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

• Main Author: Zhang, Qindong
• Other Authors: Wan Man Pun
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Mechanical engineering::Energy conservation; Engineering::Mechanical engineering::Control engineering
• Online Access: https://hdl.handle.net/10356/152491
• Institution: 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...