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A study of power system parallel simulation methods based on multi-core multithreaded processor platforms

机译:基于多核多线程处理器平台的电力系统并行仿真方法研究

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High-performance processor architectures are moving toward the integration of more processing cores on a single chip. PCs and parallel computer systems will have higher computing performance. It is very meaningful for power system simulation, online stability assessment and control. But traditional serial and parallel software can not fully exploit multi-core's capability without parallelizing restructure. In this paper, parallel simulation algorithms are analyzed and software restructure strategies are studied for multi-core processor platforms. The research indicates that: (1) For PCs, implicit parallel strategy with OpenMP is easier to implement and explicit parallel strategy with MPI or Pthreads is more adaptable to large-scale system simulation. (2) For clusters and distributed systems, MPI+OpenMP hybrid programming is convenient and multilevel partitioning is potential. Both methods provide better speedup.
机译:高性能处理器体系结构正在朝着在单个芯片上集成更多处理内核的方向发展。 PC和并行计算机系统将具有更高的计算性能。这对于电力系统仿真,在线稳定性评估和控制非常有意义。但是,传统的串行和并行软件如果不并行进行重组,就无法充分利用多核的功能。本文分析了并行仿真算法,并研究了多核处理器平台的软件重组策略。研究表明:(1)对于PC,采用OpenMP的隐式并行策略更易于实现,而采用MPI或Pthreads的显式并行策略更适合大规模系统仿真。 (2)对于群集和分布式系统,MPI + OpenMP混合编程很方便,并且有可能进行多级分区。两种方法都可以提供更好的加速效果。

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