AI energy modelling & forecasting framework for HVAC

• Main Author: Chua, Chee Hean
• Other Authors: Chau Yuen
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Artificial intelligence; Energy control
• Online Access: https://hdl.handle.net/10356/181744
• Institution: Nanyang Technological University

Heating, Ventilation, Air-Conditioning systems, or HVACs are known to be one of the highest consumers of electrical power, and this calls the need for energy modelling systems. Deep Learning and AI methods have been recently explored for various practical applications, such as forecasting energy...