Layout Optimization of Vertical-Axis Wind Turbines Based on a Power-Predicting Neural Network

Abstract

AbstractA novel layout optimization framework for vertical-axis wind turbines (VAWTs) in a wind farm is developed by building a power prediction neural network and improving a 2D_k Jensen engineering wake model. First, for a single hidden layer back-...