Abstract
"Synthetic dataset reflecting real predictive maintenance data encountered in industry with 10,000 data points."
Description
The AI4I 2020 Predictive Maintenance Dataset reflects real predictive maintenance data encountered in industry.
Failure Modes:
- Tool Wear Failure (TWF)
- Heat Dissipation Failure (HDF)
- Power Failure (PWF)
📊 View Data Structure
To explore column names, data types, and sample rows, visit the official dataset page on External.
Preview on External
Cite This Dataset
External (2026). Predictive Maintenance AI4I 2020. [Dataset]. External. https://archive.ics.uci.edu/ml/datasets/AI4I+2020+Predictive+Maintenance+Dataset
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Original source: External (2026). Visit official page for more details.
Indexed by IoTDataset.com on Jan 07, 2026
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