2026-03-18,Safety_System,PREVENTIVE,8.8,63.78,0.7,0,50.5,92.6,80,4
+2026-03-19,Furnace_3,PREDICTIVE,2.0,635.94,3.6,2,68.9,91.8,31,9
+2026-03-20,Furnace_2,PREVENTIVE,3.0,1044.58,10.0,3,71.8,89.2,18,2
+2026-03-21,Cooling_System,CORRECTIVE,21.0,528.38,3.7,3,86.2,87.0,51,9
+2026-03-22,Control_Panel,PREVENTIVE,1.9,720.86,0.2,0,70.4,95.7,8,4
+2026-03-23,Control_Panel,PREVENTIVE,6.3,600.9,3.7,1,73.3,94.0,18,9
+2026-03-24,Furnace_2,PREDICTIVE,4.6,1068.14,0.7,4,88.8,86.6,14,1
+2026-03-25,Furnace_1,PREVENTIVE,10.1,637.43,0.1,0,55.1,95.8,16,4
+2026-03-26,Power_Unit,CORRECTIVE,2.9,499.66,0.6,0,62.9,95.1,48,5
+2026-03-27,Power_Unit,CORRECTIVE,6.9,116.45,0.3,4,51.0,92.5,89,1
+2026-03-28,Cooling_System,CORRECTIVE,1.8,2067.46,5.4,1,69.8,91.4,53,3
+2026-03-29,Safety_System,PREVENTIVE,3.6,455.36,0.5,1,88.2,88.5,60,5
+2026-03-30,Furnace_2,CORRECTIVE,0.2,668.99,1.7,1,52.5,92.4,83,6
+2026-03-31,Control_Panel,PREVENTIVE,2.4,775.37,4.0,0,81.6,88.4,79,5
+2026-04-01,Cooling_System,CORRECTIVE,2.5,937.01,0.9,3,63.9,87.1,66,8
+2026-04-02,Safety_System,CORRECTIVE,8.3,1732.42,2.3,0,83.2,93.1,57,4
+2026-04-03,Furnace_3,PREVENTIVE,0.7,262.26,1.2,4,61.6,94.7,55,5
+2026-04-04,Sensor_Array,PREVENTIVE,0.3,88.58,0.9,2,86.1,97.9,42,8
+2026-04-05,Furnace_2,CORRECTIVE,2.5,277.26,2.0,4,83.0,86.2,18,3
+2026-04-06,Sensor_Array,PREVENTIVE,0.5,541.39,0.1,1,52.3,94.1,48,3
+2026-04-07,Furnace_3,PREVENTIVE,21.2,87.1,1.1,2,57.3,96.1,29,2
+2026-04-08,Sensor_Array,CORRECTIVE,3.5,73.94,0.2,0,66.9,91.4,27,4
+2026-04-09,Safety_System,CORRECTIVE,0.6,770.06,2.2,4,62.2,98.7,83,4
+2026-04-10,Power_Unit,PREVENTIVE,12.2,414.46,3.5,4,57.5,91.0,57,5
+2026-04-11,Control_Panel,PREVENTIVE,1.0,691.58,1.2,0,88.7,87.3,51,9
+2026-04-12,Power_Unit,CORRECTIVE,1.7,291.53,1.4,4,76.4,93.6,85,8
+2026-04-13,Furnace_1,PREVENTIVE,6.7,454.12,2.4,2,69.3,92.2,25,8
+2026-04-14,Power_Unit,EMERGENCY,5.8,1695.53,1.2,3,72.2,91.9,84,6
+2026-04-15,Safety_System,PREVENTIVE,1.5,1333.38,0.3,3,73.0,92.4,47,4
+2026-04-16,Furnace_2,PREVENTIVE,0.2,245.4,2.3,1,53.3,86.3,63,5
+2026-04-17,Furnace_3,PREVENTIVE,7.2,11.68,3.4,0,88.6,88.9,39,6
+2026-04-18,Control_Panel,PREVENTIVE,3.5,113.21,0.5,3,88.6,94.0,30,5
+2026-04-19,Safety_System,CORRECTIVE,1.0,1213.97,0.7,3,78.4,93.4,88,6
