Optimal steady-state voltage control using Gaussian process learning

• Main Authors: Pareek, Parikshit, Yu, Weng, Nguyen, Hung Dinh
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Effective Voltage Control Source; Gaussian Process Learning; Steady-state Voltage Control
• Online Access: https://hdl.handle.net/10356/150722
• Institution: Nanyang Technological University

In this paper, an optimal steady-state voltage control framework is developed based on a novel linear Voltage-Power dependence deducted from Gaussian Process (GP) learning. Different from other point-based linearization techniques, this GP-based linear relationship is valid over a subspace of operat...