Jacobi load flow accelerator using FPGA

J. Foertsch, J. Johnson, P. Nagvajara
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引用次数: 16

Abstract

Full-AC load flow is a crucial task in power system analysis. Solving full-AC load flow utilizes iterative numerical methods such as Jacobi, Gauss-Seidel or Newton-Raphson. Newton-Raphson is currently the preferred solver used in industrial applications such as power world and PSS/E due to it faster convergence than either Jacobi or Gauss-Seidel. In this paper, we reexamine the Jacobi method for use in a fully pipelined hardware implementation using a field programmable gate array (FPGA) as an alternative to Newton-Raphson. Using benchmark data from representative power systems, we compare the operation counts of Newton-Raphson software to the proposed Jacobi FPGA hardware. Our studies show that Jacobi method implemented in an FPGA for a sufficiently large power system has the potential to be a state of the art full-AC load flow engine.
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基于FPGA的雅可比负载流加速器
全交流潮流是电力系统分析中的一个重要课题。求解全交流潮流采用Jacobi、Gauss-Seidel或Newton-Raphson等迭代数值方法。Newton-Raphson是目前在电力世界和PSS/E等工业应用中使用的首选求解器,因为它比Jacobi或Gauss-Seidel更快的收敛。在本文中,我们使用现场可编程门阵列(FPGA)作为Newton-Raphson的替代方案,重新检查Jacobi方法在完全流水线硬件实现中的使用。利用代表性电力系统的基准数据,我们比较了牛顿-拉夫森软件和Jacobi FPGA硬件的运算次数。我们的研究表明,在足够大的电力系统的FPGA中实现的Jacobi方法有可能成为最先进的全交流负载流引擎。
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