Construction of smart management model for power grid user side based on artificial intelligence and power BD

Du Wang; Yongqiang Guo; Jiacheng Du; Yimin Wei; Daoqiang Han

doi:10.1117/12.3009123

27 October 2023 Construction of smart management model for power grid user side based on artificial intelligence and power BD

Du Wang, Yongqiang Guo, Jiacheng Du, Yimin Wei, Daoqiang Han

Author Affiliations +

Proceedings Volume 12922, Third International Conference on Electronics, Electrical and Information Engineering (ICEEIE 2023); 129220V (2023) https://doi.org/10.1117/12.3009123
Event: The Third International Conference on Electronics, Electrical and Information Engineering (ICEEIE 2023), 2023, Xiamen, China

Abstract

The changes in the pattern of electricity energy supply and demand, as well as the trend of energy development, have led to the reform and progress of the domestic and international electricity industry market, accelerating the construction of smart grids in various countries. In recent years, the rapid growth of China's economy has driven the continuous progress of science and technology. Information Technology (IT), Big Data (BD) technology and Artificial Intelligence (AI) are widely used in all walks of life. The traditional power grid is gradually developing towards user demand side response, making system regulation more flexible and allowing users to fully participate in the operation of the power system and energy market. In order to build a power grid user side intelligent management system based on AI algorithm driven by power BD, this article studies a user Demand Side Management (DSM) method based on load transfer technology and uses a demand side user response potential assessment model based on fuzzy optimization set to evaluate its management effectiveness. Through numerical simulation, the task allocation process of load aggregators is simulated, and the rationality, effectiveness, and feasibility of this assessment method are demonstrated from aspects such as task completion and aggregator benefits. The results show that the system can effectively control and manage the operation of various devices, keep the total consumption below the threshold, and manage the load based on priority.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Du Wang, Yongqiang Guo, Jiacheng Du, Yimin Wei, and Daoqiang Han "Construction of smart management model for power grid user side based on artificial intelligence and power BD", Proc. SPIE 12922, Third International Conference on Electronics, Electrical and Information Engineering (ICEEIE 2023), 129220V (27 October 2023); https://doi.org/10.1117/12.3009123

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KEYWORDS

Power grids

Artificial intelligence

Power consumption

Control systems

Matrices

Fuzzy logic

Power supplies

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