Wei, Xiupeng; Kusiak, Andrew; Li, Mingyang; Tang, Fan; … - In: Energy 83 (2015) C, pp. 294-306
A data-driven approach to optimize the total energy consumption of the HVAC (heating, ventilation, and air conditioning) system in a typical office facility is presented. A multi-layer perceptron ensemble is selected to build the total energy model integrating three indoor air quality models,...