Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks
☆118Jul 20, 2022Updated 3 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☆40Jul 20, 2022Updated 3 years ago
- Physics-informed neural networks package☆344Jul 20, 2022Updated 3 years ago
- Estimates fatigue loads in wind turbines from SCADA data based on supervised learning.☆10Sep 11, 2018Updated 7 years ago
- ☆21Jul 1, 2019Updated 6 years ago
- Wind Turbine Surface Damage Detection using Deep Learning Algorithm☆13Aug 2, 2024Updated last year
- 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.
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆22Sep 26, 2022Updated 3 years ago
- SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.co…☆84Jan 7, 2021Updated 5 years ago
- ☆130Jul 20, 2022Updated 3 years ago
- This repository contains parts of code for the publication "Ensembles of Probabilistic LSTM Predictors and Correctors for Bearing Prognos…☆12Jul 19, 2022Updated 3 years ago
- Masters Thesis: Hybrid Approach to planetary gearbox prognostics (University of Pretoria, South-Africa, CAIM)☆10Dec 11, 2020Updated 5 years ago
- ☆60Jan 18, 2026Updated 2 months ago
- Wind turbine fault prediction using machine learning☆66Dec 5, 2025Updated 3 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
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆13Feb 9, 2025Updated last year
- 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.
- Code for paper "Anomaly Detection of Wind Turbine Time Series using Variational Recurrent Autoencoders."☆19Dec 23, 2021Updated 4 years ago
- ☆42May 13, 2022Updated 3 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 3 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆316Jan 17, 2021Updated 5 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…☆64Mar 18, 2018Updated 8 years ago
- ☆52Jun 3, 2023Updated 2 years ago
- Elastohydrodynamic Lubrication Point Contact Solver for MATLAB☆28Apr 26, 2024Updated last year
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆13May 12, 2023Updated 2 years ago
- fault detection in wind turbines☆17Sep 16, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆34Aug 24, 2023Updated 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…☆27May 29, 2023Updated 2 years ago
- Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.☆31Aug 26, 2019Updated 6 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆29Sep 13, 2022Updated 3 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆13Jan 26, 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
- Gear geometry and FEM mesh, forces, contact stresses, film thickness and power loss. Load carrying capacity based on DIN 3990 or VDI 2736…☆19Jan 10, 2025Updated last year
- Sources codes of the paper titled "Robust Enhanced Trend Filtering with Unknown Noise".☆18Nov 10, 2020Updated 5 years ago
- PINN program for computational mechanics☆134Apr 1, 2024Updated last year
- 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.
- Wind turbine fault detection using one class SVM☆16Feb 17, 2022Updated 4 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Apr 14, 2022Updated 3 years ago
- AMrotor - A MATLAB Toolbox for the Simulation of Rotating Machinery☆27Nov 21, 2023Updated 2 years ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆38Dec 2, 2025Updated 3 months ago
- ☆12Oct 15, 2020Updated 5 years ago
- MATLAB solver for Elastohydrodynamic Lubrication (EHL) problems. The solver is based on a Finite Volume (FV) discretization of the Reynol…☆52Nov 30, 2023Updated 2 years ago
- ☆74Jan 9, 2024Updated 2 years ago