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Article type: Research Article
Authors: Wu, Guanghua | Li, Hongsheng | Li, Hongyu | Guo, Shiping; * | Ma, Wenjian | Dong, Jing
Affiliations: State Grid Hebei Electric Power Co., Ltd. Marketing Service Center, Shijiazhuang Hebei, China
Correspondence: [*] Corresponding author. Shiping Guo, State Grid Hebei Electric Power Co., Ltd. Marketing Service Center, Shijiazhuang Hebei 050000, China. E-mail: [email protected].
Abstract: The business expansion installation can only simply record the most basic business information, which leads to the problems of complex power supply procedures and low efficiency. Therefore, a study on the optimal power supply parameters of the business expansion installation based on grey correlation degree and fuzzy C-means clustering algorithm is proposed. Firstly, the grey correlation degree is used to process the optimal power supply parameter data of industrial expansion and installation, and the parameters of fuzzy C-means clustering algorithm are set. On this basis, an intelligent management system for the optimal power supply process of industrial expansion and installation is constructed, and the system development conditions are set up; According to the four business links of project reserve, business acceptance, collaborative operation and performance evaluation, the customer business expansion and installation function module is constructed, so as to realize the calculation of the optimal power supply line of the business expansion and installation and complete the research on the optimal power supply parameters. The experimental results show that the output stability, output throughput performance and parameter optimization ability of this method for the line impedance characteristic control of the power supply of the industrial expansion device are good and are always on the rise. At 3 cm, the output throughput reaches 1.9%, and the parameter analysis ability can reach 350 pixels, which has certain application value.
Keywords: Grey correlation degree, fuzzy C-means clustering algorithm, business expansion newspaper installation, Optimal power supply parameters
DOI: 10.3233/JIFS-222926
Journal: Journal of Intelligent & Fuzzy Systems, vol. 44, no. 3, pp. 3751-3762, 2023
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