Predicting the Remaining Useful Life of Turbofan Engine
☆24Jul 31, 2022Updated 4 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Oct 10, 2023Updated 3 years ago
- Senosr Prognostics and Health Management && LR、RF、GBDT、WDCNN、LSTM、biLSTM☆26May 1, 2023Updated 3 years ago
- Reamain Useful Life Prediction of Bearing☆13Nov 22, 2022Updated 3 years ago
- remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…☆26Apr 6, 2021Updated 5 years ago
- Prediction of remaining useful life (RUL)☆17Feb 23, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Source code of the paper "A stacked DCNN to predict the RUL of a turbofan engine", third place ranked in the PHM21 data challenge.☆85Apr 2, 2023Updated 3 years ago
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆28May 19, 2024Updated 2 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
- ☆109Sep 12, 2026Updated last month
- Remaining useful life prediction for N-CMAPSS dataset☆20Mar 11, 2022Updated 4 years ago
- Offshore Wind Farm Lifecycle Estimation☆16Aug 17, 2026Updated 2 months ago
- Deep learning in PHM,Deep learning in fault diagnosis,Deep learning in remaining useful life prediction☆490Mar 24, 2021Updated 5 years ago
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆144Nov 6, 2020Updated 5 years ago
- ☆11Dec 11, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆31Sep 13, 2022Updated 4 years ago
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆24Mar 14, 2026Updated 7 months ago
- Why are our best and most experienced employees leaving prematurely?☆12Sep 25, 2017Updated 9 years ago
- RUL Nasa Turbofan Dataset (paper)☆26May 14, 2020Updated 6 years ago
- Materials for PHM Conference 2016 Tutorial on Big Data☆23Aug 24, 2018Updated 8 years ago
- 1. Simulation of a job shop production system 2. Reinforcement Learning agent to control the production system☆11Sep 8, 2021Updated 5 years ago
- Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries☆514May 30, 2024Updated 2 years ago
- This is a Machine Learning Practice Case of Predictive Maintenance by Python with NASA's Turbofan Engine Degradation Simulation Data Set.☆12Jan 13, 2021Updated 5 years ago
- 基础的机器学习项目集,包含数据预处理、模型评估与选择、可 视化以及分类算法等☆24Nov 19, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Analyzing multiple multivariate time series datasets and using LSTMs and Nonparametric Dynamic Thresholding to detect anomalies across va…☆21Jul 12, 2022Updated 4 years ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆50Apr 14, 2025Updated last year
- A set of utilities to quicky analyze time series.☆21Oct 28, 2021Updated 4 years ago
- Exploring HMM, LSTM and Regression techniques to predict respiratory rate of an individual from accelerometer data.☆15Dec 4, 2018Updated 7 years ago
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆15May 12, 2023Updated 3 years ago
- 基于CNN和BiLSTM实现时间序列预测模型☆18May 31, 2024Updated 2 years ago
- ☆16Nov 26, 2019Updated 6 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆326Jan 17, 2021Updated 5 years ago
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆55Jan 13, 2022Updated 4 years ago
- 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.
- Address the JSP problem through DRL, including mlp, gcn, transformer policies.☆10May 7, 2023Updated 3 years ago
- Repository used to store some tools used for Turbofan Engine Degradation Simulation Data Set/ PHM08 dataset☆12Mar 6, 2017Updated 9 years ago
- Remaining useful life prediction. Degradation path approximation (DPA) is a highly easy-to-understand and brand-new solution way for data…☆19Feb 27, 2024Updated 2 years ago
- A digital format for exchange of wind energy yield assessment reporting information as defined by IEC 61400-15-2☆21Nov 18, 2025Updated 10 months ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆328Jan 31, 2023Updated 3 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 7 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆23Mar 17, 2023Updated 3 years ago