+2026-04-20,Furnace_3,PREVENTIVE,0.2,1267.86,9.4,0,87.8,87.2,50,7
+2026-04-21,Furnace_2,CORRECTIVE,1.8,103.1,2.8,0,75.5,95.7,33,2
+2026-04-22,Safety_System,PREDICTIVE,0.4,478.04,0.1,1,75.2,99.9,80,2
+2026-04-23,Sensor_Array,PREDICTIVE,1.1,554.47,5.4,3,66.6,96.2,58,8
+2026-04-24,Furnace_2,CORRECTIVE,5.6,216.33,2.8,4,79.8,93.1,79,9
+2026-04-25,Sensor_Array,PREDICTIVE,0.3,315.4,3.1,1,83.0,89.9,13,3
+2026-04-26,Safety_System,PREVENTIVE,0.4,365.61,0.9,4,80.2,97.5,59,3
+2026-04-27,Control_Panel,PREDICTIVE,5.5,892.47,1.3,1,60.6,94.9,63,7
+2026-04-28,Power_Unit,CORRECTIVE,10.3,211.31,0.1,3,87.1,93.8,62,7
+2026-04-29,Safety_System,PREVENTIVE,4.3,442.57,2.0,0,57.3,96.4,84,3
+2026-04-30,Furnace_2,PREVENTIVE,12.6,91.56,2.5,3,50.4,90.0,80,4
+2026-05-01,Control_Panel,PREDICTIVE,7.8,94.66,1.8,0,65.5,96.7,52,8
+2026-05-02,Furnace_1,EMERGENCY,1.3,3550.9,3.9,4,83.7,88.2,66,9
+2026-05-03,Control_Panel,PREDICTIVE,4.4,701.72,4.8,1,88.2,92.3,15,2
+2026-05-04,Safety_System,CORRECTIVE,1.0,1009.27,1.0,1,53.1,85.1,55,3
+2026-05-05,Cooling_System,PREVENTIVE,2.5,1704.13,1.3,0,57.8,89.0,25,4
+2026-05-06,Power_Unit,CORRECTIVE,0.9,667.07,2.6,0,59.9,93.2,29,3
+2026-05-07,Furnace_3,PREVENTIVE,4.3,33.37,1.1,1,63.7,85.4,81,3
+2026-05-08,Power_Unit,PREDICTIVE,4.1,181.25,0.1,3,76.1,99.0,57,8
+2026-05-09,Cooling_System,PREDICTIVE,4.6,824.63,0.7,2,55.0,93.8,51,8
+2026-05-10,Furnace_2,CORRECTIVE,6.8,244.91,0.7,4,80.4,88.3,73,7
+2026-05-11,Furnace_3,PREVENTIVE,0.4,78.28,2.9,0,65.2,88.0,68,5
+2026-05-12,Furnace_2,PREVENTIVE,3.4,583.97,0.3,2,50.0,92.3,45,5
+2026-05-13,Sensor_Array,PREDICTIVE,3.5,349.08,0.6,1,71.4,92.7,79,1
+2026-05-14,Furnace_1,PREVENTIVE,6.8,6.61,0.5,0,54.8,88.0,59,3
+2026-05-15,Cooling_System,PREVENTIVE,2.8,6.46,0.1,2,77.4,95.9,36,6
+2026-05-16,Furnace_3,CORRECTIVE,3.1,275.67,0.1,1,87.8,90.3,45,7
+2026-05-17,Power_Unit,CORRECTIVE,0.4,3213.5,4.7,0,76.6,88.4,19,3
+2026-05-18,Furnace_3,CORRECTIVE,0.3,1053.31,1.2,1,81.8,94.7,62,7
+2026-05-19,Furnace_3,PREVENTIVE,11.6,3.08,0.9,2,77.0,94.2,21,8
+2026-05-20,Cooling_System,PREVENTIVE,0.8,209.93,2.4,3,84.2,93.8,50,7
+2026-05-21,Control_Panel,PREVENTIVE,3.7,1634.99,0.2,3,52.6,92.1,39,7
+2026-05-22,Safety_System,EMERGENCY,4.5,194.22,0.4,0,53.3,98.7,20,8
