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…
☆28May 2, 2022Updated 3 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
Sorting:
- 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
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆32May 23, 2024Updated last year
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆71Sep 29, 2022Updated 3 years ago
- Baseline study on the development of predictive maintenance techniques using open data. Two problems are discussed: classifying a vibrati…☆21Jun 10, 2021Updated 4 years ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆25Apr 25, 2024Updated last year
- Prediction of Remaining Useful Life (RUL) of NASA Turbofan Jet Engine using libraries such as Numpy, Matplotlib and Pandas. Prediction is…☆10Apr 18, 2021Updated 4 years ago
- ☆10Jun 4, 2024Updated last year
- This is a sample code repository of the power transformer's health state (index) analysis or prediction by the regression model for exper…☆25Mar 2, 2022Updated 4 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
- Predicting maintenance using IOT and ANN by sending data via Bluetooth 🕒☆14May 5, 2020Updated 5 years ago
- Application of machine/deep learning models & algorithms in the energy sector☆16Feb 18, 2024Updated 2 years ago
- time-series prediction for predictive maintenance☆56Feb 19, 2019Updated 7 years ago
- ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification☆29Dec 5, 2023Updated 2 years ago
- Digital twin for reliability and predictive maintenance☆23Apr 21, 2025Updated 10 months ago
- A neural network approach for predicting imminent failures in a smart power grid☆16Apr 4, 2022Updated 3 years ago
- Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the re…☆91Jan 20, 2025Updated last year
- 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
- A framework to implement Machine Learning methods for time series data.☆18Mar 24, 2023Updated 2 years ago
- remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…☆26Apr 6, 2021Updated 4 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆28Jun 6, 2019Updated 6 years ago
- Remaining Useful Life (RUL) prediction for Turbofan Engines☆27Nov 16, 2021Updated 4 years ago
- In this work, we compared the predictive capabilities of six different machine learning algorithms - linear regression, random forest, ex…☆15Sep 21, 2020Updated 5 years ago
- initial☆10Dec 10, 2024Updated last year
- Turtle projects☆27Jul 25, 2022Updated 3 years ago
- FiscalSim US is a microsimulation model of the US federal and state tax and benefit system relating to households and individuals.☆11Dec 20, 2024Updated last year
- Estimate the frequency and severity of claims to compute prior and posterior premiums. The GLM method is used with Poisson, Negative Bin…☆10Apr 26, 2018Updated 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 9 months ago
- A starter template for doing custom development on BuddyBoss App.☆12Aug 5, 2025Updated 7 months ago
- Collection of my personal notes.☆9Updated this week
- 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 I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆156Aug 3, 2022Updated 3 years ago
- Deep Learning applied to predictive maintenance use cases☆40Apr 19, 2020Updated 5 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆158Jun 23, 2020Updated 5 years ago
- Stickers just for fun☆12Dec 17, 2022Updated 3 years ago
- Weekly exercises of the course of Stochastic Methods for Finance.☆11Apr 22, 2025Updated 10 months ago
- Wind Power Prediction with ECMWF Data as Input using Statistical Learning☆10Apr 7, 2020Updated 5 years ago
- Big Data Inventory Management on AWS (Demand Forecasting, Machine Learning, Dashboarding) : Presented at Carlson School of Management dur…☆11Apr 15, 2020Updated 5 years ago
- ☆11Oct 11, 2020Updated 5 years ago
- A tool to create virtual environments for QGIS plugin development☆14Oct 27, 2025Updated 4 months ago