Reinforcement learning based operational control of active distribution networks

• Main Author: Lou, Yutao
• Other Authors: Xu Yan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Electrical engineering
• Online Access: https://hdl.handle.net/10356/181482
• Institution: Nanyang Technological University

The dissertation explores voltage control in active distribution networks (ADNs) and proposes a reinforcement learning-based Voltage/Var control (VVC) strategy utilizing PV inverters to mitigate voltage fluctuation and reduce network energy loss in ADNs. The methodology involves framing the VVC pro...