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…
☆30May 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:
- 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
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆29Apr 25, 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
- 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
- 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A neural network approach for predicting imminent failures in a smart power grid☆16Apr 4, 2022Updated 4 years ago
- ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification☆32Dec 5, 2023Updated 2 years ago
- Curated list of predictive maintenance research and repositories.☆19Aug 2, 2019Updated 7 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
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆23Mar 17, 2023Updated 3 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆29Jun 6, 2019Updated 7 years ago
- 🖕 Get all "bad words" in a string☆10Updated this week
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆30Feb 5, 2024Updated 2 years ago
- A generator for synthetic container flows at maritime container terminals with a focus on yard operations☆17Mar 30, 2026Updated 5 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Python package for calculation mahalanobis distances from NumPy arrays☆14Jun 22, 2022Updated 4 years ago
- Datasets for Predictive Maintenance☆169Sep 6, 2026Updated 3 weeks ago
- ☆15Mar 17, 2020Updated 6 years ago
- R Ultimate 2023 - R for Data Science and Machine Learning, by Packt Publishing☆17Dec 15, 2025Updated 9 months ago
- Simulation of utility tokens for trading renewable energy in urban slum communities. Agent-based model (ABM)☆12Sep 22, 2018Updated 8 years ago
- LSTM Neural Network to predict NASA's engines failure based on know failures and parameters.☆24Mar 4, 2018Updated 8 years ago
- Deep Learning for Epidemiological Predictions☆14Jun 16, 2020Updated 6 years ago
- Nautical Object Detection using Detectron2 for Instance Segmentation Trained on Nautical Objects (buoys, ships and land).☆24Apr 5, 2022Updated 4 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆160Aug 3, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Deep Learning applied to predictive maintenance use cases☆43Apr 19, 2020Updated 6 years ago
- ☆11Jan 4, 2023Updated 3 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
- Bachelor Thesis: P2P energy trading in a live market environment with EVs using Deep Reinforcement Learning☆10Aug 8, 2022Updated 4 years ago
- Python/MATLAB/C++ codes for cubic equation of state.☆15Nov 28, 2022Updated 3 years ago
- Python and AFSDK project☆15May 11, 2017Updated 9 years ago
- Simple CMS based on AngularJS frontend framework. On-line: http://angular-cms.pl☆15Aug 9, 2021Updated 5 years ago
- LoRA fine-tuned Stable Diffusion Deployment☆31Feb 15, 2023Updated 3 years ago
- The GitHub repository accompanying the MSc Thesis at Esade written by Oliver Caspers regarding the topic “Predictive Maintenance for Lith…☆14Oct 1, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆12Oct 15, 2020Updated 5 years ago
- ☆17Jan 6, 2022Updated 4 years ago
- Dynamic Matrix Control from scratch in Python☆16Jun 16, 2022Updated 4 years ago
- The project is a machine predictive maintenance application that uses machine learning (Random Forest) to classify whether a machine wil…☆26Aug 5, 2023Updated 3 years ago
- DeepSeek Operator - OpenAI Operator Alternative (Run Locally for FREE)☆15Feb 12, 2025Updated last year
- Hello Dart is a visual and playful introduction to programming with Dart☆11May 12, 2020Updated 6 years ago
- Scripts and datasets for the paper [N. Andrianov, A Machine Learning Approach for Virtual Flow Metering and Forecasting]☆20Feb 16, 2018Updated 8 years ago