Duplicate from davidfertube/turbine-sensor-data

Co-authored-by: David Fernandez <davidfertube@users.noreply.huggingface.co>

.gitattributes

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README.md

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+---
+license: mit
+task_categories:
+  - time-series-forecasting
+tags:
+  - anomaly-detection
+  - turbine-monitoring
+  - iot
+  - scada
+  - rag-ready
+size_categories:
+  - n<1K
+---
+
+# Turbine Sensor Streams Dataset
+
+Production-ready gas turbine telemetry data for anomaly detection.
+Designed to simulate real enterprise RAG documents for the IoT Anomaly Agent Space.
+
+## Overview
+
+This dataset provides realistic sensor streams that mirror actual SCADA exports
+from power plant DCS systems (Emerson Ovation, ABB Symphony). Use these files
+to test anomaly detection or upload your own telemetry data.
+
+## Files
+
+| File | Description | Status |
+|------|-------------|--------|
+| `gt_unit1_baseline_jan2025.csv` | GE 7FA Unit 1 - Normal operation baseline | Normal |
+| `gt_unit2_bearing_event_jan2025.csv` | GE 7FA Unit 2 - Developing bearing issue | Anomaly |
+
+## Data Schema
+
+Matches standard SCADA/historian CSV exports:
+
+```
+timestamp          - ISO 8601 timestamp (5-minute intervals)
+exhaust_temp       - Turbine exhaust temperature (F)
+vibration_x        - X-axis vibration velocity (in/s)
+vibration_y        - Y-axis vibration velocity (in/s)
+bearing_temp       - Journal bearing temperature (F)
+inlet_pressure     - Compressor inlet pressure (psi)
+lube_oil_pressure  - Lubrication system pressure (psi)
+fuel_flow          - Natural gas flow rate (MSCF/hr)
+```
+
+## Upload Your Own Data
+
+The IoT Anomaly Agent Space accepts CSV uploads with this schema.
+Export from your historian (PI, PHD, Wonderware) and upload for instant
+anomaly detection and root cause analysis.
+
+## RAG Integration
+
+These documents are indexed for retrieval-augmented generation:
+- Asset identification by unit number
+- Temporal context for event correlation
+- Failure mode pattern matching
+- Maintenance history cross-reference

gt_unit1_baseline_jan2025.csv

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+2025-01-25 06:00:00,872.5,0.16,0.14,160.2,194.5,30.2,8.05
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+2025-01-25 07:35:00,875.2,0.18,0.16,161.3,195.6,29.9,8.16

gt_unit2_bearing_event_jan2025.csv

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+timestamp,exhaust_temp,vibration_x,vibration_y,bearing_temp,inlet_pressure,lube_oil_pressure,fuel_flow
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