+2026-05-23,Power_Unit,PREDICTIVE,8.9,162.01,1.1,2,52.5,99.9,42,3
+2026-05-24,Furnace_2,CORRECTIVE,3.3,537.66,2.9,2,50.6,91.7,64,1
+2026-05-25,Furnace_3,PREVENTIVE,0.0,36.52,1.7,3,54.9,94.5,18,8
+2026-05-26,Power_Unit,PREVENTIVE,2.5,738.77,2.1,2,63.5,97.1,20,9
+2026-05-27,Furnace_1,CORRECTIVE,6.9,704.74,0.3,4,74.7,93.6,36,3
+2026-05-28,Furnace_2,PREVENTIVE,4.8,1283.87,0.8,2,58.6,94.4,89,2
+2026-05-29,Safety_System,CORRECTIVE,4.0,494.95,0.6,0,80.8,90.3,29,3
+2026-05-30,Power_Unit,PREVENTIVE,0.3,751.43,0.7,2,66.6,85.1,88,3
+2026-05-31,Power_Unit,EMERGENCY,2.7,584.45,1.3,1,56.3,90.3,7,6
+2026-06-01,Power_Unit,PREVENTIVE,0.6,799.16,2.5,2,62.8,92.3,39,9
+2026-06-02,Furnace_3,PREVENTIVE,2.0,183.3,0.9,4,85.8,90.9,34,6
+2026-06-03,Furnace_3,PREDICTIVE,0.2,33.68,1.0,3,69.1,85.1,62,8
+2026-06-04,Control_Panel,CORRECTIVE,1.2,655.72,0.1,4,56.4,88.3,13,7
+2026-06-05,Furnace_1,EMERGENCY,1.6,434.17,2.1,3,71.6,94.8,25,1
+2026-06-06,Furnace_2,PREVENTIVE,4.5,12.13,1.1,1,73.1,86.2,64,2
+2026-06-07,Cooling_System,CORRECTIVE,4.3,28.31,3.2,3,54.9,89.2,81,7
+2026-06-08,Furnace_1,PREVENTIVE,1.4,712.76,1.1,3,85.0,99.0,68,6
+2026-06-09,Safety_System,PREVENTIVE,2.5,972.76,0.0,0,70.4,88.6,11,3
+2026-06-10,Control_Panel,CORRECTIVE,4.2,450.21,2.1,1,76.5,99.2,7,4
+2026-06-11,Cooling_System,CORRECTIVE,0.3,789.56,4.7,3,88.2,95.3,17,4
+2026-06-12,Safety_System,CORRECTIVE,1.9,290.73,2.4,3,73.5,86.4,25,1
+2026-06-13,Control_Panel,PREDICTIVE,4.3,270.89,1.9,1,80.5,93.9,68,4
+2026-06-14,Furnace_3,PREDICTIVE,1.1,225.51,0.0,2,55.2,85.3,57,3
+2026-06-15,Furnace_2,PREVENTIVE,1.5,83.17,0.3,2,54.3,90.9,17,2
+2026-06-16,Furnace_1,EMERGENCY,1.0,1125.0,1.0,0,54.4,88.6,56,3
+2026-06-17,Power_Unit,PREDICTIVE,8.0,872.14,0.1,0,61.4,88.1,83,6
+2026-06-18,Power_Unit,PREVENTIVE,0.5,455.92,3.8,3,89.9,88.1,50,1
+2026-06-19,Power_Unit,PREDICTIVE,8.1,405.24,2.0,2,65.0,97.7,28,2
+2026-06-20,Furnace_3,CORRECTIVE,2.5,708.44,3.2,1,76.3,91.7,54,6
+2026-06-21,Control_Panel,PREDICTIVE,1.1,1175.81,5.6,3,58.0,87.2,41,7
+2026-06-22,Safety_System,CORRECTIVE,8.4,560.74,2.3,3,67.3,86.6,49,5
+2026-06-23,Power_Unit,CORRECTIVE,11.6,50.94,2.2,4,57.3,89.5,51,7
+2026-06-24,Control_Panel,CORRECTIVE,14.8,241.11,1.8,0,56.5,90.7,38,4
