Machine learning-based model predictive control for ACMV system using edge device

• Main Author: Dharmalingam, Yagneshwar
• Other Authors: Arokiaswami Alphones
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/173586
• Institution: Nanyang Technological University

The Building Management System (BMS) can monitor and manage a facility's mechanical, electrical, and electromechanical services. One subset of this system is Air-conditioning and Mechanical Ventilation (ACMV), which regulates interior temperatures. Traditionally, PID controllers have been...