time-series prediction for predictive maintenance
☆56Feb 19, 2019Updated 7 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:
- Curated list of predictive maintenance research and repositories.☆19Aug 2, 2019Updated 6 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆131Apr 5, 2018Updated 8 years ago
- Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.☆730Feb 12, 2024Updated 2 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆23Mar 17, 2023Updated 3 years ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆32May 23, 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.
- 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
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆72Sep 29, 2022Updated 3 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆157Jun 23, 2020Updated 5 years ago
- demo of a predictive maintenance strategy on mock data for upstream oil & gas☆17Apr 22, 2019Updated 7 years ago
- ☆85Mar 17, 2019Updated 7 years ago
- Demonstration of MapR for Industrial IoT☆119Oct 18, 2022Updated 3 years ago
- ☆30Apr 26, 2018Updated 8 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆158Aug 3, 2022Updated 3 years ago
- In this project, high dimensional noisy data collected from thousands of trucks during the course of 4 years was compressed using Artific…☆16Sep 29, 2020Updated 5 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.
- Predictive Maintenance avoids the drawbacks of Preventive Maintenance (under utilization of a part's life) and Reactive Maintenance (unsc…☆17Apr 25, 2022Updated 4 years ago
- Exponential Smoothing, SARIMA, Facebook Prophet☆12Jan 3, 2021Updated 5 years ago
- Predicting maintenance using IOT and ANN by sending data via Bluetooth 🕒☆14May 5, 2020Updated 6 years ago
- Predicting the Remaining Useful Life (RUL) of simulated turbofan data using Keras and LSTM.☆38Jan 23, 2019Updated 7 years ago
- Collection of my favorite Python packages from 2020☆11Jan 12, 2021Updated 5 years ago
- Anomaly detection in industrial IoT sensors (Collecting data for predictive maintenance)☆11Mar 3, 2020Updated 6 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆144Jul 11, 2021Updated 4 years ago
- Application of machine/deep learning models & algorithms in the energy sector☆17Feb 18, 2024Updated 2 years ago
- ☆10Jun 4, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- 🖥 Approaching predictive maintenance and engine failure detection, based on open datasets.☆10Feb 1, 2018Updated 8 years ago
- Deep Learning applied to predictive maintenance use cases☆42Apr 19, 2020Updated 6 years ago
- Papers and datasets for Vibration Analysis☆220Feb 2, 2025Updated last year
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆148Jan 24, 2021Updated 5 years ago
- Source Code for 'Spring Cloud Data Flow' by Felipe Gutierrez☆13Jan 7, 2021Updated 5 years ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆26Apr 25, 2024Updated 2 years ago
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆289May 25, 2024Updated last year
- 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 5 years ago
- Repo for the paper "Bounding Training Data Reconstruction in Private (Deep) Learning".☆11Jun 16, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Machine Learning Projects on IOT sensor data☆10May 6, 2019Updated 7 years ago
- A repository for Analysis of Toronto Neighbourhoods (An IBM Data Science Capstone Project)☆10Jan 15, 2021Updated 5 years ago
- Predictive Maintenance using Pyspark☆131Apr 26, 2019Updated 7 years ago
- Implementation of an LSTM network in MATLAB that predicts future power consumptions of 3 zones in Tetuan City.☆16Oct 23, 2022Updated 3 years ago
- LSTMS for Predictive Maintenance☆341Jul 31, 2017Updated 8 years ago
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆30Feb 5, 2024Updated 2 years ago
- nlp分析工具是一款基于NLP开源算法和模型库(jieba、spacy、paddlenlp)对文本数据进行向量化,然后通过机器学习算法(聚类、主成分分析、图网络GraphicalLasso)对文本数据词向量之间进行关联性分析的小工具。☆18Nov 20, 2023Updated 2 years ago