Occupancy modelling using data driven models

• Main Author: Hu, Yun Nan
• Other Authors: Soh Yeng Chai
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Engineering
• Online Access: https://hdl.handle.net/10356/176475
• Institution: Nanyang Technological University

The Final Year Project aims to improve building energy efficiency by developing and applying data-driven models for precise occupancy modeling. The project uses multiple types of machine learning algorithms to predict occupancy levels under multi-occupant single-zone (MOSZ) and multi-occupant multi-...