A Review on Data Preprocessing Techniques Toward Efficient and Reliable Knowledge Discovery From Building Operational Data

• Published in: Frontiers in energy research Vol. 9
• Main Authors: Fan, Cheng, Chen, Meiling, Wang, Xinghua, Wang, Jiayuan, Huang, Bufu
• Format: Journal Article
• Language: English
• Published: Frontiers Media S.A 29.03.2021
• Subjects: building energy management; building operational data analysis; data preprocessing; data science; knowledge discovery

The rapid development in data science and the increasing availability of building operational data have provided great opportunities for developing data-driven solutions for intelligent building energy management. Data preprocessing serves as the foundation for valid data analyses. It is an indispen...