Data-driven energy management system for smart buildings

• Main Author: Ding, Hongyuan
• Other Authors: Xu Yan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/182526
• Institution: Nanyang Technological University

This thesis explores innovative data-driven approaches to enhance energy management in smart buildings, addressing challenges through advanced deep reinforcement learning (DRL) methods. The thesis follows a logical progression, starting from the smallest unit of a smart building, a multi-energy smar...