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
- 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.☆736Feb 12, 2024Updated 2 years ago
- Building a Hybrid Recommendation Engine: Content-based Filtering + Collaborative Filtering (Spark, PySpark, Apache Drill)☆27Oct 9, 2017Updated 8 years ago
- ☆75Dec 12, 2019Updated 6 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.
- Student Materials for MTC Azure ML Workshop☆32Apr 17, 2017Updated 9 years ago
- Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)☆17Jul 3, 2018Updated 8 years ago
- ☆18Apr 3, 2019Updated 7 years ago
- Curated list of predictive maintenance research and repositories.☆19Aug 2, 2019Updated 7 years ago
- A simple Flask application to share files☆14May 2, 2023Updated 3 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
- Eye Disease Classification using google images data☆14Mar 8, 2022Updated 4 years ago
- Predictive Maintenance System for Digital Factory Automation☆46Jun 5, 2019Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆14Oct 30, 2019Updated 6 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
- Implementation of bagging-based ensemble for solar irradiance prediction. Base learners used in ensemble learning is stacked-LSTM☆14Aug 28, 2020Updated 5 years ago
- 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 2 years ago
- State of Charge estimation for lithium-ion batteries using deep learning approach☆10May 12, 2024Updated 2 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆157Jan 6, 2022Updated 4 years ago
- This project is for paper " PFFN: A Parallel Feature Fusion Network for Remaining Useful Life Early Prediction of Lithium-ion Battery …☆10Apr 17, 2024Updated 2 years ago
- Improved Training of Wasserstein GANs for Neural Machine Translation☆11Dec 11, 2017Updated 8 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆23Mar 17, 2023Updated 3 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.
- A new probabilistic wind speed prediction method, called Shared Weight Long Short-Term Memory Network combined with Gaussian Process Regr…☆13Nov 17, 2019Updated 6 years ago
- ☆12Jun 12, 2025Updated last year
- ☆11Mar 10, 2019Updated 7 years ago
- A transfer learning model CoDats applied to fault diagnosis problem☆15May 9, 2021Updated 5 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
- Machine learning based Lithium-Ion battery capacity estimation using multi-Channel charging Profiles☆80Dec 17, 2019Updated 6 years ago
- Deep learning for time-series data☆50Jan 3, 2023Updated 3 years ago
- Public (anonymized) predictive maintenance datasets from Huawei German Research Center.☆13Feb 7, 2020Updated 6 years ago
- Gradient Boosting Models on Real-Time Sensor Data for AI-Enhanced Vehicle Predictive Maintenance. By using a web-based interface to forec…☆19Nov 17, 2024Updated last year
- 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.
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆236Jul 28, 2023Updated 3 years ago
- ☆14Mar 15, 2019Updated 7 years ago
- ☆11Oct 3, 2021Updated 4 years ago
- Master Thesis for the MSc Sustainable Energy Futures, Imperial College London☆16Aug 23, 2017Updated 8 years ago
- This is an implementation of “Domain Adaptation for Fault Diagnosis on CWRU Dataset"☆15Oct 15, 2021Updated 4 years ago
- Galvanize DSI Capstone: Subreddit Recommender☆15Jan 15, 2019Updated 7 years ago
- A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆14Mar 9, 2020Updated 6 years ago