A review of data mining technologies in building energy systems: Load prediction, pattern identification, fault detection and diagnosis

• Published in: Energy and built environment Vol. 1; no. 2; pp. 149 - 164
• Main Authors: Zhao, Yang, Zhang, Chaobo, Zhang, Yiwen, Wang, Zihao, Li, Junyang
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.04.2020; KeAi Communications Co., Ltd
• Subjects: Big data; Building energy efficiency; Building energy systems; Supervised data mining; Unsupervised data mining; Unsupervised data mining; Building energy systems; Big data; Building energy efficiency; Supervised data mining

•Supervised data mining-based methods for building energy systems are reviewed.•Unsupervised data mining-based methods for building energy systems are reviewed.•Strengths and shortcomings of the existing data mining-based methods are revealed.•Four important research tasks in the future are proposed...