+2026-06-25,Safety_System,PREVENTIVE,0.3,662.53,0.3,4,68.7,92.6,38,1
+2026-06-26,Furnace_1,PREVENTIVE,8.9,258.7,0.2,1,69.2,92.4,9,3
+2026-06-27,Furnace_3,PREVENTIVE,1.0,335.9,5.0,1,82.5,90.4,71,3
+2026-06-28,Power_Unit,PREVENTIVE,0.5,172.58,1.4,2,62.9,86.3,37,7
+2026-06-29,Furnace_1,CORRECTIVE,2.5,821.97,1.0,4,89.0,93.7,50,8
+2026-06-30,Furnace_1,PREVENTIVE,1.1,204.36,0.8,1,78.5,92.4,24,9
+2026-07-01,Furnace_3,CORRECTIVE,0.9,242.64,1.9,4,59.9,96.7,19,5
+2026-07-02,Safety_System,PREVENTIVE,0.9,922.04,0.7,2,56.2,98.5,11,2
+2026-07-03,Furnace_2,PREVENTIVE,3.3,208.93,4.5,3,71.7,97.1,19,2
+2026-07-04,Sensor_Array,PREVENTIVE,3.4,1078.07,1.6,4,73.4,96.2,88,7
+2026-07-05,Furnace_2,PREVENTIVE,2.3,2052.55,6.9,0,67.7,94.8,14,8
+2026-07-06,Furnace_3,CORRECTIVE,0.2,289.27,0.1,3,63.2,95.7,9,9
+2026-07-07,Power_Unit,PREVENTIVE,1.2,1039.83,2.0,0,84.8,87.8,34,6
+2026-07-08,Control_Panel,PREVENTIVE,4.5,383.66,4.5,4,73.6,92.5,57,8
+2026-07-09,Safety_System,PREVENTIVE,12.5,3793.53,2.5,4,80.1,85.2,29,3
+2026-07-10,Safety_System,PREDICTIVE,2.9,322.11,0.5,1,60.3,97.1,41,5
+2026-07-11,Power_Unit,CORRECTIVE,1.8,134.77,1.2,1,79.9,89.1,16,1
+2026-07-12,Furnace_1,CORRECTIVE,8.9,18.83,0.2,3,55.6,93.8,31,2
+2026-07-13,Furnace_3,PREDICTIVE,3.4,1000.69,3.3,3,65.6,97.4,82,4
+2026-07-14,Control_Panel,PREVENTIVE,16.2,49.52,2.3,0,83.5,97.6,35,8
+2026-07-15,Control_Panel,PREVENTIVE,0.4,107.31,1.6,2,84.4,94.5,50,6
+2026-07-16,Power_Unit,PREVENTIVE,1.2,241.9,0.2,2,58.0,86.9,35,3
+2026-07-17,Furnace_2,PREDICTIVE,11.6,408.13,0.6,1,80.2,98.6,70,4
+2026-07-18,Control_Panel,CORRECTIVE,6.9,1129.66,0.5,1,53.9,89.6,12,6
+2026-07-19,Cooling_System,PREVENTIVE,4.4,574.87,2.6,0,79.1,97.6,37,4
+2026-07-20,Furnace_1,PREVENTIVE,0.7,509.03,0.1,0,73.5,96.1,25,1
+2026-07-21,Power_Unit,EMERGENCY,4.5,615.53,0.7,4,79.3,98.0,43,4
+2026-07-22,Control_Panel,PREVENTIVE,0.1,247.79,0.1,3,62.9,88.2,82,7
+2026-07-23,Furnace_3,CORRECTIVE,2.3,762.76,1.3,3,52.5,89.4,68,4
+2026-07-24,Furnace_3,PREDICTIVE,4.8,210.37,5.9,4,82.3,94.2,12,1
+2026-07-25,Furnace_2,PREVENTIVE,6.0,446.95,2.0,1,82.1,94.7,69,9
+2026-07-26,Power_Unit,PREVENTIVE,6.8,553.8,3.9,1,58.6,97.3,83,7
+2026-07-27,Sensor_Array,PREDICTIVE,5.2,321.75,2.5,0,89.7,92.3,81,5
