Title: Energy saving control method for building electrical automation system in dual carbon smart park

Authors: Bingyu Wang

Addresses: Department of Mechanical and Electrical Engineering, Yongcheng Vocational College, Yongcheng, 476600, China

Abstract: In order to improve the energy-saving control accuracy of the building electrical automation system in the dual carbon smart park and ensure the energy-saving effect, research on energy-saving control methods for the building electrical automation system in the dual carbon smart park is carried out. Pearson correlation coefficient was used to screen system parameters with high correlation, pre-processing parameter data, and predicting energy consumption through long short-term memory networks. Based on the energy consumption prediction results, dynamically adjust the parameters of the PID controller, and input them as feedback information to the PID controller to generate control variables and regulate system parameters, completing energy-saving control. The results show that the total energy consumption of the system using the proposed method is around 1,200 kWh; the response time range of energy-saving control is 0.8 s-0.9 s; and the degree of control deviation is below 0.1%. These results indicate high energy-saving control accuracy.

Keywords: dual carbon smart park; building electrical automation system; long short-term memory network; energy consumption prediction; PID energy-saving control.

DOI: 10.1504/IJSCC.2026.155212

International Journal of Systems, Control and Communications, 2026 Vol.17 No.3, pp.281 - 300

Received: 07 Apr 2025
Accepted: 12 Jun 2025
Published online: 29 Jul 2026 *

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