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Grey Wolf Optimization algorithm based Cascaded PID controller for Load-frequency control of OFF-Grid Electric Vehicle integrated Microgrid

机译:基于灰狼优化算法基于级联PID控制器,用于隔离电网的负载频率控制集成微电网

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The article aims to propose an innovative robust secondary load frequency control (LFC) technique for Microgrid (MG) in OFF-Grid mode. Generally, MG power generators are unable to maintain frequency stability due to sudden change in loading condition. Another crucial non-linearity encountered due to the most important power source of the MG, the Solar and Wind generating system due to irregularity in solar irradiance and wind deviation in magnitude and direction. The participation of Energy storage system (ESS) is an effective solution to this problem up to great extent. Among various ESS devices, Electric vehicle (EV) has created a unique identity due to its low cost and overwhelming performance in frequency stabilization. The involvement of EVs has been considered to introduce a robust control strategy with other ESS devices for the study of MG. In this paper, the innovative cascaded PID (CPID) controller along with the Grey Wolf optimization (GWO) technique has projected to find the optimal solution for LFC problem of the MG due to various disturbance occurred during operation. The viability of the CPID controller has been measured by most popular PI and PID tuned by the GWO approach. The efficacy of the GWO tuned CPID has been validated by assessing the performance with GA/PSO based CPID controller.
机译:本文旨在提出一种用于偏外电网模式的微电网(MG)的创新强大的二级负载频率控制(LFC)技术。通常,Mg发电机由于负载条件的突然变化而不能保持频率稳定性。由于MG的最重要的电源,由于太阳辐照度的不规则和幅度偏差,因此由于MG,太阳能和风力发电系统的最重要的电源而遇到的另一种至关重要的非线性。能量存储系统(ESS)的参与是对这个问题的有效解决方案在很大程度上。在各种ESS设备中,电动车(EV)由于其频率稳定的低成本和压倒性性能而产生了独特的标识。 EVS的参与已被认为与其他ESS设备引入强大的控制策略,用于研究MG。在本文中,创新的级联PID(CPID)控制器以及灰狼优化(GWO)技术已经预计由于在运行期间发生了各种干扰而导致MG的LFC问题的最佳解决方案。 CPID控制器的可行性已经通过GWO方法进行最流行的PI和PID来衡量。通过使用基于GA / PSO的CPID控制器评估性能来验证GWO调谐CPID的功效。

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