基于安全攻击和博弈论防御者动作的两区域系统负荷频率控制

S. Khadarvali, V. Madhusudhan, R. Kiranmayi
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引用次数: 0

摘要

电力系统中的网络攻击会造成严重的破坏,导致少数设备发生故障,甚至导致整个电力系统停运。近年来,博弈论作为一种检测电力系统网络攻击的工具被广泛应用。利用博弈论固有的攻击者和防御者之间的相互作用来检测电力系统中的网络攻击。本文对负荷频率控制器控制的两区电力系统进行了网络攻击检测。采用蚁狮优化方法对负荷频率控制器中的积分控制器进行整定。在提出的基于博弈论的攻击检测算法上,对恒定注入、偏置注入、过补偿和负补偿等网络攻击进行了测试。认为智能电表是通过篡改电力系统的原始数据而受到攻击的。开发了基于MATLAB的实现,并观察到在考虑的两区系统中防守者的动作是令人满意的。在两区系统中,对负荷频率控制器中的积分控制器进行整定也是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Load Frequency Control of Two Area System with Security Attack and Game Theory Based Defender Action Using ALO Tuned Integral Controller
Cyber-attacks in electrical power system causes serious damages causing breakdown of few equipment to shutdown of the complete power system. Game theory is used as a tool to detect the cyber-attack in the power system recently. Interaction between the attackers and the defenders which is the inherent nature of the game theory is exploited to detect the cyber-attack in the power system. This paper implements the cyber-attack detection on a two-area power system controlled using the Load Frequency controller. Ant Lion Optimization is used to tune the integral controller applied in the Load Frequency Controller. Cyber-attacks that include constant injection, bias injection, overcompensation, and negative compensation are tested on the Game theory-based attack detection algorithm proposed. It is considered that the smart meters are attacked with the attacks by manipulating the original data in the power system. MATLAB based implementation is developed and observed that the defender action is satisfactory in the two-area system considered. Tuning of integral controller in the Load Frequency controller in the two-area system is also observed to be effective.
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