基于内部网络攻击检测器的网络控制系统智能广义预测控制策略

A. A. Yaseen, M. Bayart
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引用次数: 3

摘要

广义预测控制器(GPC)是网络控制系统(NCS)中首选的控制器实现方法。然而,标准GPC的预测特性削弱了对远程工厂侧网络攻击的快速检测能力。本文提出了一种智能广义预测控制器(IGPC),作为标准广义预测控制器的改进。IGPC与内部网络攻击检测器一起设计;这是通过一种特定的计算算法,将电厂的预测非线性项与实际非线性项进行比较。测试结果表明,该方法可以有效地用于网络攻击的检测。
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Intelligent Generalized Predictive Control strategy for Networked Control System with an internal cyber-attack detector
The Generalized Predictive Controller (GPC) is a preferred controller implementation method in the Networked Control System (NCS). However, the prediction feature of the standard GPC weakens the ability for fast detection of cyber-attack on the remote plant side. This paper proposes an Intelligent Generalized Predictive Controller (IGPC) as an enhancement for the standard GPC. The IGPC is designed along with an internal cyber-attack detector; this one is based on the comparison between the predicted and actual nonlinear terms of the plant by a specific computation algorithm. The test result of the proposed method shows that it can be significantly used for detection of the cyber-attack.
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