A study of machine learning-based model predictive control on building energy system

• 主要作者: Zhang, Qindong
• 其他作者: Wan Man Pun
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Mechanical engineering::Energy conservation; Engineering::Mechanical engineering::Control engineering
• 在線閱讀: https://hdl.handle.net/10356/152491
• 機構: Nanyang Technological University

At present, most of the building automation and control (BAC) are using the conventional PID control or simple feedback control. However, due to the simplicity and absence of knowledge of the controlled system, the control performance of the conventional control is poor for dynamic systems. As a res...