Advanced machine learning approach for restoring smart grids

• Main Author: Chia, Yi Chen
• Other Authors: Hung Dinh Nguyen
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Electric power
• Online Access: https://hdl.handle.net/10356/158203
• Institution: Nanyang Technological University

In this project, we explore the option of using Gaussian Process Regression in voltage control of power systems. The objective is to use machine learning data driven methods in favour of conventional methods which are iterative mathematical methods. The main advantage of data driven method is less c...