Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks
☆124Jul 20, 2022Updated 4 years ago
Alternatives and similar repositories for pinn_wind_bearing
Users that are interested in pinn_wind_bearing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python scripts for physics-informed neural networks for corrosion-fatigue prognosis☆41Jul 20, 2022Updated 4 years ago
- Physics-informed neural networks package☆348Jul 20, 2022Updated 4 years ago
- Estimates fatigue loads in wind turbines from SCADA data based on supervised learning.☆10Sep 11, 2018Updated 8 years ago
- ☆22Jul 1, 2019Updated 7 years ago
- Wind Turbine Surface Damage Detection using Deep Learning Algorithm☆13Aug 2, 2024Updated 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.
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆16Feb 9, 2025Updated last year
- SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.co…☆88Jan 7, 2021Updated 5 years ago
- ☆129Jul 20, 2022Updated 4 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆24Sep 26, 2022Updated 4 years ago
- This repository contains parts of code for the publication "Ensembles of Probabilistic LSTM Predictors and Correctors for Bearing Prognos…☆13Jul 19, 2022Updated 4 years ago
- Masters Thesis: Hybrid Approach to planetary gearbox prognostics (University of Pretoria, South-Africa, CAIM)☆11Dec 11, 2020Updated 5 years ago
- ☆64Jan 18, 2026Updated 8 months ago
- Wind turbine fault prediction using machine learning☆69May 1, 2026Updated 4 months ago
- 论文《基于机理模型的旋转机械领域自适应故障诊断》验证案例的代码和数据☆10Jan 5, 2021Updated 5 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.
- Code for paper "Anomaly Detection of Wind Turbine Time Series using Variational Recurrent Autoencoders."☆18Dec 23, 2021Updated 4 years ago
- ☆41May 13, 2022Updated 4 years 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
- ☆56Jun 3, 2023Updated 3 years ago
- : Faulty and healthy gear box Data sets need to be analyzed in detail. Here, we created this dataset for those who do research in wind tu…☆67Mar 18, 2018Updated 8 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆326Jan 17, 2021Updated 5 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
- fault detection in wind turbines☆17Sep 16, 2020Updated 6 years ago
- ☆34Aug 24, 2023Updated 3 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.
- Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.☆32Aug 26, 2019Updated 7 years ago
- Elastohydrodynamic Lubrication Point Contact Solver for MATLAB☆31Apr 26, 2024Updated 2 years ago
- Rul prediction of lithium-ion batteries based on MMMe model，Details can be found in the paper “A MLP-Mixer and Mixture of Expert Model fo…☆28May 29, 2023Updated 3 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆14Jan 26, 2022Updated 4 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆31Sep 13, 2022Updated 4 years ago
- MATLAB solver for the deformation of an elastic half-space based on the Boundary Element Method (BEM)☆15Nov 21, 2023Updated 2 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆60Apr 14, 2022Updated 4 years ago
- This is the Matlab code of the blind deconvolution based on the ratio of cyclic content (BD-RCC). BD-RCC can be used to recover repetitiv…☆24Jun 17, 2021Updated 5 years ago
- Wind turbine fault detection using one class SVM☆16Feb 17, 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.
- Sources codes of the paper titled "Robust Enhanced Trend Filtering with Unknown Noise".☆18Nov 10, 2020Updated 5 years ago
- ☆12Oct 15, 2020Updated 5 years ago
- Gear geometry and FEM mesh, forces, contact stresses, film thickness and power loss. Load carrying capacity based on DIN 3990 or VDI 2736…☆21Jan 10, 2025Updated last year
- Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"☆45Feb 27, 2020Updated 6 years ago
- MATLAB solver for Elastohydrodynamic Lubrication (EHL) problems. The solver is based on a Finite Volume (FV) discretization of the Reynol…☆58Nov 30, 2023Updated 2 years ago
- ☆109Sep 12, 2026Updated 2 weeks ago
- 项目简介：本项目基于GPT完成数据标注、分类、润色等工作，原理是多线程批量处理input的数据，经过GPT处理后输出output数据。☆14Aug 9, 2023Updated 3 years ago