arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2004.05776eess.SYcs.SY
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基于Narma-L2控制器的太阳能PV和光热集成微电网负荷频率控制

Load Frequency Control of Solar PV and Solar Thermal Integrated Micro grid using Narma-L2 Controller

Sambit Dash

摘要:

本文提出了一种新的方法,负载频率控制的微电网集成太阳能光伏和太阳能热发电机。基于自回归滑动平均算法(NARMA)的非线性自适应控制器被用来控制系统的频率。这种控制器的目的是调节和最小化由于负载变化引起的频偏。此外,一种新的元启发式方法,称为修改鲸鱼优化算法(MWOA)用于创建一个最佳的PID控制器用于频率控制。最后,提出的NARMA-L2控制器,WOA整定PID控制器和传统的PID控制器之间的比较研究。从一系列的实验,它的结论是,建议NARMA-L2控制器优于其他技术的频率控制,并给出了最好的结果,在超调量和建立时间。

英文摘要:

In this paper a novel approach to load frequency control of a microgrid with integrated Solar PV and Solar thermal generator is presented. A nonlinear adaptive controller based on an autoregressive moving average algorithm (NARMA) is used to control the frequency of the system. The objective of such a controller is to regulate and minimize frequency deviation due load changes. Further, a novel metaheuristic approach called Modified Whale Optimization Algorithm (MWOA) is used for creating an optimal PID controller to be used for frequency control. Finally, a comparative study between the proposed NARMA-L2 controller, WOA tuned PID controller and conventional PID controller is presented. From a series of experiments, it is concluded that the proposed NARMA-L2 controller outperforms other techniques of frequency control and gives the best result in terms of overshoot and settling time.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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