An energy-saving control strategy for multi-zone demand controlled ventilation system with data-driven model and air balancing control

• Main Authors: Jing, Gang, Cai, Wenjian, Zhang, Xin, Cui, Can, Liu, Hongwu, Wang, Cheng
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Ventilation System; Air Balance
• Online Access: https://hdl.handle.net/10356/155509
• Institution: Nanyang Technological University

A data-driven energy-saving control strategy applied to balance the multi-zone demand controlled ventilation system is presented. The proposed strategy consists of two steps: system model construction and air balancing control. Based on observed datasets, a multi-layer perceptron structure is employ...