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Fractional Calculus Based PID Controller Tuned by SMO for LFC Application

机译:基于F基的PID控制器通过SMO进行LFC应用调整

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In this investigation, to regulate the frequency a hybrid model having two area (thermal-hydro-wind & thermal-hydro-diesel) along with fractional order proportional integral derivative (FOPID) controller under MATLAB environment has been modelled. Further, the gain parameters of the offered controller are tuned with the help of recently introduced spider monkey optimization technique (SMO) by iterative method with ITAE (integral time absolute error) as the cost/objective function. At first, the modelled system is verified with the presence of AC tie-line. Further sensitivity comparative analysis has been done by amplifying the loading of the system by 15% with SMO tuned classical PID controller and offered FOPID controller. Finally, investigation of vigorous responses reveals that SMO tuned FOPID controller yield minimum oscillations on the basis of overshoot and undershoot as well as least settling time as compared to PID controller under above-mentioned circumstances.
机译:在该研究中,为了调节具有两个区域(热 - 水和热 - 水柴油)的混合模型以及小型阶数的混合模型,在Matlab环境下的分数数整体衍生物(FoPID)控制器已经进行了建模。此外,通过迭代方法通过迭代方法(积分时间绝对误差)作为成本/目标函数,借助于最近引入的蜘蛛猴优化技术(SMO)的帮助来调谐所提供的控制器的增益参数。首先,使用AC系线的存在验证建模系统。通过SMO调谐的经典PID控制器扩增系统的负载和提供FoPID控制器,通过扩增系统的负载15%来完成进一步的灵敏度对比分析。最后,对剧烈反应的调查显示,与上述情况下的PID控制器相比,SMO调整的FOPID控制器在超冲和下冲以及对PID控制器相比的最小稳定时间。

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