Lucky-Loek / ieee-phm-2012-data-challenge-datasetLinks
Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute
☆152Updated 6 years ago
Alternatives and similar repositories for ieee-phm-2012-data-challenge-dataset
Users that are interested in ieee-phm-2012-data-challenge-dataset are comparing it to the libraries listed below
Sorting:
- Dataset that was used during the PHM IEEE 2012 Data Challenge, built by the FEMTO-ST Institute☆148Updated 7 years ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆165Updated 2 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆307Updated 5 years ago
- ☆293Updated 8 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…☆67Updated 6 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…☆62Updated 7 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆147Updated 4 years ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆280Updated 3 years ago
- ☆178Updated 4 years ago
- ☆72Updated 5 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆98Updated 6 years ago
- with LSTM method to solve bearing fault diagnosis classification☆63Updated 8 years ago
- ☆216Updated 6 years ago
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆129Updated 5 years ago
- ☆104Updated last year
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆370Updated 3 years ago
- ☆87Updated 3 years ago
- Deep learning in PHM,Deep learning in fault diagnosis,Deep learning in remaining useful life prediction☆471Updated 4 years ago
- Using LSTM to predict Remaining Useful Life of CMAPSS Dataset☆90Updated 7 years ago
- Siamese network for bearing fault diagnosis☆93Updated 6 years ago
- ☆57Updated 3 years ago
- 1DCNN Fault Detection(1DCNN的轴承故障诊断)☆195Updated 3 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆193Updated last year
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆85Updated 7 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆46Updated 3 years ago
- ☆113Updated 3 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆272Updated 6 months ago
- Multiclass classification of vibration signals of faulty bearings☆101Updated 6 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆171Updated 4 years ago
- ☆59Updated 2 years ago