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Design of optimal variable structure controllers: Applications to power system dynamics.

机译:最佳可变结构控制器的设计:电力系统动力学的应用。

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摘要

In this thesis, optimal design of variable structure controllers applied to different power system dynamic problems is explored. Iterative heuristics algorithms namely: Particle Swarm optimization, Tabu Search algorithm, and Genetic Algorithms are utilized in the optimal design of the controllers. Two important power system problems (Load frequency control and Power system dynamic stability) are studied in this thesis. The proposed design of VSC was applied to single area, two areas, and three areas Load frequency control systems both with and without nonlinearities and to a single machine infinite bus-bar system.; The variable structure controller parameters are tuned optimally to minimize certain performance indices that reflect the objectives of the design. These objectives include both improved dynamic behavior and reduced chattering in the control signal. Scaling of the feedback gains in the VSC on convergence of the performance index or the square of the error in the signal further reduced the chattering while preserving the improved dynamic behavior of the system. Comparison with conventional design methods for both problems using the new design procedure is also included in the study. The study shows that the proposed optimal design procedure provides a simple systematic way of arriving at the settings of the VSC with improved dynamic behavior and reduced chattering. This method allows with ease the inclusion of nonlinearities into the studied systems to realize an optimally designed controller. The robustness of the proposed controller against system parameters variations had been studied. It has been found that the proposed controllers are very little sensitive to these variations.
机译:本文探讨了应用于不同电力系统动态问题的变结构控制器的优化设计。控制器的优化设计采用了迭代启发式算法:粒子群算法,禁忌搜索算法和遗传算法。本文研究了两个重要的电力系统问题(负载频率控制和电力系统动态稳定性)。 VSC的拟议设计被应用到单区域,两个区域和三个区域的带和不带非线性的负载频率控制系统,以及一个单机无限母线系统。对可变结构控制器的参数进行了优化调整,以最大程度地减少反映设计目标的某些性能指标。这些目标既包括改善动态性能,又减少控制信号的颤动。在性能指标收敛或信号误差平方的基础上,对VSC中的反馈增益进行缩放,可以进一步减少抖动,同时保留系统的动态性能。该研究还包括使用新设计程序对这两个问题与常规设计方法进行的比较。研究表明,所提出的最佳设计程序提供了一种简单的系统方法,可以达到VSC的设置,并具有改善的动态行为和减少的颤动。这种方法可以轻松地将非线性因素纳入所研究的系统中,以实现优化设计的控制器。已经研究了所提出的控制器针对系统参数变化的鲁棒性。已经发现,提出的控制器对这些变化几乎不敏感。

著录项

  • 作者

    Al-Musabi, Naji A.;

  • 作者单位

    King Fahd University of Petroleum and Minerals (Saudi Arabia).;

  • 授予单位 King Fahd University of Petroleum and Minerals (Saudi Arabia).;
  • 学科 Engineering Electronics and Electrical.
  • 学位 M.S.
  • 年度 2004
  • 页码 158 p.
  • 总页数 158
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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