Energy efficiency modeling and predicting using advanced machine learning

• Main Author: Tan, Si Heng
• Other Authors: Zhang Limao
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Civil engineering::Construction management; Engineering::Computer science and engineering::Software::Programming techniques
• Online Access: https://hdl.handle.net/10356/150353
• Institution: Nanyang Technological University

In order to push for further energy conservation and greenhouse emission reduction, a hybrid clustering-based prediction approach is proposed to estimate building energy performance. Our proposed method will be examined through the use of a case study, which involves a dataset containing Chicago’s b...