Update app.py

app.py

@@ -457,14 +457,14 @@ HTML_DASHBOARD = """
         </div>
         
         <div class="card">
-            <h2>📊 Input Parameters</h2>
+            <h2>Input Parameters</h2>
             <div class="form-grid">
                 <div class="form-group">
-                    <label>🕐 Hour (0-23)</label>
+                    <label> Hour (0-23)</label>
                     <input type="number" id="hour" min="0" max="23" value="14">
                 </div>
                 <div class="form-group">
-                    <label>📅 Day of Week</label>
+                    <label> Day of Week</label>
                     <select id="dayofweek">
                         <option value="0">Monday</option><option value="1">Tuesday</option>
                         <option value="2" selected>Wednesday</option><option value="3">Thursday</option>
@@ -473,7 +473,7 @@ HTML_DASHBOARD = """
                     </select>
                 </div>
                 <div class="form-group">
-                    <label>📅 Month</label>
+                    <label> Month</label>
                     <select id="month">
                         <option value="1">January</option><option value="2">February</option>
                         <option value="3">March</option><option value="4">April</option>
@@ -495,7 +495,7 @@ HTML_DASHBOARD = """
         <div id="results" style="display: none;"></div>
         
         <div class="footer">
-            <p>Powered by Random Forest AI | Real-time optimization | York Chiller Certified</p>
+            <p>Powered by Random Forest AI </p>
         </div>
     </div>
     
@@ -507,14 +507,14 @@ HTML_DASHBOARD = """
                     const data = await response.json();
                     document.getElementById('statusDot').classList.add('online');
                     document.getElementById('statusText').textContent = 'API Online';
-                    document.getElementById('modelBadge').innerHTML = `🤖 ${data.model_type || 'AI Model'} | Active`;
+                    document.getElementById('modelBadge').innerHTML = ` ${data.model_type || 'AI Model'} | Active`;
                 } else {
                     throw new Error('API not responding');
                 }
             } catch (error) {
                 document.getElementById('statusDot').classList.remove('online');
                 document.getElementById('statusText').textContent = 'API Offline';
-                document.getElementById('modelBadge').innerHTML = '⚠️ Fallback Mode';
+                document.getElementById('modelBadge').innerHTML = ' Fallback Mode';
             }
         }
         
@@ -577,7 +577,7 @@ HTML_DASHBOARD = """
                         </div>
                         <div><strong>Current:</strong> ${rec.current}</div>
                         <div><strong>Recommended:</strong> ${rec.recommended}</div>
-                        <div class="recommendation-saving">💰 Saving: ${rec.saving_kw} kW</div>
+                        <div class="recommendation-saving"> Saving: ${rec.saving_kw} kW</div>
                     </div>
                 `;
             }
@@ -585,17 +585,17 @@ HTML_DASHBOARD = """
             resultsDiv.innerHTML = `
                 <div class="card">
                     <div class="prediction-box">
-                        <div>⚡ Predicted Power</div>
+                        <div> Predicted Power</div>
                         <div class="value">${data.predicted_power_kw.toFixed(1)} <span style="font-size: 20px;">kW</span></div>
                     </div>
                     <div class="savings-box">
-                        <div>💰 Total Potential Savings</div>
+                        <div> Total Potential Savings</div>
                         <div class="value">${data.total_saving_kw.toFixed(1)} <span style="font-size: 16px;">kW</span></div>
                     </div>
-                    <h2 style="margin-top: 20px;">🎯 Optimization Recommendations</h2>
+                    <h2 style="margin-top: 20px;"> Optimization Recommendations</h2>
                     ${recommendationsHtml}
                     <div style="margin-top: 20px; padding: 12px; background: #f0f2f5; border-radius: 8px; font-size: 12px;">
-                        🤖 Model: ${data.model_info.type} | ${data.model_info.loaded ? 'Active' : 'Fallback Mode'}
+                         Model: ${data.model_info.type} | ${data.model_info.loaded ? 'Active' : 'Fallback Mode'}
                     </div>
                 </div>
             `;