fault-diagnostics

Here are 3 public repositories matching this topic...

DAVID-NGUYEN-S16 / Agentic4PDM

Agentic4PDM: Host-Governed Evidence Admissibility for Industrial Fault Diagnosis

predictive pdm maintaince fault-diagnosis agentic agentic-workflow agentic-ai agentic-workflows fault-diagnostics agentic-star agentic-decision

Updated Oct 21, 2026

zainali3174 / condition-monitoring-ml

Star

End-to-end predictive maintenance pipeline: multi-sensor data acquisition (current, temperature, vibration), signal processing, ML-based condition classification (98% accuracy), and an offline inference dashboard. Validated on a vertical drill press — adaptable to any sensor-instrumented machine.

python iot arduino machine-learning signal-processing ml data-acquisition xgboost predictive-maintenance industrial-iot vibration-analysis fault-diagnostics condition-monito

Updated Jun 12, 2026
Jupyter Notebook

TLove-Controls / automation-fault-logging-simulator

Star

This tool helps automation engineers and reliability specialists simulate fault occurrences, log events, and produce basic summaries for improved reliability and troubleshooting. It's designed to support reasoning about failure patterns and post-incident analysis.

automation reliability plc industrial-automation controls-engineering fault-diagnostics

Updated Jan 25, 2026
Python

Add this topic to your repo

To associate your repository with the fault-diagnostics topic, visit your repo's landing page and select "manage topics."

Learn more