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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Spark - Bearing RUL Predictions☆19Mar 28, 2017Updated 9 years ago
- ☆19Jun 20, 2022Updated 4 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
- Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)☆16Jul 3, 2018Updated 8 years ago
- Predicting the Remaining Useful Life (RUL) of simulated turbofan data using Keras and LSTM.☆39Jan 23, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for: RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings (…☆28Jan 16, 2026Updated 9 months ago
- ☆28Jan 13, 2021Updated 5 years ago
- 雪浪工业数据智能挑战赛 工业智检——电机异音AI诊断☆19May 13, 2019Updated 7 years ago
- Prediction of remaining useful life (RUL)☆17Feb 23, 2018Updated 8 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆104Aug 13, 2019Updated 7 years ago
- Multiclass bearing fault classification using features learned by a deep neural network.☆37Mar 19, 2022Updated 4 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆87Dec 7, 2018Updated 7 years ago
- A collection of datasets for RUL estimation as Lightning Data Modules.☆72Mar 26, 2026Updated 6 months ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆326Jan 17, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Remaining useful life prediction for N-CMAPSS dataset☆20Mar 11, 2022Updated 4 years ago
- Predicting the Remaining Useful Life of Turbofan Engine☆24Jul 31, 2022Updated 4 years ago
- The code of DAST☆65Nov 3, 2022Updated 3 years ago
- A data loader class for the FEMTO-ST Ball Bearing Dataset☆10Mar 28, 2020Updated 6 years ago
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆24Mar 14, 2026Updated 7 months ago
- Coevolutionary Multi-task learning for Dynamic Time Series prediction☆14Jul 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
- Why are our best and most experienced employees leaving prematurely?☆12Sep 25, 2017Updated 9 years ago
- ☆25Feb 4, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- RUL Nasa Turbofan Dataset (paper)☆26May 14, 2020Updated 6 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆222Apr 6, 2024Updated 2 years ago
- A python implementation of NSGA-II multi-objective optimization algorithm.☆11Aug 6, 2021Updated 5 years ago
- A framework for load forecasting, where seasonal cycles are removed from the input signal. A genetic algorithm is used to parameterize va…☆10Jul 24, 2020Updated 6 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆157Jan 6, 2022Updated 4 years ago
- Prediction of Remaining Useful Life(RUL) for Aircraft Engine Using Neural Network Models☆13Dec 7, 2018Updated 7 years ago
- Python Multi-Objective Simulation Optimization: a package for using, implementing, and testing simulation optimization algorithms.☆12Updated this week
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆123Apr 11, 2023Updated 3 years ago
- ☆15Mar 5, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆250Oct 2, 2020Updated 6 years ago
- 使用灰色系统理论做负荷预测。Using Grey System Theory to Make Load Forecasting☆13Apr 25, 2020Updated 6 years ago
- Image Encryption using Chaos Mapping, Genetic Algorithms & Matrix Manipulations☆13Oct 25, 2019Updated 6 years ago
- Keras Deep Learning 1d resnet solution for the https://www.kaggle.com/c/msk-redefining-cancer-treatment challenge☆12Nov 10, 2017Updated 8 years ago
- 基于xgboost的风力电机叶片结冰分类预测☆11Jul 22, 2019Updated 7 years ago
- Package for preprocessing CWRU Bearing dataset☆15Mar 10, 2025Updated last year
- multi objective, single objective optimization, genetic algorithm for multi-objective optimization, particle swarm intelligence, ... impl…☆15May 17, 2020Updated 6 years ago