Fault Detection Python Packages

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

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/

bibmon

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

eco-connect

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

wtphm

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

jenkins-ai-optimizer

MCP server for Jenkins integration with AI assistants, providing build management, log analysis, and failure diagnostics.

pmpca

PCA for multivariate statistical process monitoring.

wsn-sim

Python Based Wireless Sensor Network Simulator.