将偏积分方程表示法扩展到 GPDE 输入-输出系统

IF 7 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Automatic Control Pub Date : 2024-11-25 DOI:10.1109/TAC.2024.3505954
Sachin Shivakumar;Amritam Das;Siep Weiland;Matthew Peet
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引用次数: 0

摘要

偏微分方程(PDE)的偏积分方程(PIE)表示允许使用计算可处理的算法进行分析,模拟和最优控制。但是,PIE表示以前还没有扩展到许多复杂的、高阶的pde,这些pde可能在推测或基于数据的模型中遇到。在本文中,我们提出了一大类这样的PDE模型的PIE表示,包括高阶导数、边值输入和与常微分方程的耦合。实现这种扩展的主要技术贡献是对重复积分的柯西规则的推广。通过开源软件PIETOOLS中的PDE建模接口,简化了将复杂的PDE模型转换为PIE的过程。通过数值试验和实例验证了偏微分方程控制器的综合和仿真。
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Extension of the Partial Integral Equation Representation to GPDE Input–Output Systems
Partial integral equation (PIE) representation of a partial differential equation (PDE) allows using computationally tractable algorithms for analysis, simulation, and optimal control. However, the PIE representation has not previously been extended to many of the complex, higher order PDEs that may be encountered in speculative or data-based models. In this article, we propose PIE representations for a large class of such PDE models, including higher order derivatives, boundary-valued inputs, and coupling with ordinary differential equations. The main technical contribution that enables this extension is a generalization of Cauchy's rule for repeated integration. The process of conversion of a complex PDE model to a PIE is simplified through a PDE modeling interface in the open-source software PIETOOLS. Numerical tests and illustrations are used to demonstrate the controller synthesis and simulation of PDEs.
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来源期刊
IEEE Transactions on Automatic Control
IEEE Transactions on Automatic Control 工程技术-工程:电子与电气
CiteScore
11.30
自引率
5.90%
发文量
824
审稿时长
9 months
期刊介绍: In the IEEE Transactions on Automatic Control, the IEEE Control Systems Society publishes high-quality papers on the theory, design, and applications of control engineering. Two types of contributions are regularly considered: 1) Papers: Presentation of significant research, development, or application of control concepts. 2) Technical Notes and Correspondence: Brief technical notes, comments on published areas or established control topics, corrections to papers and notes published in the Transactions. In addition, special papers (tutorials, surveys, and perspectives on the theory and applications of control systems topics) are solicited.
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