Structure optimal design of 500 kV dry-type air-core shunt reactor based on response surface method

The hotspot temperature of the reactor is one of the important indices in reactor design, and the appropriate hotspot value can ensure that the reactor will not overheat failure and threaten the safety of the power system. In this paper, the temperature field simulation model of a 500 kV dry-type air-core shunt reactor is established, and the hotspot temperature of the reactor is obtained by COMSOL software. Then, the radial basis function response surface function is used to construct the response surface function of the hotspot temperature and its related variables, and the applicability of the response surface function is tested to analyze the rationality and accuracy of the response surface function. Finally, the optimal solution of the response surface function under the coordination of variables and related constraints is obtained by using the constrained simulated annealing algorithm. The results show that the hotspot temperature of the reactor envelope winding decreases obviously after optimization.

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Publication Details

Journal
AIP Advances
Published
2024-10-01
DOI
https://doi.org/10.1063/5.0233503
Citations
1
Primary Topic
High-Voltage Power Transmission Systems
Type
article
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Structure optimal design of 500 kV dry-type air-core shunt reactor based on response surface method

Guangdong Zhou, Gang Liu, Liang Xie, Zhiyu Zhang et al.
1 citations
AIP Advances
High-Voltage Power Transmission Systems
0.21
article

Structure optimal design of 500 kV dry-type air-core shunt reactor based on response surface method

Guangdong Zhou, Gang Liu, Liang Xie, Zhiyu Zhang, Wei Hu, Yanjing Zhu, Jiajun Kou
article en
1 citations

Abstract

The hotspot temperature of the reactor is one of the important indices in reactor design, and the appropriate hotspot value can ensure that the reactor will not overheat failure and threaten the safety of the power system. In this paper, the temperature field simulation model of a 500 kV dry-type air-core shunt reactor is established, and the hotspot temperature of the reactor is obtained by COMSOL software. Then, the radial basis function response surface function is used to construct the response surface function of the hotspot temperature and its related variables, and the applicability of the response surface function is tested to analyze the rationality and accuracy of the response surface function. Finally, the optimal solution of the response surface function under the coordination of variables and related constraints is obtained by using the constrained simulated annealing algorithm. The results show that the hotspot temperature of the reactor envelope winding decreases obviously after optimization.

AIP AdvancesVol. 14(10)
North China Electric Power University (CN)
Affordable and clean energy
Openalex Percentile: Top 47%
High-Voltage Power Transmission Systems
0.21
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