Data-driven prediction and optimization in building energy consumption

• Main Author: Tan, Yong Shen
• Other Authors: Zhang Limao
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Civil engineering
• Online Access: https://hdl.handle.net/10356/154453
• Institution: Nanyang Technological University

The data records for building energy consumption of Seattle City in 2015 and 2016 are obtained from the annual data reports and used as the datasets in data-driven prediction and optimization models’ development for energy efficiency evaluation and enhancement. A gradient boosting regression approac...