A machine-learning-based event-triggered model predictive control for building energy management

• Main Authors: Yang, Shiyu, Chen, Wanyu, Wan, Man Pun
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Mechanical engineering; Event-Triggered Mechanism
• Online Access: https://hdl.handle.net/10356/169017
• Institution: Nanyang Technological University

Model predictive control (MPC) for building energy management has exhibited a huge potential for largely cutting down energy use and improving human comfort. However, the high demand for computational power for solving the optimization is challenging the widespread deployment of MPC in real building...