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
- Using LSTM to predict bearings' remaining useful life☆47Updated 3 years ago
- ☆61Updated 4 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆90Updated 5 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆80Updated 6 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆49Updated 8 months ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆51Updated last year
- Remain useful life prediction of rolling bearing.☆52Updated 4 years ago
- Data set for Wind Turbine High-Speed Bearing Prognosis example in Predictive Maintenance Toolbox☆48Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆41Updated 2 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆126Updated 3 years ago
- : 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…☆42Updated 6 years ago
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆19Updated 2 years ago
- 完整的航空发动机一维卷积神经网络训练模型☆56Updated 5 years ago
- Using LSTM to predict Remaining Useful Life of CMAPSS Dataset☆85Updated 6 years ago
- ☆59Updated 5 years ago
- Application of Transfer Learning for RUL Prediction☆25Updated 3 years ago
- case study for remaining useful life estimation☆26Updated 10 months ago
- Spark - Bearing RUL Predictions☆19Updated 7 years ago
- Remaining useful life estimation of NASA turbofan jet engines using data driven approaches which include regression models, LSTM neural n…☆27Updated 3 years ago
- ☆23Updated 2 years ago
- ☆64Updated 4 years ago
- Predicting the Remaining Useful Life of Turbofan Engine☆20Updated 2 years ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆19Updated 3 years ago
- for wind turbine phm☆15Updated 6 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆59Updated last year
- Source code of the paper "A stacked DCNN to predict the RUL of a turbofan engine", third place ranked in the PHM21 data challenge.☆77Updated last year
- ☆32Updated 2 years ago
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆2Updated last month
- ☆18Updated 2 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆142Updated 10 months ago