Sheng-Tao Liu

GA-optimized Deep Neural Network for intelligent power-quality regulation in power systems

To address power-quality deterioration in increasingly complex power-system operating conditions, this paper develops a genetic-algorithm-optimized deep neural network (GA-DNN) for intelligent regulation. The GA module searches the DNN hyperparameter space, including layer depth, hidden-unit width, learning rate, batch...