Fault Detection Python Packages

camber-toolkit

Vendor-neutral Python toolkit for BAS trend analysis — fault detection & diagnostics, IPMVP measurement & verification, and retro-commissioning.

open-fdd

Fault Detection Diagnostics (FDD) for HVAC datasets

mcp-server-mcsa

MCP server for Motor Current Signature Analysis (MCSA) — spectral analysis and fault detection in electric motors in natural language through LLMs

bibmon

Python package that provides predictive models for fault detection, soft sensing, and process condition monitoring.

signalmap

Unsupervised anomaly detection and predictive maintenance for machine sensor data — vibration, acoustics, motor current — with signed verdicts anyone can verify offline.

eco-connect

A wrapper for connecting to Ecorithm's API Platform through Python

phi-accrual-failure-detector

Phi φ Accrual Failure Detector implementation in Python, see: https://samueleresca.net/detecting-node-failures-and-the-phi-accrual-failure-detector/

wtphm

SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.com/lkev/wt-fdd

pmpca

PCA for multivariate statistical process monitoring.

jenkins-ai-optimizer

Meet the beast of Jenkins MCP with AI-powered diagnostics, and more with Industrial debugging on steroids, AI ripping through failure logs, vector search that thinks faster than you, and multi-instance chaos turned into orchestrated genius. CI/CD will never be the same.]

wsn-sim

Python Based Wireless Sensor Network Simulator.