论文标题
使用NARMA-L2控制器的太阳能光伏和太阳能热集成网格的负载频率控制
Load Frequency Control of Solar PV and Solar Thermal Integrated Micro grid using Narma-L2 Controller
论文作者
论文摘要
在本文中，提出了一种新型的微电网加载频率控制的方法，该方法具有集成的太阳PV和太阳热发电机。基于自回归运动平均算法（NARMA）的非线性自适应控制器用于控制系统的频率。这种控制器的目的是调节和最大程度地减少适当负载变化的频率偏差。此外，一种称为修饰的鲸鱼优化算法（MWOA）的新型荟萃方法用于创建用于频率控制的最佳PID控制器。最后，提出了提出的NARMA-L2控制器，WOA调谐PID控制器和常规PID控制器之间的比较研究。从一系列实验中，可以得出结论，所提出的NARMA-L2控制器的表现优于其他频率控制技术，并在过时和安定时间方面可以提供最佳结果。
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.
