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基于平均化理论的PWM变流器电磁暂态快速仿真方法:(三)适用于图像处理器的改进EMTP并行仿真算法
作者:
作者单位:

(1. 清华大学电机工程与应用电子技术系, 北京市 100084; 2. School of Electrical Engineering and Computer Science, Washington State University, Pullman WA 99163, 美国)

摘要:

智能电网技术的发展需要快速电磁暂态程序(EMTP),而日益广泛应用的图像处理器(GPU)为电磁暂态仿真提供了高效的仿真环境和平台。文中首先提出了细粒度并行算法的运算级并行策略,即基于单指令多数据流(SIMD)的运算级并行策略和基于共享内存的运算级并行策略。随后,设计了应用这两种并行策略的改进电磁暂态细粒度并行算法。三相脉宽调制(PWM)变流器仿真测试表明,适用于GPU的细粒度并行算法能够在保证仿真正确性的同时,显著提高仿真效率,从而验证了基于GPU的细粒度并行仿真算法适用于带有开关过程和复杂控制的大规模电力系统快速电磁暂态仿真应用的可行性。

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基金项目:

国家自然科学基金项目(面上项目,重点项目,重大项目); 高等学校自主科研项目;

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作者简介:


Fast Electromagnetic Transient Simulation Method for PWM Converters Based on Averaging Theory:Part Three Improved EMTP Parallel Algorithm for Graphic Processing Unit
Author:
Affiliation:

(1. Department of Electrical Engineering, Tsinghua University, Beijing 100084, China; 2.School of Electrical Engineering and Computer Science, Washington State University, Pullman WA 99163, USA)

Abstract:

Development of the smart grid technology requires fast electromagnetic transient simulation, which is provided with a highly-efficient simulation environment and platform by ever-increasing widely-used graphic processing unit (GPU). First, this paper puts forward two fine-grained parallel operational-level strategies, which are parallelisms based on single instruction multiple data (SIMD) and shared memory. Next, fine-grained parallel electromagnetic transient simulation algorithms for GPU are designed, and simulation procedures are implemented by adopting the two strategies in the improved electromagnetic transient algorithm. Test results of pulse-width modulation (PWM) converters show that, the fine-grained parallel simulation algorithm for GPU enhances simulation efficiency enormously while maintaining accuracy. It's also shown that the algorithm is especially useful when dealing with large system simulation problems.

Keywords:

Foundation:
The National Natural Science Foundation of China (General Program, Key Program, Major Research Plan)
引用本文
[1]高海翔,陈颖,于智同,等.基于平均化理论的PWM变流器电磁暂态快速仿真方法:(三)适用于图像处理器的改进EMTP并行仿真算法[J].电力系统自动化,2014,38(6):43-48. DOI:10.7500/AEPS20130724001.
GAO Haixiang, CHEN Ying, YU Zhitong, et al. Fast Electromagnetic Transient Simulation Method for PWM Converters Based on Averaging Theory:Part Three Improved EMTP Parallel Algorithm for Graphic Processing Unit[J]. Automation of Electric Power Systems, 2014, 38(6):43-48. DOI:10.7500/AEPS20130724001.
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历史
  • 收稿日期:2013-07-24
  • 最后修改日期:2014-02-23
  • 录用日期:2013-11-19
  • 在线发布日期: 2013-12-20
  • 出版日期:
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