aqibsaeed / Estimation-of-Remaining-Useful-Life-using-CNN
Convolutional Neural Network based regression approach for estimating machinery's remaining useful life
☆136Updated 5 years ago
Alternatives and similar repositories for Estimation-of-Remaining-Useful-Life-using-CNN:
Users that are interested in Estimation-of-Remaining-Useful-Life-using-CNN are comparing it to the libraries listed below
- Similarity matching based remaining useful life estimation☆29Updated 6 years ago
- RUL Nasa Turbofan Dataset (paper)☆26Updated 4 years ago
- 2018 phm data challenge, ion mill machine RUL & fault diagnosis☆67Updated 6 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆238Updated 4 years ago
- Remaining Useful Life (NASA CMAPS Dataset)☆44Updated 5 years ago
- A project focused on the improvement for remaining useful life estimation.☆21Updated 7 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆81Updated 6 years ago
- Using LSTM to predict Remaining Useful Life of CMAPSS Dataset☆85Updated 6 years ago
- LSTM Neural Network to predict NASA's engines failure based on know failures and parameters.☆22Updated 7 years ago
- Data set for Wind Turbine High-Speed Bearing Prognosis example in Predictive Maintenance Toolbox☆49Updated 3 years ago
- ☆50Updated 2 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆30Updated 5 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆133Updated 3 years ago
- Tool wear prediction by residual CNN☆75Updated 3 years ago
- ☆10Updated 7 years ago
- Predicting the Remaining Useful Life (RUL) of simulated turbofan data using Keras and LSTM.☆37Updated 6 years ago
- Prediction of remaining useful life (RUL)☆17Updated 7 years ago
- Dataset that was used during the PHM IEEE 2012 Data Challenge, built by the FEMTO-ST Institute☆134Updated 6 years ago
- ☆93Updated 4 years ago
- These codes realize data transformation and simple data processing for fault diagnosis.☆86Updated 7 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆92Updated 5 years ago
- Nasa Engine Data for prognostics challenge competition at the International Conference on Prognostics and Health Management (PHM08)☆13Updated 6 years ago
- CNN applied to bearing signals for analysis☆88Updated 5 years ago
- with LSTM method to solve bearing fault diagnosis classification☆61Updated 7 years ago
- 刀具剩余寿命预测☆70Updated 4 years ago
- try out bearing fault diagnosis with semi-supervised vae☆37Updated 7 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆33Updated 5 years ago
- Spark - Bearing RUL Predictions☆19Updated 8 years ago
- Data set for Rolling Element Bearing Fault Diagnosis example in Predictive Maintenance Toolbox☆37Updated 2 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆45Updated 6 years ago