matheuscnali / bearing-rul-predictorView external linksLinks
☆57Jan 18, 2026Updated last month
Alternatives and similar repositories for bearing-rul-predictor
Users that are interested in bearing-rul-predictor are comparing it to the libraries listed below
Sorting:
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆100Aug 13, 2019Updated 6 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆310Jan 17, 2021Updated 5 years ago
- Remain useful life prediction of rolling bearing.☆58Oct 30, 2020Updated 5 years ago
- Deep learning models (RNN & LSTM & WaveNet) for predicting the remaining useful life of rolling element bearings using time series health…☆26Feb 28, 2025Updated 11 months ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆169Mar 17, 2023Updated 2 years ago
- ☆11Mar 5, 2025Updated 11 months ago
- ☆17Apr 10, 2021Updated 4 years ago
- ☆72Jan 17, 2021Updated 5 years ago
- Spark - Bearing RUL Predictions☆19Mar 28, 2017Updated 8 years ago
- Using LSTM to predict bearings' remaining useful life☆50Apr 30, 2021Updated 4 years ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆52Nov 10, 2021Updated 4 years ago
- Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)☆17Jul 3, 2018Updated 7 years ago
- remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…☆26Apr 6, 2021Updated 4 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆200Apr 6, 2024Updated last year
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆13Feb 9, 2025Updated last year
- ☆12Aug 17, 2020Updated 5 years ago
- ☆11Dec 18, 2018Updated 7 years ago
- This repository contains parts of code for the publication "Ensembles of Probabilistic LSTM Predictors and Correctors for Bearing Prognos…☆12Jul 19, 2022Updated 3 years ago
- 🧠 A model for early detection of multiple faults in induction motors based on the use of PCA and multilabel decision-trees☆34Jun 2, 2021Updated 4 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆85Dec 7, 2018Updated 7 years ago
- deep learning methods for bearing fault diagnosis☆13Mar 6, 2019Updated 6 years ago
- 1 提出了一种新的相似度损失(SimL)，用于增大类间差异同时减小类内差异；2 SimL+CE优化CNN；3 基于电信号诊断轴承故障☆15Jun 4, 2024Updated last year
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 6 years ago
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆476Mar 24, 2021Updated 4 years ago
- A transfer learning model CoDats applied to fault diagnosis problem☆15May 9, 2021Updated 4 years ago
- Reamain Useful Life Prediction of Bearing☆13Nov 22, 2022Updated 3 years ago
- The open-source code of "CS-SHAP: Extending SHAP to "SHapley Estimated Explanation (SHEP): A Fast post-hoc attribution method for interpr…☆15Jan 22, 2026Updated 3 weeks ago
- A public repository containing the data and code for the paper "Explainable fault and severity classification for rolling element bearing…☆21Aug 30, 2025Updated 5 months ago
- Code for: RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings (…☆21Jan 16, 2026Updated last month
- Matlab simulation of a hydrodynamically lubricated slider bearing☆11Jan 17, 2019Updated 7 years ago
- 刀具剩余寿命预测☆74Apr 17, 2020Updated 5 years ago
- ☆19Jun 20, 2022Updated 3 years ago
- Recurrent Plot on Multivariate Time Series Windows for Transfer Learning–based RUL estimation☆14Mar 28, 2022Updated 3 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆248Oct 2, 2020Updated 5 years ago
- Use SAE to classify the fault of gearbox☆21Sep 26, 2018Updated 7 years ago
- Application of Transfer Learning for RUL Prediction☆30Apr 12, 2021Updated 4 years ago
- Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection☆18Oct 12, 2020Updated 5 years ago
- Code to go with the paper "A novel deep learning model for the detection and identification of rolling element bearing faults"☆60Jun 11, 2021Updated 4 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆150Jan 6, 2022Updated 4 years ago