ANN Based AGC for Hybrid Nuclear-Wind Power System

M. Mishra, N. Saxena, P. Mishra
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引用次数: 6

Abstract

Zonal area around Nuclear Power Plant is kept vacant due to safety reasons. To increase the power output the wind mills can be implemented in the no man zone around nuclear plant if wind speed is appropriate. In this paper a hybrid nuclear-wind power system has been presented. Automatic Generation Control is implemented for frequency and power stability of integrated hybrid system which consist of proportional, integral and derivative controller. The controller is tuned by Ziegler Nichols, Nonlinear Control Design and Artificial Neural Network technique. Artificial Neural Network based Automatic Generation Controlled hybrid nuclear-wind power system gives better results.
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基于神经网络的核-风混合动力系统AGC
出于安全考虑,核电站周边区域保持空置状态。在风速适宜的情况下,可在核电站周围的无人区设置风力发电机组,以增加发电量。本文提出了一种核-风混合动力系统。由比例控制器、积分控制器和导数控制器组成的综合混合动力系统实现了频率和功率的自动发电控制。控制器采用齐格勒尼科尔斯、非线性控制设计和人工神经网络技术进行整定。基于人工神经网络的自动发电控制核-风混合发电系统取得了较好的效果。
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