Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualization we attempt to performance Failure Analysis and Prediction of crucial industrial equipments like Boilers, Pumps, Motors etc. so that necessary actions can be taken by the management for their repair, servicin…
☆31May 2, 2022Updated 4 years ago
Alternatives and similar repositories for Predictive-Maintenance-Industrial-IOT
Users that are interested in Predictive-Maintenance-Industrial-IOT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆30Apr 25, 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 is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆33May 23, 2024Updated 2 years ago
- This is a sample code repository of the power transformer's health state (index) analysis or prediction by the regression model for exper…☆26Mar 2, 2022Updated 4 years ago
- Code repository for the book 'Machine Learning in Python for Dynamic Process Systems'☆17Jan 13, 2024Updated 2 years ago
- 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.
- Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the re…☆98Jan 20, 2025Updated 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 6 years ago
- Showcase how machine learning can help plant operator monitor equipment condition through correctly analyzing measurement data collected …☆10Apr 6, 2021Updated 5 years ago
- A neural network approach for predicting imminent failures in a smart power grid☆16Apr 4, 2022Updated 4 years ago
- A Python package to facilitate building process data science solutions including process modeling, monitoring, fault diagnosis, etc.☆14Mar 26, 2024Updated 2 years ago
- Industrial AI Agents using LLMs☆23May 22, 2025Updated last year
- time-series prediction for predictive maintenance☆56Feb 19, 2019Updated 7 years ago
- This code is used for my college project of Attendance system using Face-Recognition and OpenCV library of Python 3.9.5. The code skeleto…☆12Jun 3, 2025Updated last year
- 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
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Machine Learning Based Unbalance Detection of a Rotating Shaft Using Vibration Data☆44Aug 5, 2022Updated 4 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆156Jun 23, 2020Updated 6 years ago
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆291May 25, 2024Updated 2 years ago
- Predictive Maintenance System for Digital Factory Automation☆46Jun 5, 2019Updated 7 years ago
- Direction Finding in Airborne Electronic Warfare Systems☆13Apr 18, 2022Updated 4 years ago
- Production prediction is one of the core problems in a company. The provided dataset is a set of nearby wells located in the United State…☆13Nov 23, 2022Updated 3 years ago
- Python package for calculation mahalanobis distances from NumPy arrays☆14Jun 22, 2022Updated 4 years ago
- Bachelor Thesis: P2P energy trading in a live market environment with EVs using Deep Reinforcement Learning☆10Aug 8, 2022Updated 4 years ago
- Python Source code and datasets used in my doctoral dissertation - Detection of faults in HVAC systems using tree-based ensemble models a…☆13Oct 6, 2018Updated 8 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 6 Games with turtle graphics 🐢 Python☆15Feb 6, 2026Updated 9 months ago
- Curated list of predictive maintenance research and repositories.☆19Aug 2, 2019Updated 7 years ago
- A collection of outlier detectors and code to generate synthetic test data☆15Jul 20, 2024Updated 2 years ago
- profit maximizer (pmax) implementation in python☆12Jun 26, 2021Updated 5 years ago
- Simple CMS based on AngularJS frontend framework. On-line: http://angular-cms.pl☆14Aug 9, 2021Updated 5 years ago
- Mastering Time Series Analysis and Forecasting with Python, published by Orange, AVA™☆14Mar 26, 2024Updated 2 years ago
- Papers and datasets for Vibration Analysis☆234Feb 2, 2025Updated last year
- ☆12Oct 15, 2020Updated 6 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆148Jul 11, 2021Updated 5 years ago
- 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.
- The Open Flowsheet Modeling Library is a collection of C# libraries that can be used to simulate stationary chemical processes using mass…☆15Jun 23, 2022Updated 4 years ago
- Dynamic Matrix Control from scratch in Python☆16Jun 16, 2022Updated 4 years ago
- Industrial data evaluation engine☆14May 21, 2021Updated 5 years ago
- Python Flask based industrial SCADA application.☆15Mar 2, 2026Updated 8 months ago
- H5P content type that features Augmented Reality (AR). Using a devices camera, find physical markers attached to objects in order to trig…☆16Updated this week
- Starters for Spring Cloud Task Apps☆21Jul 8, 2022Updated 4 years ago
- Repository containing lectures from 2023 Machine Learning course☆12Mar 14, 2023Updated 3 years ago