Enhancement of Voltage/Frequency Stability in an Autonomous Micro Energy Grid with Penetration of Wind Energy Using a Parallel Fuzzy Mechanism

H. Shayeghi, A. Younesi
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引用次数: 2

Abstract

The main objective of this paper is to model and optimize the parallel and relatively complex FuzzyP+FuzzyI+FuzzyD (FP+FI+FD) controller for simultaneous control of the voltage and frequency of a micro-grid in the islanded mode. The FP+FI+FD controller has three parallel branches, each of which has a specific task. Finally, as its name suggests, the final output of the controller is derived from the algebraic summation of the outputs of these three branches. Combining the basic features of a simple PID controller with fuzzy logic that leads to an adaptive control mechanism, is an inherent characteristic of the FP+FI+FD controller. This paper attempts to determine the optimal control gains and Fuzzy membership functions of the FP+FI+FD controller using an improved Salp swarm algorithm (ISSA) to achieve its optimal dynamic response. The time-domain simulations are carried out in order to prove the superb dynamic response of the proposed FP+FI+FD controller compared to the PID control methods. In addition, a multi-input-multi-output (MIMO) stability analysis is performed to ensure the robust control characteristic of the proposed parallel fuzzy controller.
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利用并联模糊机制增强风能渗透自治微电网电压/频率稳定性
本文的主要目的是对并联且相对复杂的FuzzyP+FuzzyI+FuzzyD (FP+FI+FD)控制器进行建模和优化,用于孤岛模式下微电网电压和频率的同时控制。FP+FI+FD控制器有三个并行分支,每个分支都有一个特定的任务。最后,顾名思义,控制器的最终输出是由这三个分支输出的代数求和得到的。将简单PID控制器的基本特征与模糊逻辑相结合,形成自适应控制机制,是FP+FI+FD控制器的固有特点。本文试图利用改进的Salp群算法(ISSA)确定FP+FI+FD控制器的最优控制增益和模糊隶属函数,以实现其最优动态响应。通过时域仿真,证明了所提出的FP+FI+FD控制器与PID控制方法相比具有优异的动态响应。此外,为了保证所提出的并联模糊控制器的鲁棒性,还进行了多输入多输出(MIMO)稳定性分析。
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来源期刊
Iranian Journal of Electrical and Electronic Engineering
Iranian Journal of Electrical and Electronic Engineering Engineering-Electrical and Electronic Engineering
CiteScore
1.70
自引率
0.00%
发文量
13
审稿时长
12 weeks
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