soanagno / wakenetLinks
Offshore wind farm wake modelling using deep feed forward neural networks for active yaw control and layout optimisation
☆43Updated 2 years ago
Alternatives and similar repositories for wakenet
Users that are interested in wakenet are comparing it to the libraries listed below
Sorting:
- A curated list of open wind turbine data sets and corresponding code☆191Updated last month
- physics-guided neural networks (phygnn)☆101Updated 4 months ago
- Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling☆113Updated 4 years ago
- Physics informed neural networks for control-oriented building thermal models☆33Updated 3 years ago
- Wind turbine fault prediction using machine learning☆64Updated last month
- a novel framework based on a physics-informed neural network dubbed as PhysCon that combines the interpretable ability of physical laws a…☆15Updated 3 years ago
- GNNs to predict wind farm-wide power, local flow variables and damage-equivalent loads.☆21Updated 6 months ago
- ☆22Updated 9 months ago
- A control-oriented medium-fidelity wind farm model based on the unsteady 2D Navier-Stokes equations☆35Updated 6 years ago
- This repository contains the scripts and preprocessed data to recreate the figures and results presented in the paper: A Comprehensive Re…☆36Updated 3 years ago
- Wind Farm Layout Optimization (WindFLO)☆22Updated last year
- A controls-oriented engineering wake model.☆270Updated this week
- Code and datasets for paper "Assessing Weighted Physics Informed Neural Networks in Ocean Modelling"☆12Updated 3 years ago
- ☆96Updated 6 years ago
- Dynamic implementation of the FLORIS model☆28Updated 5 months ago
- Physics-Informed Neural Network SurrogaTe for Rapidly Identifying Parameters in Energy Systems☆55Updated 3 weeks ago
- Code for "Conditional Variational Autoencoders for Probabilistic Wind Turbine Blade Fatigue Estimation using SCADA data"☆18Updated 4 years ago
- A hydraulic surrogate model and real-time control methods of urban drainage networks.☆32Updated 2 weeks ago
- A pytorch implementation of the paper "Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling"☆15Updated 6 years ago
- Code for Rice et al. 2020 "Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forcea…☆36Updated 3 months ago
- Collections of open source code for wind energy research☆24Updated 3 years ago
- ☆28Updated 4 years ago
- Sensitivity Analysis library for Matlab☆17Updated last year
- Efficiently solve the 2D heat equation using a Physics-Informed Neural Network (PINN). Simulate and predict temperature distributions wit…☆12Updated 2 years ago
- Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"☆20Updated 5 years ago
- A wind turbine digital twin based on YAMS☆29Updated 4 years ago
- Physics-guided data-driven solutions for the wind energy industry☆28Updated last month
- Python tools for wind simulation setup, data processing, and analysis☆43Updated 2 months ago
- Sample codes for training of Voronoi-tessellation-assisted convolutional neural network by Fukami et al. (Nature Machine Intelligence 202…☆58Updated 2 years ago
- Python package for sensor placement optimization☆71Updated last year