Predicting the Remaining Useful Life of Turbofan Engine
☆22Jul 31, 2022Updated 3 years ago
Alternatives and similar repositories for PHM08-Challenge-Data-Set
Users that are interested in PHM08-Challenge-Data-Set are comparing it to the libraries listed below
Sorting:
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Oct 10, 2023Updated 2 years ago
- Senosr Prognostics and Health Management && LR、RF、GBDT、WDCNN、LSTM、biLSTM☆25May 1, 2023Updated 2 years ago
- This project uses Transformer-based RNN model to predict the remaining useful life (RUL) of turbo fan jet engines using NASA's C-MAPSS si…☆14Nov 17, 2023Updated 2 years ago
- Reamain Useful Life Prediction of Bearing☆13Nov 22, 2022Updated 3 years ago
- This LSTM is used to predict the rest useful lifetime of ball-bearings. Its programmed with Pytorch and uses the PRONOSTIA Dataset.☆20Nov 29, 2019Updated 6 years ago
- Prediction of remaining useful life (RUL)☆17Feb 23, 2018Updated 8 years ago
- Exploring HMM, LSTM and Regression techniques to predict respiratory rate of an individual from accelerometer data.☆15Dec 4, 2018Updated 7 years ago
- ☆24Feb 4, 2023Updated 3 years ago
- Remaining useful life prediction for N-CMAPSS dataset☆20Mar 11, 2022Updated 3 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆22Mar 17, 2023Updated 2 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆29Sep 13, 2022Updated 3 years ago
- Code and supplementary material for ICPHM2020☆27Jun 24, 2020Updated 5 years ago
- Use GRU,LSTM,CNN to predict the RUL in C-MAPSS dataset☆32Dec 5, 2023Updated 2 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
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆29May 19, 2024Updated last year
- Hierarchical Bayesian inversion of electrochemical impedance spectroscopy (EIS) data☆12Jan 12, 2025Updated last year
- ☆13Dec 4, 2025Updated 3 months ago
- Estimate probability of failure using reframed Bayesian optimization☆10Aug 14, 2025Updated 6 months ago
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆132Nov 6, 2020Updated 5 years ago
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆28Apr 13, 2023Updated 2 years ago
- Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries☆476May 30, 2024Updated last year
- In this Case Study I'm performing Exploratory Analysis & Building a model which will Classify if Patient has CHD or Not.☆14Jul 31, 2019Updated 6 years ago
- An extensible component for detecting cosmetic contact lenses in iris imagery.☆10Jun 25, 2025Updated 8 months ago
- The PO-UCT algorithm (aka POMCP) implemented in Julia☆37Nov 16, 2025Updated 3 months ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 6 years ago
- Novel algorithms to predict Remaining Useful Life (RUL) on NASA’s benchmark dataset, CMAPSS turbofan engine degradation simulation.☆11Nov 8, 2023Updated 2 years ago
- python code for Independent Component Analysis☆14Jan 8, 2018Updated 8 years ago
- Source codes of Learning Causal Representations for Robust Domain Adaptation (IEEE TKDE)☆12Feb 14, 2022Updated 4 years ago
- Amaru - Finite element library☆13May 15, 2025Updated 9 months ago
- Monte-Carlo simulation of an FD-OCT B-Scan.☆13Nov 17, 2021Updated 4 years ago
- PyTorch使用技巧和教程☆11Apr 17, 2023Updated 2 years ago
- This project basically involves Human Resource Analysis and Employee Attrition Prediction using various data visualisation techniques & m…☆10May 13, 2020Updated 5 years ago
- The project focuses on prediction of RUL (Remaining Useful Life) of aircraft engine. The acitivity is carried out in PyTorch frameowrk us…☆11Dec 20, 2021Updated 4 years ago
- Code for paper ''Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging''☆12Nov 8, 2020Updated 5 years ago
- GUI for segmenting the lumen of intravascular OCT pullbacks☆14Jul 29, 2020Updated 5 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆37Oct 9, 2023Updated 2 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆46May 30, 2022Updated 3 years ago
- halcon算子阈值分割的实现☆12Apr 13, 2018Updated 7 years ago
- Windows desktop application for control of SD-OCT imaging systems☆11Oct 20, 2025Updated 4 months ago