alovberg / PHM-Datasets
Collection of datasets related to prognostics and health management
☆13Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for PHM-Datasets
- ☆13Updated 4 years ago
- The bearing fault data set collected by Jiangnan University.☆12Updated last year
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆49Updated last year
- Remain useful life prediction of rolling bearing.☆47Updated 4 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…☆40Updated 6 years ago
- ☆62Updated 3 years ago
- Source code of the paper "A stacked DCNN to predict the RUL of a turbofan engine", third place ranked in the PHM21 data challenge.☆75Updated last year
- Data for PHM 2015 data challenge☆14Updated 8 years ago
- ☆26Updated 4 years ago
- A Framework for Remaining Useful Life Prediction Based on Self-Attention and Physics-Informed Neural Networks☆78Updated 9 months ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆129Updated 7 months ago
- Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute☆124Updated 4 years ago
- Using LSTM to predict Remaining Useful Life of CMAPSS Dataset☆83Updated 6 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆30Updated 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…☆60Updated 5 years ago
- SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.co…☆74Updated 3 years ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆89Updated last year
- ☆48Updated 2 years ago
- Data set for Wind Turbine High-Speed Bearing Prognosis example in Predictive Maintenance Toolbox☆46Updated 2 years ago
- ☆79Updated 9 months ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆45Updated 5 months ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆88Updated 5 years ago
- Predicting the Remaining Useful Life (RUL) of simulated turbofan data using Keras and LSTM.☆37Updated 5 years ago
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆106Updated 4 years ago
- ☆50Updated last year
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆39Updated 2 years ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆138Updated last year