Set-Based Robust Control Co-Design: Application to a Hybrid Thermal Management System

Abstract Control co-design (CCD) techniques are effective design tools for systems with highly transient operation, such as vehicle power and thermal management systems, where electrification necessitates a shift away from steady-state cooling solutions to transient thermal management that can respond to dynamic heat generation. The primary control objective of such systems is guaranteeing robustness to uncertainty in exogenous disturbance signals. Set-based methods are well suited for solving such optimization problems due to their ability to guarantee satisfaction of safety constraints. While a principal challenge with set-based methods is their computational expense, recent work has provided new ways to exactly and efficiently conduct set-based optimization for mixed logical dynamical (MLD) systems. In this work, we show how these methods can be applied to the problem of robust CCD for a hybrid thermal management system subject to a time-varying disturbance set.

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Publication Details

Journal
ASME Letters in Dynamic Systems and Control
Published
2025-02-10
DOI
https://doi.org/10.1115/1.4067895
Primary Topic
Embedded Systems Design Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Set-Based Robust Control Co-Design: Application to a Hybrid Thermal Management System

Trevor J. Bird, Neera Jain, Herschel C. Pangborn, Demetrius Gulewicz
ASME Letters in Dynamic Systems and Control
Embedded Systems Design Techniques
article

Set-Based Robust Control Co-Design: Application to a Hybrid Thermal Management System

Trevor J. Bird, Neera Jain, Herschel C. Pangborn, Demetrius Gulewicz
article en

Abstract

Abstract Control co-design (CCD) techniques are effective design tools for systems with highly transient operation, such as vehicle power and thermal management systems, where electrification necessitates a shift away from steady-state cooling solutions to transient thermal management that can respond to dynamic heat generation. The primary control objective of such systems is guaranteeing robustness to uncertainty in exogenous disturbance signals. Set-based methods are well suited for solving such optimization problems due to their ability to guarantee satisfaction of safety constraints. While a principal challenge with set-based methods is their computational expense, recent work has provided new ways to exactly and efficiently conduct set-based optimization for mixed logical dynamical (MLD) systems. In this work, we show how these methods can be applied to the problem of robust CCD for a hybrid thermal management system subject to a time-varying disturbance set.

ASME Letters in Dynamic Systems and ControlVol. 5(3)
Pennsylvania State University (US), Purdue University West Lafayette (US), Park University (US), PC Krause & Associates (United States) (US)
Openalex Percentile: Top 98%
Embedded Systems Design Techniques
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