Actuator Cyberattack Handling Using Lyapunov-based Economic Model Predictive Control

被引:2
作者
Rangan, Keshav Kasturi [1 ]
Oyama, Henrique [1 ]
Durand, Helen [1 ]
机构
[1] Wayne State Univ, Dept Chem Engn & Mat Sci, Detroit, MI 48202 USA
关键词
Nonlinear processes; model predictive control; cybersecurity; nonlinear control; actuators; NONLINEAR-SYSTEMS;
D O I
10.1016/j.ifacol.2022.07.491
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cybersecurity has gained increasing interest as a consequence of the potential impacts of cyberattacks on profits and safety. While attacks can affect various components of a plant, prior work from our group has focused on the impact of cyberattacks on control components such as process sensors and actuators and the development of detection strategies for cybersecurity derived from control theory. In this work, we provide greater focus on actuator attacks; specifically, we extend a detection and control strategy previously applied for sensor attacks and based on an optimization-based control technique called Lyapunov-based economic model predictive control (LEMPC) to detect attacks impacting the control action applied by the actuators when the state measurements provided to the controller are accurate. Closed-loop stability guarantees are rigorously derived. A continuous stirred tank reactor is simulated to elucidate aspects of the detection strategy proposed. Copyright (c) 2022 The Authors. This is an open access article under the CC BY-NC-ND license(https://creativecommons.org/licenses/by-nc-nd/4.0/)
引用
收藏
页码:489 / 494
页数:6
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