Energy efficiency modeling and predicting using advanced machine learning

• 主要作者: Tan, Si Heng
• 其他作者: Zhang Limao
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Civil engineering::Construction management; Engineering::Computer science and engineering::Software::Programming techniques
• 在線閱讀: https://hdl.handle.net/10356/150353
• 機構: 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...