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
Alternatives and similar repositories for Predictive-maintenance-with-machine-learning
Users that are interested in Predictive-maintenance-with-machine-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆28May 2, 2022Updated 3 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆143Jul 11, 2021Updated 4 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
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆132Apr 5, 2018Updated 7 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- The project is a machine predictive maintenance application that uses machine learning (Random Forest) to classify whether a machine wil…☆24Aug 5, 2023Updated 2 years ago
- An end-to-end predictive maintenance application using machine learning to enhance industrial efficiency. This project employs robust mod…☆35Apr 18, 2024Updated last year
- time-series prediction for predictive maintenance☆56Feb 19, 2019Updated 7 years ago
- Set up end-to-end demo architecture for predictive maintenance issues with Machine Learning using Amazon SageMaker☆107May 3, 2024Updated last year
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆25Apr 25, 2024Updated last year
- Exploratory Data Analysis of the popular dataset N-CMAPSS (source: https://data.nasa.gov/Aerospace/CMAPSS-Jet-Engine-Simulated-Data/ff5v-…☆14Nov 21, 2023Updated 2 years ago
- Building a machine learning model to classify failures☆13Mar 20, 2024Updated 2 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆157Aug 3, 2022Updated 3 years ago
- Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To pr…☆56Aug 6, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Developed at the IEEE CS SPIT Aeravat 1.0 AI Hackathon☆16Mar 24, 2024Updated 2 years ago
- Predicting the Remaining Useful Life (RUL) of simulated Turbofan Engines using Spark ML, Spark Structured Streaming, and Kafka.☆26Oct 15, 2024Updated last year
- ☆157Jul 6, 2023Updated 2 years ago
- AI-driven predictive maintenance for vehicles using GBM models on real-time sensor data. Proactive fleet management, cost reduction, and …☆39May 23, 2024Updated last year
- Predictive Maintenance System for Digital Factory Automation☆44Jun 5, 2019Updated 6 years ago
- Process Control Laboratory☆14Dec 7, 2020Updated 5 years ago
- ☆14May 25, 2022Updated 3 years ago
- Application of machine/deep learning models & algorithms in the energy sector☆16Feb 18, 2024Updated 2 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 5 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- A framework to implement Machine Learning methods for time series data.☆18Mar 24, 2023Updated 3 years ago
- ☆10Jun 4, 2024Updated last year
- Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings…☆96May 16, 2024Updated last year
- This model comprises of Manufacturing units dataset , sources are telemetry , machine failure , error logs , maintenance and machines con…☆35Apr 5, 2024Updated last year
- Digital twin for reliability and predictive maintenance☆24Apr 21, 2025Updated 11 months ago
- Curated list of predictive maintenance research and repositories.☆19Aug 2, 2019Updated 6 years ago
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆143Jan 24, 2021Updated 5 years ago
- Source Code for 'Spring Cloud Data Flow' by Felipe Gutierrez☆12Jan 7, 2021Updated 5 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Predicting Global Supply Chain Outcomes for Essential HIV Medicines using Machine Learning Techniques☆42Dec 13, 2019Updated 6 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆23Mar 17, 2023Updated 3 years ago
- Predictive Maintenance for Vehicle Fleets☆73Dec 22, 2022Updated 3 years ago
- Dash web app showing when an engine is expected to fail powered by vaex and tf/keras.☆18Sep 15, 2021Updated 4 years ago
- Chemical Processes Control☆12Dec 9, 2025Updated 3 months ago
- Tidy multi-material machine tool wear dataset for prognostics and health monitoring.☆19Oct 11, 2023Updated 2 years ago
- ☆20Sep 5, 2019Updated 6 years ago