failure-prediction topic
swim-js
JavaScript implementation of SWIM membership protocol
Machine-Learning-for-Predictive-Maintenance
Anomaly detection and failure prognosis applied to industrial machines
Awesome-Failure-Detection
A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)
FMFP
PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"
SURE
(CVPR 2024) Pytorch implementation of “SURE: SUrvey REcipes for building reliable and robust deep networks”
rul
remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, condition-based maintenance, CBM, predictive maintenance, PdM, pro...
Predictive-Maintenance
This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning models.
Predictive-Maintenance-Industrial-IOT
Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualization we attempt to performance Failure Analysis and Prediction of...
Power_Transformers_Failure_Prediction
This is a sample code repository of the power transformer's health state (index) analysis or prediction by the regression model for experiment and learning purposes.
SmartGrid-Failure-Prediction
A neural network approach for predicting imminent failures in a smart power grid