An interactive web application designed for predictive maintenance of industrial machinery. This dashboard allows users to visualize historical sensor data, submit input data for prediction, and view results including remaining useful life (RUL), maintenance status, and anomaly detection.
☆21Jun 4, 2024Updated 2 years ago
Alternatives and similar repositories for Predictive-Maintenance-for-Industrial-Equipment
Users that are interested in Predictive-Maintenance-for-Industrial-Equipment 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'☆28Apr 25, 2024Updated 2 years ago
- Hierarchical Framework for Interpretable Deep Reinforcement Learning Based- Predictive Maintenance (Applied to NASA Turbofan engine datas…☆14Feb 9, 2024Updated 2 years ago
- Performs and visualizes an ABC analysis with automated limit detection.☆10Jun 24, 2024Updated 2 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
- The official implementation for the paper R.Castro, S.Moustafa, P.Pilyugina, E.Burnaev "Topologically-based Variational Autoencoder for T…☆19Jun 18, 2020Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Safety Risk Reliability Model Library☆12Jun 18, 2026Updated 2 months 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
- 6 Games with turtle graphics 🐢 Python☆15Feb 6, 2026Updated 6 months ago
- The objective of this project is to showcase how the performance of a multi-sensor system can be improved by reducing uncertainty, improv…☆12Jun 20, 2022Updated 4 years ago
- Bearing Remaining Useful Life (RUL) Estimation☆10Apr 1, 2019Updated 7 years ago
- Remainin useful life prediction using Python.☆11Nov 27, 2019Updated 6 years ago
- Estimation of RUL (Remaining Useful Life) of NASA Turbobfan Engine☆10Nov 28, 2021Updated 4 years ago
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆14May 12, 2023Updated 3 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆14Jan 7, 2023Updated 3 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.
- Anomaly detection and failure prognosis applied to industrial machines☆29Jun 6, 2019Updated 7 years ago
- IoT based Tool Wear Prediction, a project to collect and analyze vibration data in MATLAB and use the data to predict for tool wear.☆12Jun 21, 2020Updated 6 years ago
- Prediction of Remaining Useful Life(RUL) for Aircraft Engine Using Neural Network Models☆13Dec 7, 2018Updated 7 years ago
- Image pre-processing and OCR techniques with OpenCV and PyTesseract☆31Feb 24, 2022Updated 4 years ago
- This code is for paper "KDnet-RUL: A knowledge distillation framework to compress deep neural networks for machine remaining learning use…☆18Mar 24, 2023Updated 3 years ago
- This project uses Transformer-based RNN model to predict the remaining useful life (RUL) of turbo fan jet engines using NASA's C-MAPSS si…☆14Nov 17, 2023Updated 2 years ago
- Datasets for Predictive Maintenance☆168Jul 30, 2026Updated 2 weeks ago
- An awesome list of papers on remaining useful life (RUL) prediction from arXiv☆26May 19, 2026Updated 3 months ago
- This is an official code of "Bi-LSTM based Two-Stream Network for Machine Remaining Useful Life Prediction"☆15Dec 19, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆12Aug 17, 2020Updated 6 years ago
- ☆13Jan 24, 2024Updated 2 years ago
- Project based on business intelligence and visualisation for supply chain domain using Power BI and supply chain KPIs☆26Nov 4, 2022Updated 3 years ago
- Real time tool wear monitoring method based on a TCN model for PHM-2010 Dataset.☆12Aug 20, 2022Updated 3 years ago
- Turtle projects☆27Jul 25, 2022Updated 4 years ago
- saniHUB RedBasica is an open-source QGIS plugin designed to assist in the layout and sizing of sewer collector networks, with tools for d…☆12May 7, 2026Updated 3 months ago
- Battery Remaining Useful Life (RUL) Prediction based on dataset https://www.kaggle.com/datasets/ignaciovinuales/battery-remaining-useful-…☆13Jul 20, 2023Updated 3 years ago
- Produce an example using LSTM to predict remaining useful life of machinery☆16Dec 28, 2023Updated 2 years ago
- Condition Monitoring of Heat Exchangers using Machine Learning☆19Nov 12, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆16Aug 11, 2022Updated 4 years ago
- A sample project for super fast real time object detection and counting using CHOOCH AI API and OpenCV.☆10Jan 29, 2021Updated 5 years ago
- The objective of the project is to classify steel plates fault into 7 different types. The end goal is to train several machine Learning …☆17Mar 4, 2019Updated 7 years ago
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆14Jan 17, 2024Updated 2 years ago
- SCG dataset from "Graph Neural Networks in Supply Chain Optimization: Concepts, Perspectives, Dataset and Benchmarks"☆24Nov 19, 2024Updated last year
- initial☆10Dec 10, 2024Updated last year
- 基于LabVIEW，可由故障齿轮箱振动信号生成时域图、频谱图、倒频谱图和包络谱图☆16Jun 25, 2020Updated 6 years ago