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动态负载平衡和并行电力系统动态安全分析调度

Dynamic Load Balancing and Scheduling for Parallel Power System Dynamic Contingency Analysis

作者:Siddhartha Kumar KhaitanJames D. McCalley 作者单位:Electrical and Computer Engineering, Iowa State University, Iowa, USA;Electrical and Computer Engineering, Iowa State University, Iowa, USA 加工时间:2013-12-29 信息来源:科技报告(Other) 索取原文[21 页]
关键词:电力系统;动态
摘 要:Power system simulations involving solution of thousands of stiff differential and algebraic equations (DAE) are extremely computationally intensive and yet crucial for grid security and reliability. Online simulation of minutes to hours for a large number of contingencies requires computational efficiency several orders of magnitude greater than what is todays state-of-the-art. We have developed an optimized simulator for single contingency analysis using efficient numerical algorithms implementation for solving DAE, and scaled it up for large-scale con-tingency analysis using MPI. A prototype parallel high speed extended term simu-lator (HSET) on in-house high performance computing (HPC) resources at Iowa State University (ISU) (namely Cystorm Supercomputer) is being developed. Since the simulation times across contingencies vary considerably, we have focused our efforts towards development of efficient scheduling algorithms through work stealing for maximal resource utilization and minimum overhead to perform faster than real time analysis. This chapter introduces a novel implementation of dynamic load balancing algorithm for dynamic contingency analysis. Results indicate potential for significant improvements over the state-of-the-art methods especially master-slave based load balancing typically used in power system community. Simulations of thousands of contingencies on a large real system were conducted and computational savings and scalability results are reported.
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