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

• المؤلفون الرئيسيون: Yang, Shiyu, Chen, Wanyu, Wan, Man Pun
• مؤلفون آخرون: School of Mechanical and Aerospace Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Mechanical engineering; Event-Triggered Mechanism
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/169017
• المؤسسة: 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...