Optimization algorithm of 500kVGIS circuit breaker electric field simulation based on GPU acceleration

被引:0
|
作者
Zheng, Dongwen [1 ]
Ran, Shuai [1 ]
Xia, Jianhua [1 ]
Yang, Shufeng [1 ]
机构
[1] Xiluodu Hydropower Plant, Zhaotong 657000, Yunnan, Peoples R China
关键词
GPU Acceleration; Gas-Insulated Switchgear (GIS); Circuit Breakers; Electric Field Simulation;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
- It proposes an optimization approach for electric field simulation in 500kV gas -insulated switchgear (GIS) circuit breakers that use GPU acceleration. Accurate modelling of electric field distribution within GIS circuit breakers is critical for assuring the dependability and safety of high voltage power systems. However, the computational complexity of simulating these systems presents substantial obstacles to established approaches. The goal of this work is to improve the speed, efficiency, and scalability of electric field simulations by leveraging GPU parallel processing capabilities. They methodically build and refine the simulation algorithm, utilizing techniques such as parallel algorithm design, GPU architecture optimization, and efficient memory management. Through rigorous performance studies, they demonstrate significant increases in computational efficiency relative to CPU -based techniques, with an average speed up of 15x. Furthermore, the scalability of the GPU-accelerated method is evaluated, demonstrating near -linear scalability up to 8 GPUs. Validation against experimental observations and analytical models indicates that the simulation findings are accurate and robust. This study helps the progress of electric field simulation tools for GIS circuit breakers by providing insights into electric field behaviour and aiding design optimization and performance evaluation in high voltage power systems.
引用
收藏
页码:817 / 821
页数:5
相关论文
共 50 条
  • [31] Genetic algorithm optimization in discrete element simulation of electric parts separation from printed circuit board
    Ueda, Takao
    Katagiri, Jun
    Oki, Tatsuya
    Koyanaka, Shigeki
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2021, 64 (04) : 2763 - 2771
  • [32] Genetic algorithm optimization in discrete element simulation of electric parts separation from printed circuit board
    Takao Ueda
    Jun Katagiri
    Tatsuya Oki
    Shigeki Koyanaka
    Structural and Multidisciplinary Optimization, 2021, 64 : 2763 - 2771
  • [33] The Numerical Calculation and Optimization Design of Electric Field for the High Voltage SF6 Circuit Breaker Arc-quenching Chamber
    Miao, Hongxia
    Wang, Honghua
    Xu, Yang
    2009 INTERNATIONAL CONFERENCE ON SUSTAINABLE POWER GENERATION AND SUPPLY, VOLS 1-4, 2009, : 2505 - 2509
  • [34] Combined application of finite element method- charge simulation method for analyzing the electric field of SF6 circuit breaker
    Cao, YD
    Liu, XM
    Wang, EZ
    Gao, YH
    PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON ELECTROMAGNETIC FIELD PROBLEMS AND APPLICATIONS, 2000, : 470 - 473
  • [35] Simulation of critical slip field method of slopes based on optimization algorithm
    Li, Liang
    Yu, Guang-Ming
    Chu, Xue-Song
    Yantu Gongcheng Xuebao/Chinese Journal of Geotechnical Engineering, 2010, 32 (06): : 827 - 831
  • [37] Electric field optimization design of the vacuum interrupter based on the tabu search algorithm
    Cao, YD
    Liu, XM
    Wang, EZ
    Jin, L
    Wang, G
    ISDEIV: XIXTH INTERNATIONAL SYMPOSIUM ON DISCHARGES AND ELECTRICAL INSULATION IN VACUUM, VOLS 1 AND 2, PROCEEDINGS, 2000, 19 : 467 - 470
  • [38] Electric field optimization design of a vacuum interrupter based on the tabu search algorithm
    Cao, YD
    Liu, XM
    Wang, EZ
    Jin, L
    Wang, G
    IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 2002, 9 (02) : 169 - 172
  • [39] Improved algorithm of UAV search based on electric field model and simulation analysis
    Zhu H.
    Yu H.-B.
    Liang J.-H.
    Li H.-Z.
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2022, 52 (12): : 3029 - 3038
  • [40] The Simulation Analysis of Transformer Recovery Voltage by Field and Circuit Method Based on PSO Algorithm
    Zhang Shi-ling
    2018 12TH INTERNATIONAL CONFERENCE ON THE PROPERTIES AND APPLICATIONS OF DIELECTRIC MATERIALS (ICPADM 2018), 2018, : 610 - 613