Datasets:

PopChainNetwork
/

fiber-laser-cnc-logs

+---
+license: other
+license_name: proof-of-process-data-license-v1
+license_link: https://popchain.tech
+task_categories:
+  - time-series-forecasting
+  - text-classification
+tags:
+  - industrial
+  - manufacturing
+  - cnc
+  - laser-cutting
+  - predictive-maintenance
+  - machine-logs
+  - real-world-data
+  - blockchain-verified
+  - proof-of-process
+pretty_name: Fiber Laser CNC Machine Logs (Real Industrial Data)
+size_categories:
+  - 1K<n<10K
+language:
+  - en
+  - zh
+---
+# Fiber Laser CNC Machine Logs — Real Industrial Data
+**The first industrial machine dataset with on-chain cryptographic provenance.**
+This dataset contains real operational logs from a **Bodor BodorThinker 3.0 fiber laser CNC cutting machine**, collected over 5 months of continuous industrial production (November 2021 – April 2022).
+Unlike synthetic datasets commonly used in predictive maintenance research, this data comes from a real machine in a real factory, with every record verified on the [PopChain](https://popchain.tech) blockchain using SHA-256 hashing and WOTS+ post-quantum signatures.
+## Dataset Summary
+| Metric | Value |
+|--------|-------|
+| Machine | Bodor BodorThinker 3.0 Fiber Laser |
+| Period | Nov 2021 – Apr 2022 (5 months) |
+| Original size | 52 MB (SQLite) |
+| Total rows | 426,374 |
+| Errors (labeled) | 12,781 |
+| Warnings (labeled) | 10,332 |
+| Machine states | 33 distinct |
+| POP Score | 711/1000 (Grade B) |
+| Blockchain proof | [PopChain Block #47243](https://popchain.tech/explorer) |
+| SHA-256 | `c1fe88b22e5ca19e03172cba318f1fc208c09883095b9805a2bc2f1bec3e450c` |
+## Why This Dataset Matters
+**60% of predictive maintenance ML projects fail due to poor training data.** Most available datasets are either:
+- Synthetic (AI4I 2020, NASA C-MAPSS) — not representative of real failures
+- Proprietary — locked inside manufacturers like Trumpf, ESAB, Bystronic
+- Unlabeled — raw sensor dumps without error annotations
+This dataset solves all three problems:
+1. **Real** — from a production fiber laser, not a simulation
+2. **Labeled** — 12,781 errors and 10,332 warnings with natural language descriptions
+3. **Verified** — SHA-256 hash and WOTS+ signature on PopChain blockchain prove data hasn't been tampered with
+## Data Fields
+### Events (errors & warnings)
+- `type`: "error" or "warning"
+- `text`: Natural language description of the event (mix of English and Chinese)
+- `time`: ISO timestamp of the event
+### Features
+- `feature`: Feature name (e.g., servo parameters, coolant status, axis positions)
+- `distribution`: Statistical distribution of the feature
+### Machine States
+- 33 distinct states including: initialization, cutting, idle, alarm, emergency stop, coolant failure, servo alarm (X/Y/Z/W axes), safety door, etc.
+## Error Categories
+| Category | Count | Description |
+|----------|-------|-------------|
+| Servo alarms | 4,200+ | X, Y, Z, W axis servo faults |
+| Coolant failures | 1,800+ | Cooling system malfunctions |
+| Safety door | 900+ | Safety interlock events |
+| Communication | 600+ | Controller communication errors |
+| Power | 400+ | Power supply anomalies |
+| Other | 4,800+ | Various operational faults |
+## Formats Available
+| Format | File | Use Case |
+|--------|------|----------|
+| JSONL | `c1fe88b22e5ca19e.jsonl` | ML pipelines, streaming |
+| CSV | `c1fe88b22e5ca19e.csv` | Pandas, Excel, SQL |
+| HuggingFace JSONL | `c1fe88b22e5ca19e_hf.jsonl` | LLM fine-tuning (instruction format) |
+## Usage
+```python
+from datasets import load_dataset
+dataset = load_dataset("popchain/fiber-laser-cnc-logs")
+```
+Or directly:
+```python
+import pandas as pd
+df = pd.read_csv("c1fe88b22e5ca19e.csv")
+print(f"Events: {len(df)}")
+print(df.head())
+```
+For LLM fine-tuning:
+```python
+from datasets import load_dataset
+ds = load_dataset("json", data_files="c1fe88b22e5ca19e_hf.jsonl")
+# Each row has: instruction, input, output
+# Ready for Llama, Mistral, GPT fine-tuning
+```
+## On-Chain Provenance
+This dataset has been verified on the **PopChain** blockchain — a Layer 1 blockchain built from scratch in Rust that uses Proof-of-Process consensus.
+- **Chain**: PopChain Alpha Testnet
+- **Block**: #47243
+- **SHA-256**: `c1fe88b22e5ca19e03172cba318f1fc208c09883095b9805a2bc2f1bec3e450c`
+- **Signature**: WOTS+ (post-quantum, RFC 8391)
+- **Tamper-proof**: ✅ Any modification to the data would invalidate the on-chain proof
+Verify on the explorer: [popchain.tech/explorer](https://popchain.tech/explorer)
+## Full Dataset & More
+This is a preview. The full dataset (52MB SQLite with 426K rows) and additional machine datasets (Lincoln, Senfeng lasers) are available on the **PopChain Data Marketplace**:
+🔗 **[bomwt.io/market](https://bomwt.io/market)** — Buy with BIN on PopChain
+More about PopChain:
+- 🌐 [popchain.tech](https://popchain.tech) — Chain portal
+- 💼 [bomwt.io](https://bomwt.io) — DEX & Wallet
+- 📊 [PopChain Explorer](https://popchain.tech/explorer) — Live block explorer
+- 📄 [Whitepaper](https://popchain.tech/whitepaper) — Technical documentation
+- 💬 [Discord](https://discord.gg/popchain) — Community
+## Citation
+```
+@dataset{popchain_fiber_laser_2026,
+  title={Fiber Laser CNC Machine Logs — Real Industrial Data with Blockchain Provenance},
+  author={Piekut, Paweł},
+  organization={PPlastechniek},
+  year={2026},
+  url={https://popchain.tech},
+  note={Verified on PopChain blockchain, block #47243}
+}
+```
+## License
+Proof-of-Process Data License v1 — see [popchain.tech](https://popchain.tech) for details.
+Data produced by PPlastechniek, Almelo, Netherlands.

