Fault Diagnosis Python Packages

bibmon

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

predictive-maintenance-mcp

AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context Protocol. An open-source framework for integrating Large Language Models with predictive maintenance and fault diagnosis workflows.

grape-mathlab

GRAph Parallel Environment

iflow-mcp-lgdimaggio-predictive-maintenance-mcp

AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context Protocol. An open-source framework for integrating Large Language Models with predictive maintenance and fault diagnosis workflows.

ccrl

CCRL is a research framework for continual fault diagnosis in aero-engines. It integrates contrastive representation learning with reinforcement learning strategies to support incremental fault pattern discovery while maintaining stable diagnostic performance on previously learned conditions.

mseep-predictive-maintenance-mcp

AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context Protocol. An open-source framework for integrating Large Language Models with predictive maintenance and fault diagnosis workflows.

pusion

Pusion (Python Universal Fusion) is a generic and flexible framework written in Python for combining multiple classifier’s decision outcomes.