This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning models.
☆33May 23, 2024Updated 2 years ago
Alternatives and similar repositories for Predictive-Maintenance
Users that are interested in Predictive-Maintenance are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Anomaly detection and failure prognosis applied to industrial machines☆28Jun 6, 2019Updated 7 years ago
- Official implementation of https://arxiv.org/abs/1911.06256. Bayesian and frequentist deep learning models for remaining useful life (RUL…☆21Nov 15, 2019Updated 6 years ago
- 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
- 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
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆132Apr 5, 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.
- Code for thesis "Graph Dynamic Autoencoder for Fault Detection"☆19Jul 5, 2021Updated 4 years ago
- Predictive Maintenance System for Digital Factory Automation☆46Jun 5, 2019Updated 7 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆23Mar 17, 2023Updated 3 years ago
- time-series prediction for predictive maintenance☆56Feb 19, 2019Updated 7 years ago
- This repository holds the results of a project on Remaining Useful Lifetime estimation of a turbofan engine for a course of Delft Univers…☆13Jan 18, 2018Updated 8 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆249Oct 2, 2020Updated 5 years ago
- ☆12Jan 13, 2022Updated 4 years ago
- Exponential Smoothing, SARIMA, Facebook Prophet☆12Jan 3, 2021Updated 5 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆185Jul 5, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆63May 23, 2024Updated 2 years ago
- An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map☆15Dec 30, 2021Updated 4 years ago
- Aspect Based Sentiment Analysis identifies the aspect terms and the sentiment polarity associated with each aspect term in the given revi…☆10Jun 12, 2021Updated 5 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆87Dec 7, 2018Updated 7 years ago
- A project focused on the improvement for remaining useful life estimation.☆21Jul 7, 2017Updated 8 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆14Jan 26, 2022Updated 4 years ago
- Conformal Prediction Intervals for Remaining Useful Lifetime Estimation (IJPHM 2023)☆20Jul 26, 2023Updated 2 years ago
- This is an implementation of “Domain Adaptation for Fault Diagnosis on CWRU Dataset"☆15Oct 15, 2021Updated 4 years ago
- ☆21Jan 5, 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.
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆160Aug 3, 2022Updated 3 years ago
- The second phase of the AR project for predictive maintenance is to combine IoT and AR to get a real-time visualization of the status of …☆19Oct 28, 2021Updated 4 years ago
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆149Jan 24, 2021Updated 5 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆156Jun 23, 2020Updated 6 years ago
- ☆109Jan 26, 2024Updated 2 years ago
- 🖕 Get all "bad words" in a string☆10Apr 20, 2019Updated 7 years ago
- Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection☆18Oct 12, 2020Updated 5 years ago
- Curated list of predictive maintenance research and repositories.☆19Aug 2, 2019Updated 6 years ago
- Online Wake Rapid Dynamic Simulator☆11Apr 3, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Material para el curso ME7260 Aprendizaje Profundo en Diagnóstico y Pronóstico de Fallas☆10Apr 9, 2021Updated 5 years ago
- CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds☆30Jun 19, 2024Updated 2 years ago
- ☆12Mar 19, 2018Updated 8 years ago
- 几种RUL预测模型实验☆13Aug 3, 2020Updated 5 years ago
- ☆15Mar 17, 2020Updated 6 years ago
- Course included such topics, as Data Preprocessing, Exploratory Data Analysis (EDA), Statistical Data Analysis (SDA), Data Collection an…☆12Aug 8, 2022Updated 3 years ago
- 电力数据预测分析☆18Aug 17, 2020Updated 5 years ago