IntelligentSensor / Sensor-PHM
Senosr Prognostics and Health Management && LR、RF、GBDT、WDCNN、LSTM、biLSTM
☆23Updated last year
Alternatives and similar repositories for Sensor-PHM:
Users that are interested in Sensor-PHM are comparing it to the libraries listed below
- : Faulty and healthy gear box Data sets need to be analyzed in detail. Here, we created this dataset for those who do research in wind tu…☆49Updated 7 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆56Updated 2 years ago
- ☆64Updated 4 years ago
- Using LSTM to predict bearings' remaining useful life☆47Updated 3 years ago
- ☆20Updated 4 years ago
- Spark - Bearing RUL Predictions☆19Updated 8 years ago
- Remain useful life prediction of rolling bearing.☆57Updated 4 years ago
- given run to failure measurements of various sensors on a sample of similar jet engines, estimate the remaining useful life (RUL) of a ne…☆65Updated 5 years ago
- Hongchun-Qu / Research-and-Application-of-Bearing-Fault-Diagnosis-Based-on-Deep-Encoder-Classification-Model☆13Updated 2 years ago
- ☆30Updated last year
- Code for our paper "Domain adaptive transfer learning for fault diagnosis." 2019 Prognostics and System Health Management Conference (PHM…☆22Updated 3 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆37Updated 2 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆82Updated 6 years ago
- Application of Transfer Learning for RUL Prediction☆26Updated 4 years ago
- 论文“时变转速下基于改进图注意力网络的轴承半监督故障诊断”源码☆28Updated 2 years ago
- case study for remaining useful life estimation☆31Updated last year
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆21Updated 3 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆33Updated 5 years ago
- Semi-Supervised Density Peak Clustering Algorithm, Incremental Learning, Fault Detection(基于半监督密度聚类+增量学习的故障诊断)☆80Updated 2 years ago
- A data loader class for the FEMTO-ST Ball Bearing Dataset☆10Updated 5 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆92Updated 5 years ago
- ☆32Updated 4 years ago
- ☆23Updated 2 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆54Updated 11 months ago
- 基于深度学习的机械故障诊断☆31Updated last year
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆47Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆41Updated 2 years ago
- ☆67Updated 4 years ago
- ☆34Updated 3 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆27Updated 2 years ago