Performance and Feature Improvements in Parareal-based Power System Dynamic Simulation

Byungkwon Park, K. Sun, A. Dimitrovski, Yang Liu, Md Arifin Arif, S. Allu, S. Simunovic
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引用次数: 3

Abstract

In recent years, a novel Parareal-based approach has been developed for fast transient simulations of large power system interconnections. Parareal belongs to the class of Parallel-in-time algorithms for solution of systems of differential-algebraic equations in parallel over an interval of time. The selection of a reasonably fast and accurate coarse solution is crucial to improve the performance of Parareal algorithm. Semi-analytical solution methods are one promising approach to achieve this goal. They have been investigated, and some preliminary results are presented here. In addition, Parareal-based simulator has been expanded to enable co-simulation with OpenDSS, a widely used open-source distribution system simulator. Preserving the parallel nature of the Parareal approach and taking advantage of the parallel capabilities of the latest versions of OpenDSS, each distribution system can be solved in their entirety on different processors in parallel within the main Parareal simulator. This paper also presents the structure of the transmission and distribution co-simulation and some results with different dynamic models of inverter-based resources in the distribution systems.
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基于平行面的电力系统动态仿真的性能与特征改进
近年来,一种新的基于平行面的方法被用于大型电力系统互连的快速瞬态仿真。平行代数算法是求解一段时间内平行的微分代数方程组的并行算法。选择合理、快速、准确的粗解是提高拟面算法性能的关键。半解析解方法是实现这一目标的一种很有前途的方法。对它们进行了调查,并在这里提出了一些初步结果。此外,对基于parareal的模拟器进行了扩展,使其能够与广泛使用的开源分发系统模拟器OpenDSS进行联合仿真。保留Parareal方法的并行特性并利用最新版本OpenDSS的并行功能,每个分布系统可以在主Parareal模拟器内并行地在不同的处理器上完整地解决。文中还介绍了输配电联合仿真的结构,并给出了基于逆变器的配电系统资源不同动态模型下的仿真结果。
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