LSTMS for Predictive Maintenance
☆342Jul 31, 2017Updated 8 years ago
Alternatives and similar repositories for lstms_for_predictive_maintenance
Users that are interested in lstms_for_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:
- Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.☆730Feb 12, 2024Updated 2 years ago
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆290May 25, 2024Updated 2 years ago
- Predictive Maintenance using Pyspark☆131Apr 26, 2019Updated 7 years ago
- ☆156Jul 6, 2023Updated 2 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆156Jun 23, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Predict the remaining useful life of aircraft components in order to reduce component repair costs, improve component stock availability,…☆27Oct 1, 2018Updated 7 years ago
- Demonstration of MapR for Industrial IoT☆119Oct 18, 2022Updated 3 years ago
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆30Nov 21, 2017Updated 8 years ago
- A project focused on the improvement for remaining useful life estimation.☆21Jul 7, 2017Updated 8 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆249Oct 2, 2020Updated 5 years ago
- A regression based approach to estimate the Remaining Useful Life (RUL) of a paper mill for a web break prediction problem.☆13May 5, 2022Updated 4 years ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆234Jul 28, 2023Updated 2 years ago
- Hands-On Artificial Intelligence for IoT, published by Packt☆150Jan 30, 2023Updated 3 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆132Apr 5, 2018Updated 8 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.
- Dash web app showing when an engine is expected to fail powered by vaex and tf/keras.☆18Sep 15, 2021Updated 4 years ago
- ☆24May 24, 2018Updated 8 years ago
- ☆30Apr 26, 2018Updated 8 years ago
- Repository used to store some tools used for Turbofan Engine Degradation Simulation Data Set/ PHM08 dataset☆12Mar 6, 2017Updated 9 years ago
- Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras☆250Sep 9, 2018Updated 7 years ago
- Student Materials for MTC Azure ML Workshop☆32Apr 17, 2017Updated 9 years ago
- Predictive Maintenance System for Digital Factory Automation☆46Jun 5, 2019Updated 7 years ago
- 刀具剩余寿命预测☆73Apr 17, 2020Updated 6 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆160Aug 3, 2022Updated 3 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.
- 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
- Aircraft engine failure prediction model☆28Mar 25, 2023Updated 3 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆145Jul 11, 2021Updated 4 years ago
- This is the repository for the ManufacturingNet project.☆12May 30, 2024Updated 2 years ago
- Baseline study on the development of predictive maintenance techniques using open data. Two problems are discussed: classifying a vibrati…☆22Jun 10, 2021Updated 5 years ago
- This code demonstrates a multi-branch deep neural network approach to tackling the problem of multivariate temporal sequence prediction b…☆14Sep 28, 2020Updated 5 years ago
- Datasets for Predictive Maintenance☆162May 8, 2025Updated last year
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 7 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆103Aug 13, 2019Updated 6 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.
- Deep learning in PHM,Deep learning in fault diagnosis,Deep learning in remaining useful life prediction☆488Mar 24, 2021Updated 5 years ago
- Deep Learning applied to predictive maintenance use cases☆43Apr 19, 2020Updated 6 years ago
- Nasa Engine Data for prognostics challenge competition at the International Conference on Prognostics and Health Management (PHM08)☆13Mar 19, 2019Updated 7 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆23Mar 17, 2023Updated 3 years ago
- ☆24Jan 15, 2016Updated 10 years ago
- ☆64Jan 18, 2026Updated 5 months ago
- Set up end-to-end demo architecture for predictive maintenance issues with Machine Learning using Amazon SageMaker☆110May 3, 2024Updated 2 years ago