Mohamed Ahmed, Mohamed Khamies, G. Magdy, S. Kamel
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引用次数: 6
摘要
本文提出了一种基于比例-分数阶(FO)导数与滤波器(PDμN)控制器在前馈方向和FO积分-倾斜(IλT)控制器在反馈方向的最优负载频率控制(LFC)设计。利用非洲秃鹫优化算法(AVOA)对pd μ n - i - λ t控制器进行了优化设计。为了验证所提控制器的优越性,对基于改进LFC的PDμN - IλT、PIDN、FOPID (PIλDμ)和FOTID (TIλDμ)控制器的性能进行了比较,证实了所提PDμN - IλT控制器的优越性。通过与共生生物搜索算法的比较,验证了该算法的进展。最后,讨论了所提出的PDμN - IλT控制器对两区电网LFC性能的提高。仿真结果表明,PD^N - IλT控制器比其他传统控制器具有更好的动态响应性能。结果还验证了基于时域目标函数的AVOA优化控制器系数的有效性。
Designing Optimal PIλDμ Controller for LFC of Two-Area Power Systems Using African Vulture's Optimization Algorithm
This paper proposes an optimal load frequency control (LFC) design using a proportional-fractional-order (FO) derivative with a filter (PDμN) controller in the feedforward direction and a FO integral-tilt (IλT) controller in the feedback direction in interconnected power grids. Moreover, the proposed PDμN–IλT controller is optimally designed by using the African Vulture's Optimization Algorithm (AVOA). To confirm the superiority of the proposed controller, performance comparisons of the proposed PDμN – IλT, PIDN, FOPID (PIλDμ), and FOTID (TIλDμ) controllers based on improved LFC are conducted to confirm the superiority of the proposed PDμN – IλT controller. Also, the AVOA's progress has been verified through a comparison with the symbiotic organisms search algorithm. Overall, discussions are presented on the enhanced performance of the LFC of the two-area power grid under study with the proposed PDμN – IλT controller. Simulation outcomes approve that the proposed PD^N – IλT controller is capable of achieving better dynamic responses than other conventional controllers. The results also confirm the effectiveness of the AVOA for optimizing the controller coefficients based on a time-domain-based objective function.