3D Printer Fault Detection (IoT Sensors)
Catalog Summary
"Sensor logs (accelerometer, temperature) from a 3D printer capturing normal operation vs. various failure modes like nozzle clogging."
Catalog Notes
Dataset Summary
Data collected from an Ultimaker 3D printer equipped with IoT sensors to detect failures in real-time.
Sensors
- Accelerometer: Attached to the print head (X, Y, Z vibration).
- Temperature: Nozzle and Bed temperature readings.
Fault Types
Includes labeled data for: Layer shifting, Nozzle clogging, and Filament runout.
Data Preview
| Time_Sec | Acc_X | Acc_Y | Acc_Z | Temp_Nozzle | Label |
|---|---|---|---|---|---|
| 0.01 | 0.04 | -0.12 | 1.02 | 200.5 | Normal |
| 0.02 | 0.05 | -0.11 | 1.01 | 200.4 | Normal |
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Cite This Catalog Record
IoTDataset.com (2026). 3D Printer Fault Detection (IoT Sensors) — catalog record. [Dataset]. IoTDataset.com. https://iotdataset.com/data/3d-printer-fault-detection-iot
The publisher's preferred dataset citation is not recorded. The text above cites this IoTDataset.com catalog record, not the underlying dataset.
Catalog publisher: IoTDataset.com (2026)
Indexed by IoTDataset.com on Jan 12, 2026
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