IntelligentSensor / Sensor-PHM
Senosr Prognostics and Health Management && LR、RF、GBDT、WDCNN、LSTM、biLSTM
☆23Updated 2 years ago
Alternatives and similar repositories for Sensor-PHM
Users that are interested in Sensor-PHM are comparing it to the libraries listed below
Sorting:
- ☆64Updated 4 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
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆54Updated 11 months ago
- ☆31Updated last year
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆92Updated 5 years ago
- Remain useful life prediction of rolling bearing.☆57Updated 4 years ago
- case study for remaining useful life estimation☆30Updated last year
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆40Updated 2 years ago
- Using LSTM to predict bearings' remaining useful life☆48Updated 4 years ago
- ☆66Updated 4 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆83Updated 6 years ago
- ☆34Updated 3 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆26Updated 2 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…☆50Updated 7 years ago
- Using LSTM to predict Remaining Useful Life of CMAPSS Dataset☆88Updated 6 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆161Updated last year
- ☆19Updated 2 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆67Updated last year
- ☆21Updated 4 years ago
- Evolutionary Neural Architecture Search on Transformers for RUL Prediction☆47Updated 2 years ago
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆20Updated 2 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
- Application of Transfer Learning for RUL Prediction☆26Updated 4 years ago
- 一种数字孪生辅助的高度不平衡故障诊 断新框架☆85Updated 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 by Transformer-based Model☆49Updated 2 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆33Updated 5 years ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆32Updated 2 years ago
- ☆60Updated 5 years ago
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆27Updated 2 years ago