On the feature engineering of building energy data mining

• Main Authors: Zhang, Chuan, Cao, Liwei, Romagnoli, Alessandro
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Mechanical engineering; Building Energy; Feature Engineering
• Online Access: https://hdl.handle.net/10356/139586
• Institution: Nanyang Technological University

Understanding the underlying dynamics of building energy consumption is the very first step towards energy saving in building sector; as a powerful tool for knowledge discovery, data mining is being applied to this domain more and more frequently. However, most of previous researchers focus on model...