+2026-07-28,Safety_System,PREVENTIVE,9.6,13.73,2.4,0,77.0,94.9,70,2
+2026-07-29,Furnace_3,PREVENTIVE,2.5,556.12,2.3,4,58.0,90.8,83,6
+2026-07-30,Safety_System,PREVENTIVE,2.1,58.45,5.2,1,81.5,97.0,77,9
+2026-07-31,Furnace_3,EMERGENCY,12.0,464.77,0.5,1,51.0,85.0,24,1
+2026-08-01,Sensor_Array,PREVENTIVE,1.6,369.5,0.4,3,85.2,93.3,37,5
+2026-08-02,Safety_System,CORRECTIVE,0.6,487.07,1.2,2,68.2,93.1,11,7
+2026-08-03,Control_Panel,PREVENTIVE,0.9,275.75,0.1,0,58.6,99.8,60,3
+2026-08-04,Power_Unit,CORRECTIVE,4.7,918.26,0.8,2,84.7,92.2,14,3
+2026-08-05,Cooling_System,PREDICTIVE,12.9,314.65,2.5,3,79.6,94.7,52,7
+2026-08-06,Sensor_Array,PREVENTIVE,0.2,102.02,0.7,1,69.7,94.8,29,4
+2026-08-07,Furnace_3,PREDICTIVE,0.0,213.64,0.3,1,84.0,98.3,54,5
+2026-08-08,Safety_System,PREDICTIVE,13.4,384.66,1.9,0,76.2,89.3,33,5
+2026-08-09,Control_Panel,PREVENTIVE,2.3,676.24,1.7,2,69.5,88.2,28,5
+2026-08-10,Furnace_1,CORRECTIVE,4.7,2269.82,2.0,0,55.5,90.8,67,3
+2026-08-11,Safety_System,PREVENTIVE,1.7,351.92,2.2,0,71.1,87.5,38,1
+2026-08-12,Cooling_System,EMERGENCY,0.5,333.96,5.0,1,52.5,94.4,74,6
+2026-08-13,Safety_System,PREVENTIVE,1.5,301.12,0.1,3,64.5,98.3,23,9
+2026-08-14,Control_Panel,CORRECTIVE,4.4,602.77,2.8,1,88.7,93.3,32,5
+2026-08-15,Furnace_3,PREVENTIVE,4.0,53.01,8.1,0,76.7,95.9,40,4
+2026-08-16,Cooling_System,PREVENTIVE,4.6,384.48,1.1,2,74.8,92.6,57,9
+2026-08-17,Cooling_System,PREVENTIVE,3.3,863.94,0.3,1,52.1,90.9,55,8
+2026-08-18,Control_Panel,CORRECTIVE,4.7,465.76,0.9,1,50.8,99.5,61,5
+2026-08-19,Furnace_1,PREDICTIVE,1.2,1547.64,0.6,2,53.0,86.0,75,6
+2026-08-20,Safety_System,CORRECTIVE,3.1,1625.33,0.9,2,81.2,91.1,45,3
+2026-08-21,Cooling_System,PREVENTIVE,4.4,1577.81,5.3,3,64.6,92.1,83,6
+2026-08-22,Furnace_2,PREVENTIVE,0.0,774.2,2.1,3,86.4,91.4,52,2
+2026-08-23,Furnace_2,PREVENTIVE,0.8,756.04,1.7,2,68.4,94.5,89,3
+2026-08-24,Cooling_System,CORRECTIVE,3.1,690.26,0.4,1,73.2,89.5,16,1
+2026-08-25,Safety_System,PREVENTIVE,2.3,31.04,2.3,0,82.7,93.0,24,1
+2026-08-26,Furnace_1,EMERGENCY,9.0,1156.79,2.3,0,53.6,96.8,21,6
+2026-08-27,Sensor_Array,PREVENTIVE,3.6,257.25,1.2,3,73.5,92.1,30,2
+2026-08-28,Furnace_3,PREVENTIVE,0.9,155.59,2.0,3,71.1,98.6,23,3
+2026-08-29,Control_Panel,PREVENTIVE,1.4,145.2,0.4,0,55.3,95.6,79,2