sample_100.jsonl ADDED Viewed

	@@ -0,0 +1,100 @@

+{"instruction": "Analyze this industrial machine event", "input": "\u5916\u63a5\u7d27\u505c\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Z\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u6b63\u5411\u9650\u4f4d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X2\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u6c34\u51b7\u673a\u62a5\u8b66\uff01", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "W\u6b63\u5411\u9650\u4f4d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "W\u8d1f\u5411\u9650\u4f4d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u4ea4\u6362\u53f0\u672a\u5230\u4f4d\uff0c\u7981\u6b62\u52a0\u5de5\u3002", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u5e8a\u8eab\u5df2\u91ca\u653e\uff0c\u7981\u6b62\u52a0\u5de5\u3002", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u968f\u52a8\u672a\u6807\u5b9a", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:38:54. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u5916\u63a5\u7d27\u505c\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:22. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:22. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:22. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Z\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:22. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X2\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:22. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u6b63\u5411\u9650\u4f4d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:22. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u6c34\u51b7\u673a\u62a5\u8b66\uff01", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:22. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "W\u6b63\u5411\u9650\u4f4d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:23. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "W\u8d1f\u5411\u9650\u4f4d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:23. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u4ea4\u6362\u53f0\u672a\u5230\u4f4d\uff0c\u7981\u6b62\u52a0\u5de5\u3002", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:23. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u5e8a\u8eab\u5df2\u91ca\u653e\uff0c\u7981\u6b62\u52a0\u5de5\u3002", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:23. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:23. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u968f\u52a8\u672a\u6807\u5b9a", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:40:23. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:41:47. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:02. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:02. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Z\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:02. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X2\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:02. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u6b63\u5411\u9650\u4f4d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:02. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u6c34\u51b7\u673a\u62a5\u8b66\uff01", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:02. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:02. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u968f\u52a8\u672a\u6807\u5b9a", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:02. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:47. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:47. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Z\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:47. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X2\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:47. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u6c34\u51b7\u673a\u62a5\u8b66\uff01", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:47. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u6b63\u5411\u9650\u4f4d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:48. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:48. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u968f\u52a8\u672a\u6807\u5b9a", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:42:48. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u7aef\u53e3\u4fdd\u62a4\u6587\u4ef6\u9519\u8bef\uff0c\u914d\u7f6e\u4e86\u65e0\u6548\u7684\u903b\u8f91\u7aef\u53e3: Phoenix.G.Blow.SwitchOfAir", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:43:26. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:43:27. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:43:27. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Z\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:43:27. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X2\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:43:27. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u6c34\u51b7\u673a\u62a5\u8b66\uff01", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:43:27. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u6b63\u5411\u9650\u4f4d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:43:27. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:43:27. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u968f\u52a8\u672a\u6807\u5b9a", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:43:27. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u5916\u63a5\u7d27\u505c\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:43:56. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Z\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:44:13. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:44:13. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:44:14. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X2\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:44:14. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Z\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:44:16. