Deep Learning applied to predictive maintenance use cases
☆43Apr 19, 2020Updated 6 years ago
Alternatives and similar repositories for predictive-maintenance-pytorch
Users that are interested in predictive-maintenance-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Aug 10, 2021Updated 4 years ago
- Unsupervised Anomaly Detection via Deep Metric Learning with End-to-End Optimization☆12Mar 23, 2023Updated 3 years ago
- Exponential Smoothing, SARIMA, Facebook Prophet☆12Jan 3, 2021Updated 5 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆156Jun 23, 2020Updated 5 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
- 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.
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆26Apr 25, 2024Updated 2 years ago
- Reinfocement Learning based Condition-oriented Maintenance Scheduling for Flow Line Systems☆13Sep 30, 2021Updated 4 years ago
- Prediction of Remaining Useful Life (RUL) of NASA Turbofan Jet Engine using libraries such as Numpy, Matplotlib and Pandas. Prediction is…☆10Apr 18, 2021Updated 5 years ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆33May 23, 2024Updated 2 years ago
- Predictive Maintenance System for Digital Factory Automation☆46Jun 5, 2019Updated 7 years ago
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆29May 2, 2022Updated 4 years ago
- ☆25Sep 2, 2021Updated 4 years ago
- Machinery data, made easy. Easily download and prepare common industrial datasets.☆23Feb 13, 2024Updated 2 years ago
- Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components☆16Apr 26, 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.
- time-series prediction for predictive maintenance☆56Feb 19, 2019Updated 7 years ago
- Experiments with Adversarial Autoencoders using Keras☆22Dec 31, 2019Updated 6 years ago
- Feedback controller design of wave energy converters (WECs)☆13Jan 18, 2024Updated 2 years ago
- Primary repository for distributed dispatches software tools☆17Sep 12, 2024Updated last year
- This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.☆219Jan 5, 2025Updated last year
- LSTM_MPC(reactive distillation system)☆11Jul 21, 2020Updated 5 years ago
- Feature Engineering and Predictive Modeling for Financial Time Series Data☆13Aug 4, 2020Updated 5 years ago
- An inventory management system using Django web framework☆12Sep 29, 2020Updated 5 years ago
- Master thesis - Fuel cell parameters identification and model classification☆10Dec 3, 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.
- ☆92Dec 14, 2020Updated 5 years ago
- PCA and DBSCAN based anomaly and outlier detection method for time series data.☆49Sep 26, 2018Updated 7 years ago
- 文本分类,评论分类,朴素贝叶斯多分类,酒店评论分类☆12Sep 17, 2019Updated 6 years ago
- Python library for Bayesian Autoencoders☆13Jun 10, 2022Updated 4 years ago
- A project focused on the improvement for remaining useful life estimation.☆21Jul 7, 2017Updated 8 years ago
- EmbeddedML was created to be an alternative to the limited options available for Artificial Neural Networks in C. It is designed to be ef…☆31May 3, 2021Updated 5 years ago
- Remote sensing of vegetation and crops using hyperspectral imagery and unsupervised learning methods. The project contains different appl…☆14Dec 28, 2021Updated 4 years ago
- This repository contains code for exploratory data analysis and machine learning on different datasets.☆13Nov 6, 2022Updated 3 years ago
- This repository shows an example of the usability of SKORCH to train a PyTorch model making use of different capabilities of the scikit-l…☆11Nov 11, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Dec 8, 2022Updated 3 years ago
- MIDS Capstone Project, Duke University, 2021☆10Apr 28, 2021Updated 5 years ago
- ☆19Feb 2, 2021Updated 5 years ago
- Machine Learning Based Unbalance Detection of a Rotating Shaft Using Vibration Data☆44Aug 5, 2022Updated 3 years ago
- Implementation of Probabilistic Principal Component Analysis☆13Dec 22, 2016Updated 9 years ago
- Examples of different Siamese Neural Networks architectures applied to well-known datasets.☆13Sep 1, 2020Updated 5 years ago
- Code for paper "A method for detecting causal relationships between industrial alarm variables using Transfer entropy and K2-Algorithm"☆17Aug 3, 2022Updated 3 years ago