+2026-08-30,Cooling_System,CORRECTIVE,13.9,121.7,0.1,3,79.4,89.0,85,1
+2026-08-31,Furnace_2,CORRECTIVE,7.2,370.65,0.3,1,67.8,91.2,31,5
+2026-09-01,Safety_System,CORRECTIVE,1.9,903.13,0.4,4,89.8,88.6,11,4
+2026-09-02,Power_Unit,PREDICTIVE,17.1,148.5,4.8,3,55.2,91.5,89,9
+2026-09-03,Furnace_2,PREDICTIVE,10.0,144.73,2.6,1,78.0,90.1,59,7
+2026-09-04,Furnace_1,PREVENTIVE,1.1,681.49,1.7,3,74.3,96.0,72,8
+2026-09-05,Furnace_3,CORRECTIVE,2.4,11.89,0.8,2,84.1,94.8,83,2
+2026-09-06,Furnace_2,CORRECTIVE,2.2,421.02,5.1,0,79.4,88.1,42,2
+2026-09-07,Cooling_System,PREDICTIVE,0.2,25.49,1.6,3,67.8,85.9,64,3
+2026-09-08,Control_Panel,CORRECTIVE,5.1,193.97,0.7,3,79.4,96.0,75,2
+2026-09-09,Furnace_1,PREVENTIVE,0.1,92.98,2.0,3,56.0,99.5,43,1
+2026-09-10,Control_Panel,PREVENTIVE,3.0,443.63,0.1,4,88.9,95.6,59,3
+2026-09-11,Sensor_Array,PREVENTIVE,7.2,26.84,4.4,4,63.0,95.7,9,6
+2026-09-12,Cooling_System,CORRECTIVE,2.9,1768.73,0.7,4,76.3,90.7,14,3
+2026-09-13,Safety_System,PREVENTIVE,0.0,79.67,1.5,2,70.6,95.5,25,5
+2026-09-14,Control_Panel,PREVENTIVE,4.0,643.98,2.1,3,75.5,93.5,83,6
+2026-09-15,Control_Panel,PREVENTIVE,5.5,754.67,2.5,4,71.5,99.1,50,4
+2026-09-16,Furnace_3,CORRECTIVE,4.7,90.89,5.3,1,81.9,88.5,17,2
+2026-09-17,Cooling_System,PREVENTIVE,6.6,868.07,0.4,3,61.2,98.2,58,3
+2026-09-18,Power_Unit,PREDICTIVE,1.1,11.77,1.0,0,69.9,94.1,46,2
+2026-09-19,Power_Unit,CORRECTIVE,0.3,539.43,0.2,0,77.6,99.4,53,8
+2026-09-20,Safety_System,CORRECTIVE,16.6,213.91,3.2,3,88.7,91.2,84,5
+2026-09-21,Furnace_1,CORRECTIVE,2.3,74.02,0.8,2,63.8,97.8,57,3
+2026-09-22,Sensor_Array,CORRECTIVE,1.2,1033.24,0.6,4,73.2,92.2,18,8
+2026-09-23,Furnace_3,PREDICTIVE,0.3,611.12,0.9,3,71.0,87.8,55,2
+2026-09-24,Furnace_3,CORRECTIVE,2.1,948.83,1.1,3,57.4,92.8,21,3
+2026-09-25,Furnace_3,PREVENTIVE,2.5,119.78,0.5,3,66.1,95.8,88,6
+2026-09-26,Safety_System,PREVENTIVE,2.1,444.57,0.8,2,82.0,91.4,58,3

static/data/shift_performance.csv

@@ -0,0 +1,1096 @@
+date,shift,avg_temperature,temp_variance,energy_consumed_kwh,pours_completed,successful_pours,anomalies_detected,alerts_triggered,downtime_minutes,efficiency_score,safety_incidents
+2024-01-01,day,1419.16,16.23,3920.47,3,7,4,4,1,86.0,0
