Fault Detection Python Packages

open-fdd

Fault Detection Diagnostics (FDD) for HVAC datasets

phi-accrual-failure-detector

A port of the Akka's (φ) Accrual failure detector implementation

bibmon

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

mcp-server-mcsa

MCP server for Motor Current Signature Analysis (MCSA) — spectral analysis, fault frequency calculation, and fault detection in electric motors

eco-connect

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

wtphm

SCADA data pre-processing library for prognostics and healthmanagement and fault detection of wind turbines

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

Wireless Sensor Network Simulator with AODV and DSR protocols