Analysis of Type-2 Fuzzy IλDμ-P Controller for LFC with Communication Delay

Pulakraj Aryan, G. Raja
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Abstract

Uncertainties associated with the modern power system (PS) due to fluctuating load demand as well as the intermittent nature of renewable sources require formidable control requirements. Type-2 fuzzy (T2F) controllers with their extra-dimensional membership function are better suited to handle these uncertainties to provide frequency regulation of multi-area PSs. Combined with the benefits of fractional calculus, T2F can be further enhanced. In this work, a novel T2F fractional-order-integral-derivative plus proportional (T2FIλDμ-P) controller is suggested for the load frequency control of a two-area deregulated PS having multiple generating units including renewables. The considered PS has thermal, gas and distributed renewable sources such as the solar photovoltaic (PV) and wind turbine generation as the generating units. The suggested T2FIλDμ-P controller is optimally tuned with the equilibrium optimizer. The investigated PS is applied with step interference to analyze the performance of the suggested control scheme in comparison to other prevalent controllers and optimization algorithms. A bode-instituted stability investigation is presented for the controlled system.
具有通信延迟的LFCⅱ型模糊i - λ μ- p控制器分析
由于负荷需求的波动以及可再生能源的间歇性,现代电力系统(PS)的不确定性要求强大的控制要求。具有额外维度隶属函数的2型模糊(T2F)控制器更适合处理这些不确定性,以提供多区域PSs的频率调节。结合分数阶微积分的优点,T2F可以进一步增强。本文提出了一种新型的T2F分数阶-积分-导数加比例(T2FIλDμ-P)控制器,用于具有多个可再生能源发电机组的两区无管制电力系统的负荷频率控制。考虑的PS具有热、气和分布式可再生能源,如太阳能光伏(PV)和风力涡轮机发电作为发电单元。利用平衡优化器对建议的T2FIλDμ-P控制器进行了最优调谐。将所研究的PS应用于阶跃干扰,与其他流行的控制器和优化算法进行比较,分析所提出的控制方案的性能。对被控系统进行了博德建立的稳定性研究。
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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