+2024-01-01,evening,1421.56,6.42,3393.65,3,6,0,0,14,84.5,0
+2024-01-01,night,1433.33,17.61,3625.21,3,4,2,0,18,92.5,0
+2024-01-02,day,1419.53,6.39,3596.62,5,2,0,3,55,84.2,1
+2024-01-02,evening,1413.58,16.18,3467.16,5,4,2,8,2,85.5,1
+2024-01-02,night,1419.16,11.94,3972.15,7,6,3,0,46,77.3,0
+2024-01-03,day,1419.85,15.08,3741.92,3,4,4,4,16,88.7,0
+2024-01-03,evening,1420.86,7.61,3814.33,5,4,2,7,50,77.3,0
+2024-01-03,night,1414.42,18.44,3691.76,5,6,3,8,30,83.2,0
+2024-01-04,day,1433.2,7.47,3488.98,5,6,2,3,18,86.7,0
+2024-01-04,evening,1404.89,10.93,3806.32,7,4,4,9,52,87.0,0
+2024-01-04,night,1419.42,9.09,3460.6,6,4,0,3,13,77.5,0
+2024-01-05,day,1420.79,5.45,3598.18,5,2,0,9,12,76.4,0
+2024-01-05,evening,1423.24,12.68,3533.23,3,4,2,6,49,96.5,0
+2024-01-05,night,1411.44,15.35,3862.13,5,4,2,1,36,75.2,0
+2024-01-06,day,1417.86,8.44,3522.28,3,6,2,4,18,80.2,0
+2024-01-06,evening,1423.37,19.24,3774.82,5,6,1,9,14,91.6,0
+2024-01-06,night,1411.98,10.82,3717.14,6,2,3,8,55,87.5,0
+2024-01-07,day,1434.75,24.68,3690.47,3,5,4,4,24,82.8,0
+2024-01-07,evening,1412.89,21.34,3376.99,5,6,2,7,11,91.6,0
+2024-01-07,night,1417.85,10.86,3621.76,4,5,1,9,51,81.7,0
+2024-01-08,day,1433.43,7.85,3437.42,5,6,4,8,19,92.1,0
+2024-01-08,evening,1429.71,8.95,3514.28,5,7,3,4,38,83.8,0
+2024-01-08,night,1431.36,6.41,3323.52,4,3,0,7,45,83.5,0
+2024-01-09,day,1422.71,12.17,3614.74,6,5,0,4,8,75.4,0
+2024-01-09,evening,1423.75,16.3,3625.03,4,6,0,5,41,97.8,0
+2024-01-09,night,1417.29,6.43,3395.7,6,2,1,0,35,89.2,0
+2024-01-10,day,1413.75,14.96,3979.04,7,2,2,5,23,87.2,0
+2024-01-10,evening,1418.36,18.15,3621.18,7,4,1,9,37,77.9,1
+2024-01-10,night,1421.01,14.62,3328.65,5,6,2,3,28,86.7,0
+2024-01-11,day,1411.53,15.1,3476.52,5,5,3,5,23,85.2,0
+2024-01-11,evening,1418.57,7.05,3911.84,4,2,1,9,57,78.4,0
+2024-01-11,night,1415.89,17.17,3434.11,7,6,4,2,42,87.4,0
+2024-01-12,day,1404.52,8.08,3759.55,7,3,3,4,5,75.9,0
+2024-01-12,evening,1415.64,6.04,3351.17,3,2,4,6,29,83.8,0
+2024-01-12,night,1398.48,10.24,3766.17,6,4,0,9,35,88.1,0
+2024-01-13,day,1423.09,10.79,3266.03,4,4,0,8,16,75.4,0
+2024-01-13,evening,1414.39,12.31,3694.63,6,4,1,2,39,91.9,0
+2024-01-13,night,1409.88,21.57,3177.15,3,4,0,3,22,97.2,0
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