Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets
☆30Nov 21, 2017Updated 8 years ago
Alternatives and similar repositories for Predictive-Maintenance
Users that are interested in Predictive-Maintenance are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A project focused on the improvement for remaining useful life estimation.☆21Jul 7, 2017Updated 9 years ago
- Apache Spark - Turbofan Engine Degradation Simulation Data Set example in Apache Spark☆16May 9, 2026Updated 3 months ago
- An neural network based algorithm to predict the remaining useful life of batteries.☆42Jun 8, 2020Updated 6 years ago
- Battery data processing.☆29Mar 24, 2023Updated 3 years ago
- Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.☆734Feb 12, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The objective of the project is to classify steel plates fault into 7 different types. The end goal is to train several machine Learning …☆17Mar 4, 2019Updated 7 years ago
- Building a Hybrid Recommendation Engine: Content-based Filtering + Collaborative Filtering (Spark, PySpark, Apache Drill)☆27Oct 9, 2017Updated 8 years ago
- Student Materials for MTC Azure ML Workshop☆33Apr 17, 2017Updated 9 years ago
- Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)☆17Jul 3, 2018Updated 8 years ago
- Curated list of predictive maintenance research and repositories.☆19Aug 2, 2019Updated 7 years ago
- This workshop will familiarize you with some of the key steps towards building an end-to-end predictive maintenance system leveraging Ama…☆27Jun 4, 2020Updated 6 years ago
- Battery state of charge prediction based on machine learning algorithm for competition☆28Nov 4, 2022Updated 3 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆156Jun 23, 2020Updated 6 years ago
- Test different ways of transforming arrays in JavaScript☆17Dec 8, 2018Updated 7 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.
- Graduated Nonconvexity and Adaptive Robust loss algorithm☆14Mar 14, 2024Updated 2 years ago
- Predictive Maintenance System for Digital Factory Automation☆46Jun 5, 2019Updated 7 years ago
- Unofficial Reproduction: Capacity estimation of lithium-ion batteries based on adaptive empirical wavelet transform and long short-term m…☆12Oct 28, 2024Updated last year
- Code used to generate the results of the paper: Nascimento et al. A framework for Li-ion battery prognosis based on hybrid Bayesian physi…☆69Aug 29, 2023Updated 3 years ago
- Implementation of a regression capsule network for use in li-ion battery RUL☆10Nov 17, 2022Updated 3 years ago
- The objective of this project is to showcase how the performance of a multi-sensor system can be improved by reducing uncertainty, improv…☆12Jun 20, 2022Updated 4 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆158Jan 6, 2022Updated 4 years ago
- 🧬 Non-linear feature reduction using Deep Autoencoders and Breast Cancer classification.☆11Mar 7, 2022Updated 4 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆23Mar 17, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- DNN-DTIs: improved drug-target interactions prediction using XGBoost feature selection and deep neural network☆12Mar 5, 2021Updated 5 years ago
- A transfer learning model CoDats applied to fault diagnosis problem☆15May 9, 2021Updated 5 years ago
- This repository contains parts of code for the publication "Ensembles of Probabilistic LSTM Predictors and Correctors for Bearing Prognos…☆13Jul 19, 2022Updated 4 years ago
- Implement model predictive control on a physics-based battery model for minimizing charging time while maximizing lifetime.☆11Apr 4, 2023Updated 3 years ago
- Public (anonymized) predictive maintenance datasets from Huawei German Research Center.☆13Feb 7, 2020Updated 6 years ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆236Jul 28, 2023Updated 3 years ago
- Battery temperature prediction☆14Mar 14, 2024Updated 2 years ago
- Repo for using an LSTM and other algorithms on time series data for anomaly detection☆16Mar 25, 2023Updated 3 years ago
- ☆11Oct 3, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Master Thesis for the MSc Sustainable Energy Futures, Imperial College London☆16Aug 23, 2017Updated 9 years ago
- A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆14Mar 9, 2020Updated 6 years ago
- "Lithium-Ion Battery Life Prediction Based on Initial Stage-Cycles Using Machine Learning"--PCA Model☆11Jan 19, 2020Updated 6 years ago
- Comparing a transormer GAN and a LSTM GAN for augmenting timeseries datasets☆14Nov 7, 2023Updated 2 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 7 years ago
- 王一刚老师的课程目录☆23Oct 19, 2022Updated 3 years ago
- using monte carlo dropout to have uncertainty estimation of predictions☆16Nov 12, 2019Updated 6 years ago