Research on low carbon energy integration and intelligent heating control in urban heating networks

Guangming Wang

doi:10.1117/12.3055088

16 January 2025 Research on low carbon energy integration and intelligent heating control in urban heating networks

Guangming Wang

Author Affiliations +

Proceedings Volume 13447, International Conference on Mechatronics and Intelligent Control (ICMIC 2024); 134471S (2025) https://doi.org/10.1117/12.3055088
Event: International Conference on Mechatronics and Intelligent Control (ICMIC 2024), 2024, Wuhan, China

Abstract

Energy security, environmental issues, and economic issues are the driving factors for studying the reduction of energy consumption and greenhouse gas emissions. To solve the problems of urban centralized heating systems, this article designs and implements an intelligent monitoring system based on the current mainstream Internet of Things communication technology NB IoT. The monitoring system can maintain device information in the cloud platform and monitor energy consumption in real-time. Management personnel can issue device control instructions through the monitoring system. On this basis, we designed an RBF neural network prediction model to predict the water supply temperature of the secondary network, achieving closed-loop control of the water supply temperature of the secondary network. Through simulation experiments on the established predictive model and control algorithm, the results show that the adopted control algorithm can effectively control the system model due to changes in amplification factor and time constant compared to conventional PID control, verifying the feasibility and effectiveness of the adopted control method.

(2025) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Guangming Wang "Research on low carbon energy integration and intelligent heating control in urban heating networks", Proc. SPIE 13447, International Conference on Mechatronics and Intelligent Control (ICMIC 2024), 134471S (16 January 2025); https://doi.org/10.1117/12.3055088

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