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A novel scaling factor based fuzzy logic controller for frequency control of an isolated hybrid power system

机译:一种基于比例因子的模糊逻辑控制器,用于隔离混合动力系统的频率控制

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摘要

Highly intermittent power, generated by wind energy in an isolated hybrid power system (IHPS), results in severe frequency and power fluctuation. The aim of this paper is to carry out a comparative study of scaling factor (SF) based fuzzy logic controller (FLC) (SF-FLC), SF-FLC with proportional-integral (PI) (SF-FLC-PI) controller, SF-FLC with proportional-derivative (PD) (SF-FLC-PD) controller and SF-FLC with proportional-integral-derivative (PID) (SF-FLC-PID) controller for deviation in frequency and power of an IHPS model. The undertaken model of IHPS for this study embraces a diesel engine generator, a wind turbine generator and an energy storage device (for instance, capacitive energy storage). Optimal tuning of the different tunable parameters considered for suppressing the deviation in frequency and power of IHPS model owing to alteration in load demand has been carried out by quasi-oppositional harmony search (QOHS) algorithm. The obtained results demonstrate minimum deviation in frequency and power may be realized by practicing the proposed SF-FLC-PID controller for the considered IHPS model. Robustness and non-linearity investigation have been also executed for the proposed SF-FLC-PID controller based configuration of the studied IHPS model. It is revealed that the proposed SF-FLC-PID controller is very much robust in nature and takes care of non-linearity very well while QOHS algorithm is adopted. (C) 2017 Elsevier Ltd. All rights reserved.
机译:在隔离式混合动力系统(IHPS)中,风能产生的高度间歇性功率会导致严重的频率和功率波动。本文的目的是对基于比例因子(SF)的模糊逻辑控制器(FLC)(SF-FLC),带比例积分(PI)的SF-FLC(SF-FLC-PI)控制器进行比较研究,带有比例微分(PD)控制器的SF-FLC(SF-FLC-PD)控制器和带有比例积分微分(PID)(SF-FLC-PID)控制器的SF-FLC用于IHPS模型的频率和功率偏差。本研究采用的IHPS模型包括柴油发电机,风力发电机和储能装置(例如,电容储能)。已通过准对位和谐搜索(QOHS)算法对为了抑制IHPS模型的频率和功率因负载需求的变化而考虑的不同可调参数进行了优化调整。获得的结果表明,通过对所考虑的IHPS模型实施所建议的SF-FLC-PID控制器,可以实现最小的频率和功率偏差。还针对所研究的IHPS模型的基于SF-FLC-PID控制器的配置进行了鲁棒性和非线性研究。结果表明,所提出的SF-FLC-PID控制器本质上非常健壮,并且在采用QOHS算法时很好地解决了非线性问题。 (C)2017 Elsevier Ltd.保留所有权利。

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