This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.
☆73Sep 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…☆29May 2, 2022Updated 4 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
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆132Apr 5, 2018Updated 8 years ago
- Datasets for Predictive Maintenance☆168Jul 30, 2026Updated last month
- time-series prediction for predictive maintenance☆56Feb 19, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Papers and datasets for Vibration Analysis☆229Feb 2, 2025Updated last year
- Exploratory Data Analysis of the popular dataset N-CMAPSS (source: https://data.nasa.gov/Aerospace/CMAPSS-Jet-Engine-Simulated-Data/ff5v-…☆18Nov 21, 2023Updated 2 years ago
- Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To pr…☆60Mar 30, 2026Updated 5 months 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…☆161Aug 3, 2022Updated 4 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
- 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
- ☆156Jul 6, 2023Updated 3 years ago
- AI-driven predictive maintenance for vehicles using GBM models on real-time sensor data. Proactive fleet management, cost reduction, and …☆42May 23, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Predictive Maintenance System for Digital Factory Automation☆46Jun 5, 2019Updated 7 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 6 years ago
- ☆14May 25, 2022Updated 4 years ago
- Process Control Laboratory☆14Dec 7, 2020Updated 5 years ago
- Project examines factors affecting the change in car sales between 2019 and 2020 utilizing real world data, python, pandas, matplotlib an…☆14Feb 10, 2021Updated 5 years ago
- Application of machine/deep learning models & algorithms in the energy sector☆18Feb 18, 2024Updated 2 years ago
- ☆10Jun 4, 2024Updated 2 years ago
- Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings…☆101May 16, 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
- 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.
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆151Jan 24, 2021Updated 5 years ago
- This model comprises of Manufacturing units dataset , sources are telemetry , machine failure , error logs , maintenance and machines con…☆34Apr 5, 2024Updated 2 years ago
- Source Code for 'Spring Cloud Data Flow' by Felipe Gutierrez☆13Jan 7, 2021Updated 5 years ago
- Repository linked to "Anomaly detection in Smart-manufacturing era: A review"☆21Aug 20, 2023Updated 3 years ago
- This repository contains the final projects for courses in the IBM Data Science Professional Certificate on Coursera.☆30Aug 28, 2020Updated 6 years ago
- Visual Inspection AI Edge solution infrastructure provisioning scripts☆17Nov 12, 2024Updated last year
- Machine learning-based vibration analysis system for early fault detection in industrial bearings using NASA's bearing dataset.☆16Feb 15, 2025Updated last year
- 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
- 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.
- Learn how to build an anomaly detection model and deploy it for real-time monitoring of malfunctioning Air Handling Units (AHUs)☆21Nov 9, 2020Updated 5 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
- Predictive Maintenance for Vehicle Fleets☆74Dec 22, 2022Updated 3 years ago
- Forecasting future sales of a product offers many advantages. Predicting future sales of a product helps a company manage the cost of man…☆16Sep 28, 2022Updated 3 years ago
- Creating a hybrid recommender system using LightFM. Learn how to tackle the cold start problem.☆13Feb 14, 2022Updated 4 years ago
- Introduction to Reinforcement Learning: A Short Course☆19Jul 17, 2020Updated 6 years ago
- Deploying Models to Production with Mlflow and AWS Sagemaker☆24Sep 15, 2021Updated 4 years ago