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Multiobjective optimization for the TSP problem using the python 'pymoo' package
[JMLR-2024] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (including evolutionary algorithms, swarm-based optimizers, pattern se…
A fine-tuned visual implementation of Informed and Uninformed Search Algorithms such as Breadth First Search, Depth First Search, Uniform Cost Search, A* Search, Greedy First Search
Dynamic implementation of the FLORIS model
This is my implementation to reproduce some result in the paper "Combinatorial optimization with physics-inspired graph neural networks"
Offshore Wind Farm Radial ECS Planning with some pratical concerns and case studies
Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
Awesome machine learning for combinatorial optimization papers.
Ce sont les docs du TFE - Wind Farm Power Optimization Using Model Predictive Control
Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
LES wind files and offshore turbine response files for Category 5 hurricane
Collection of files & models used for floating offshore wind turbine (FOWT) controller design. Data & models based on IEA-15-240-RWT reference turbine and UMaine VolturnUS-S floating hull. Experiem…
A framework for stabilizing a floating offshore wind turbine using Reinforcement Learning and a Predictive Safety Filter.
A tool to estimate the aerodynamics and motion of an offshore vertical axis wind turbine
Offshore wind farm wake modelling using deep feed forward neural networks for active yaw control and layout optimisation
Stochastic optimization for Wind Farm Cable Layout Optimization Problem
GNNs to predict wind farm-wide power, local flow variables and damage-equivalent loads.
Final year project. Load modelling of a Windfarm using Deep Learning Model.
Study on wind farm optimization under uncertainty supported by NSF Grant #1539384
3rd Place Solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting
The WindPowerPlants library is an open source library for the simulation of wind power plants. The library provides models of wind turbines, generators and control.
Release a public wind power dataset
The windpowerlib is a library to model the output of wind turbines and farms.
computing linear response of power grids to input fluctuations
Analysis of the distribution characteristics of wind power fluctuations.
This set of programs is for optimal sizing and planning models of the offshore wind transmission systems: (i) HVDC cable option, (ii) Hydrogen pipeline option, and (iii) a combination of power-hydr…
PSD-BPA files of the IEEE 300 Bus system