An Input-to-State Safety Approach Toward Safe Control of a Class of Parabolic PDEs Under Disturbances

IF 4.9 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Control Systems Technology Pub Date : 2024-03-27 DOI:10.1109/TCST.2024.3379365
Tanushree Roy;Ashley Knichel;Satadru Dey
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Abstract

Distributed parameter systems (DPSs), modeled by partial differential equations (PDEs), are increasingly vulnerable to disturbances arising from various sources. Although the detection of disturbances in PDE systems has received considerable attention in the existing literature, safety control of PDEs under disturbances remains significantly underexplored. In this context, we explore a practical input-to-state safety (pISSf)-based control design approach for a class of DPSs modeled by linear parabolic PDEs. Specifically, we develop a control design framework for this class of system with both safety and stability guarantees based on control Lyapunov functional and control barrier functional. To illustrate our methodology, we apply our strategy to design a thermal control system for battery modules under disturbance. Several simulation studies are done to show the efficacy of our method.
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从输入到状态的安全方法,实现扰动下抛物线 PDEs 的安全控制
以偏微分方程(PDE)为模型的分布式参数系统(DPS)越来越容易受到各种来源干扰的影响。尽管偏微分方程系统中的扰动检测在现有文献中受到了相当大的关注,但对扰动下的偏微分方程安全控制的研究仍显不足。在此背景下,我们针对一类以线性抛物线 PDE 为模型的 DPS,探索了一种基于实用输入到状态安全(pISSf)的控制设计方法。具体来说,我们为这一类系统开发了一个控制设计框架,该框架基于控制 Lyapunov 函数和控制障碍函数,同时具有安全性和稳定性保证。为了说明我们的方法,我们将我们的策略应用于设计扰动下的电池模块热控制系统。我们进行了多项仿真研究,以展示我们方法的有效性。
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来源期刊
IEEE Transactions on Control Systems Technology
IEEE Transactions on Control Systems Technology 工程技术-工程:电子与电气
CiteScore
10.70
自引率
2.10%
发文量
218
审稿时长
6.7 months
期刊介绍: The IEEE Transactions on Control Systems Technology publishes high quality technical papers on technological advances in control engineering. The word technology is from the Greek technologia. The modern meaning is a scientific method to achieve a practical purpose. Control Systems Technology includes all aspects of control engineering needed to implement practical control systems, from analysis and design, through simulation and hardware. A primary purpose of the IEEE Transactions on Control Systems Technology is to have an archival publication which will bridge the gap between theory and practice. Papers are published in the IEEE Transactions on Control System Technology which disclose significant new knowledge, exploratory developments, or practical applications in all aspects of technology needed to implement control systems, from analysis and design through simulation, and hardware.
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