this code implements the Bayesian-MCMC based prognostics model. PHM2010 data challenge data are used to verifty the model.
☆20Jan 13, 2021Updated 5 years ago
Alternatives and similar repositories for Bayesian-MCMC-Prognostics
Users that are interested in Bayesian-MCMC-Prognostics are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆17Nov 5, 2020Updated 5 years ago
- An ensemble bagged trees classification approach for monitoring of the engine conditions and fault diagnosis using Visual Dot Patterns of…☆18Jul 7, 2022Updated 3 years ago
- Training multi resolution GAN using MsCeleb datasets.☆12May 2, 2018Updated 7 years ago
- The Code of Time series prediction using sparse autoencoder and high-order fuzzy cognitive maps☆21Jun 8, 2021Updated 4 years ago
- ☆19Jan 1, 2020Updated 6 years ago
- Few-shot Classification with LS-SVM Base Learner and Transductive Modules☆11Jan 22, 2021Updated 5 years ago
- Custom Keras Callbacks for Feature Visualization, Class Activation Map, Grad-CAM☆16Apr 28, 2021Updated 4 years ago
- 此存储库中存放的是PHM2010铣刀磨损数据相关算法☆30Nov 30, 2024Updated last year
- [RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions☆19Nov 14, 2024Updated last year
- Tidy multi-material machine tool wear dataset for prognostics and health monitoring.☆19Oct 11, 2023Updated 2 years ago
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Dec 8, 2022Updated 3 years ago
- Implementation of Pontryagin's Minimum Principle for microgrid energy storage control☆10Nov 27, 2024Updated last year
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆16Apr 3, 2024Updated last year
- ☆11Oct 6, 2020Updated 5 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
- ☆12Nov 14, 2024Updated last year
- ☆14Oct 3, 2021Updated 4 years ago
- This repository contains Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book.☆13Jan 22, 2022Updated 4 years ago
- A PyTorch implimentation of a conditional Dynamical Variational Autoencoder for remaining useful life estimation☆11Sep 20, 2023Updated 2 years ago
- ☆19Nov 14, 2024Updated last year
- This is a project to forecast Fuel Cell Performance☆15Mar 21, 2022Updated 4 years ago
- Deep reinforcement learning for autonomous energy management☆16Feb 28, 2019Updated 7 years ago
- Driving cycles and power system data for eco-driving and energy management of hybrid electric vehicles.☆17Sep 25, 2024Updated last year
- ☆14Jul 19, 2020Updated 5 years ago
- Open code of my published paper: Integrated velocity optimization and energy management for FCHEV: an eco-driving approach based on deep …☆14Oct 12, 2024Updated last year
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆34Nov 1, 2025Updated 4 months ago
- Feature and class visualization with deep neural networks in tensorflow. Contains deepdream, style transfer, receptive field visualizatio…☆29May 20, 2020Updated 5 years ago
- Codes used for the paper "Accurate long-term prognostics of proton exchange membrane fuel cells using recurrent and convolutional neural …☆24Jul 7, 2023Updated 2 years ago
- ☆33Feb 2, 2022Updated 4 years ago
- Home energy multi-agent recommender framework with demand response and power limit consideration.☆20Nov 18, 2022Updated 3 years ago
- ☆20May 7, 2021Updated 4 years ago
- ☆19Nov 19, 2018Updated 7 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆22Sep 26, 2022Updated 3 years ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆25Apr 25, 2024Updated last year
- Code implementations of TimeAutoDiff☆27Jan 7, 2026Updated 2 months ago
- This repository contains the source code utilised for the paper: "Assessing the performance of deep learning models for multivariate pro…☆24May 19, 2021Updated 4 years ago
- Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆75Jun 1, 2021Updated 4 years ago
- OpenDrive Road ROS Publisher☆27Feb 18, 2021Updated 5 years ago
- Data set for Wind Turbine High-Speed Bearing Prognosis example in Predictive Maintenance Toolbox☆58Dec 1, 2021Updated 4 years ago