Enhancing building energy efficiency using a random forest model: a hybrid prediction approach

• Main Authors: Liu, Yang, Chen, Hongyu, Zhang, Limao, Feng, Zongbao
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Civil engineering; Building Energy Prediction; Building Envelope
• Online Access: https://hdl.handle.net/10356/164387
• Institution: Nanyang Technological University

The building envelope considerably influences building energy consumption. To enhance the energy efficiency of buildings, this paper proposes an approach to predict building energy consumption based on the design of the building envelope. The design parameters of the building envelope include the co...