n3iii0 / LSTM-Lifetime-EstimationView external linksLinks
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
Alternatives and similar repositories for LSTM-Lifetime-Estimation
Users that are interested in LSTM-Lifetime-Estimation are comparing it to the libraries listed below
Sorting:
- ☆19Jun 20, 2022Updated 3 years ago
- Spark - Bearing RUL Predictions☆19Mar 28, 2017Updated 8 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆14Jan 7, 2023Updated 3 years ago
- Reamain Useful Life Prediction of Bearing☆13Nov 22, 2022Updated 3 years ago
- Fault Diagnosis of Interturn short circuit of Permanent Magnet Synchronous Motor based on Depth Learning☆21Sep 13, 2018Updated 7 years ago
- Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)☆17Jul 3, 2018Updated 7 years ago
- Prediction of remaining useful life (RUL)☆17Feb 23, 2018Updated 7 years ago
- Predicting the Remaining Useful Life (RUL) of simulated turbofan data using Keras and LSTM.☆37Jan 23, 2019Updated 7 years ago
- ☆24Feb 4, 2023Updated 3 years ago
- 雪浪工业数据智能挑战赛 工业智检——电机异音AI诊 断☆20May 13, 2019Updated 6 years ago
- Remaining useful life prediction for N-CMAPSS dataset☆20Mar 11, 2022Updated 3 years ago
- Predicting the Remaining Useful Life of Turbofan Engine☆22Jul 31, 2022Updated 3 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆85Dec 7, 2018Updated 7 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆310Jan 17, 2021Updated 5 years ago
- ☆28Jan 13, 2021Updated 5 years ago
- Remaining Useful Life prediction of machinery using a novel data wrangling method and CNN-LSTM network for prediction☆28Jan 31, 2020Updated 6 years ago
- RUL Nasa Turbofan Dataset (paper)☆26May 14, 2020Updated 5 years ago
- An extensible component for detecting cosmetic contact lenses in iris imagery.☆10Jun 25, 2025Updated 7 months ago
- Versions of hybrid pso algorithms for engineering optimization☆10Dec 21, 2017Updated 8 years ago
- ☆10May 20, 2024Updated last year
- case study for remaining useful life estimation☆34Apr 15, 2024Updated last year
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Oct 10, 2023Updated 2 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆150Jan 6, 2022Updated 4 years ago
- Multiclass bearing fault classification using features learned by a deep neural network.☆36Mar 19, 2022Updated 3 years ago
- This repo is the results of drilling rate of penetration prediction on the MSEEL drilling dataset using various machine and deep learning…☆12Apr 24, 2022Updated 3 years ago
- Double-Niched Evolutionary Algorithm (DNEA) for Multi-Modal Multi-Objective Optimization (PPSN 2018 & CEC 2019)☆10Mar 26, 2021Updated 4 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 6 years ago
- Code for paper ''Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging''☆12Nov 8, 2020Updated 5 years ago
- python code for Independent Component Analysis☆14Jan 8, 2018Updated 8 years ago
- Repository to share scripts and functions for Nonlinear Beamforming for Ultrasound Flow Imaging.☆11Jun 25, 2022Updated 3 years ago
- GUI for segmenting the lumen of intravascular OCT pullbacks☆14Jul 29, 2020Updated 5 years ago
- 基于xgboost的风力电机叶片结冰分类预测☆11Jul 22, 2019Updated 6 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
- Monte-Carlo simulation of an FD-OCT B-Scan.☆12Nov 17, 2021Updated 4 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
- 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
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆46May 30, 2022Updated 3 years ago
- PyTorch implementation of CNN for remaining useful life prediction. Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep co…☆101Jul 5, 2021Updated 4 years ago
- ☆11Mar 5, 2025Updated 11 months ago