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Z\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:45:00. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u7aef\u53e3\u4fdd\u62a4\u6587\u4ef6\u9519\u8bef\uff0c\u914d\u7f6e\u4e86\u65e0\u6548\u7684\u903b\u8f91\u7aef\u53e3: Phoenix.G.Blow.SwitchOfAir", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:47:04. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:47:05. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u968f\u52a8\u672a\u6807\u5b9a", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:47:05. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u7aef\u53e3\u4fdd\u62a4\u6587\u4ef6\u9519\u8bef\uff0c\u914d\u7f6e\u4e86\u65e0\u6548\u7684\u903b\u8f91\u7aef\u53e3: Phoenix.G.Blow.SwitchOfAir", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:47:25. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:47:26. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u968f\u52a8\u672a\u6807\u5b9a", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:47:26. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u7aef\u53e3\u4fdd\u62a4\u6587\u4ef6\u9519\u8bef\uff0c\u914d\u7f6e\u4e86\u65e0\u6548\u7684\u903b\u8f91\u7aef\u53e3: Phoenix.G.Blow.SwitchOfAir", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:48:13. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:48:14. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u968f\u52a8\u672a\u6807\u5b9a", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:48:14. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u6b63\u5411\u9650\u4f4d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:49:22. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:51:59. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u9f99\u95e8\u8f74\u4f4d\u7f6e\u504f\u5dee\u5927\u4e8e\u52a8\u6001\u5141\u5dee", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:51:59. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:52:36. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Z\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:52:36. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X2\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:52:36. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u7aef\u53e3\u4fdd\u62a4\u6587\u4ef6\u9519\u8bef\uff0c\u914d\u7f6e\u4e86\u65e0\u6548\u7684\u903b\u8f91\u7aef\u53e3: Phoenix.G.Blow.SwitchOfAir", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:53:43. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:53:44. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u968f\u52a8\u672a\u6807\u5b9a", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:53:44. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u7aef\u53e3\u4fdd\u62a4\u6587\u4ef6\u9519\u8bef\uff0c\u914d\u7f6e\u4e86\u65e0\u6548\u7684\u903b\u8f91\u7aef\u53e3: Phoenix.G.Blow.SwitchOfAir", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:55:51. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:55:52. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u968f\u52a8\u672a\u6807\u5b9a", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-05 18:55:52. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u7aef\u53e3\u4fdd\u62a4\u6587\u4ef6\u9519\u8bef\uff0c\u914d\u7f6e\u4e86\u65e0\u6548\u7684\u903b\u8f91\u7aef\u53e3: Phoenix.G.Blow.SwitchOfAir", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:32:07. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:32:07. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u5916\u63a5\u7d27\u505c\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:32:07. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:32:07. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Z\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:32:07. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X2\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:32:07. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:32:08. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u968f\u52a8\u672a\u6807\u5b9a", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:32:08. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u7aef\u53e3\u4fdd\u62a4\u6587\u4ef6\u9519\u8bef\uff0c\u914d\u7f6e\u4e86\u65e0\u6548\u7684\u903b\u8f91\u7aef\u53e3: Phoenix.G.Blow.SwitchOfAir", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:33:38. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:33:38. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u5916\u63a5\u7d27\u505c\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:33:38. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:33:38. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Z\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:33:38. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X2\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:33:38. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u78b0\u677f\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:33:39. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u968f\u52a8\u672a\u6807\u5b9a", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:33:39. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u7aef\u53e3\u4fdd\u62a4\u6587\u4ef6\u9519\u8bef\uff0c\u914d\u7f6e\u4e86\u65e0\u6548\u7684\u903b\u8f91\u7aef\u53e3: Phoenix.G.Blow.SwitchOfAir", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:37:19. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "\u5916\u63a5\u7d27\u505c\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:37:20. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "X\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:37:20. This indicates a fault condition requiring maintenance attention."}
+{"instruction": "Analyze this industrial machine event", "input": "Y\u8f74\u4f3a\u670d\u62a5\u8b66", "output": "This is an error event from a industrial machine. Severity: error. Timestamp: 2021-11-06 08:37:20. This indicates a fault condition requiring maintenance attention."}