Partial Solution Operator Discretization-Based Methods for Efficiently Computing Least-Damped Eigenvalues of Large Time Delayed Power Systems

IF 6.9 2区 工程技术 Q2 ENERGY & FUELS
Hua Ye;Xiaofan Jia;Muyang Liu;Yutian Liu;Sicong Zhang
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引用次数: 0

Abstract

To investigate impact of time delays on the small signal stability of power systems, the least-damped eigenvalues with the smallest damping ratios have been calculated by eigen-analysis methods based on Solution Operator Discretization (SOD) with Pseudo-Spectral collocation (PS) and Implicit Runge-Kutta (IRK) methods. This paper evolves SOD-PSIIRK into their partial counterparts, i.e., PSOD-PSIIRK, with greatly enhanced efficiency and reliability in analyzing large-scale time delayed power systems. Compared with SOD-PSIIRK, PSOD-PSIIRK are characterized in constructing low order discretization matrices of solution operator as well as efficiently and directly solving the embedded Matrix-Inverse-Vector Products (MIVPs). The dimensions of the discretization matrices of solution operator are largely reduced as only the retarded state variables are discretized, rather than all state variables as in SOD-PSIIRK. Meanwhile, the proposed PSOD-PSIIRK optimize the most computationally expensive operations in SOD-PSIIRK by avoiding the iterative solutions to the two embedded MIVPs. PSOD-PS/IRK directly and efficiently compute the MIVPs via factorizing the Kronecker product-like discretization matrices of the solution operator into Schur complements. The Central China-North China ultra-high-voltage power grid with 80577 state variables serves to validate the proposed PSOD-PSIIRK and shows that compared with SOD-PSIIRK, the computational time consumed by PSOD-PSIIRK is cut down by 49.96 times without loss of any accuracy.
基于偏解算子离散的大时滞电力系统最小阻尼特征值高效计算方法
为了研究时间延迟对电力系统小信号稳定性的影响,基于解算子离散化(SOD)与伪谱配位(PS)和隐式 Runge-Kutta (IRK)方法的特征分析方法计算了阻尼比最小的最小阻尼特征值。本文将 SOD-PSIIRK 演化为其部分对应方法,即 PSOD-PSIIRK,大大提高了分析大规模时延电力系统的效率和可靠性。与 SOD-PSIIRK 相比,PSOD-PSIIRK 在构建解算子的低阶离散化矩阵以及高效直接求解嵌入式矩阵反矢量乘积(MIVPs)方面具有显著特点。由于只对迟滞状态变量进行离散化,而不是像 SOD-PSIIRK 那样对所有状态变量进行离散化,因此解算子的离散化矩阵维数大大减少。同时,所提出的 PSOD-PSIIRK 通过避免对两个嵌入式 MIVP 的迭代求解,优化了 SOD-PSIIRK 中计算量最大的操作。PSOD-PS/IRK 通过将解算子的 Kronecker 积类离散化矩阵因式分解为舒尔补集,直接高效地计算 MIVPs。华中-华北特高压电网的 80577 个状态变量验证了 PSOD-PSIIRK 的有效性,结果表明,与 SOD-PSIIRK 相比,PSOD-PSIIRK 的计算时间减少了 49.96 倍,且精度没有任何降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
11.80
自引率
12.70%
发文量
389
审稿时长
26 weeks
期刊介绍: The CSEE Journal of Power and Energy Systems (JPES) is an international bimonthly journal published by the Chinese Society for Electrical Engineering (CSEE) in collaboration with CEPRI (China Electric Power Research Institute) and IEEE (The Institute of Electrical and Electronics Engineers) Inc. Indexed by SCI, Scopus, INSPEC, CSAD (Chinese Science Abstracts Database), DOAJ, and ProQuest, it serves as a platform for reporting cutting-edge theories, methods, technologies, and applications shaping the development of power systems in energy transition. The journal offers authors an international platform to enhance the reach and impact of their contributions.
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