Solution concepts for linear piecewise affine differential-algebraic equations

In this paper, we introduce a definition of solutions for linear piecewise affine differential-algebraic equations (PWA-DAEs). Firstly, to address the conflict between projector-based jump rule and active regions, we propose a concept called state-dependent jump path. Unlike the conventional perspective that treats jumps as discrete-time dynamics, we interpret them as continuous dynamics, parameterized by a virtual time-variable. Secondly, by adapting the hybrid time-domain solution theory for continuous-discrete hybrid systems, we define the concept of jump-flow solutions for PWA-DAEs with the help of Filippov solutions for differential inclusions. Subsequently, we study various boundary behaviors of jump-flow solutions. Finally, we apply the proposed solution concepts in simulating a state-dependent switching circuit.

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Published
2024-12-16
DOI
https://doi.org/10.1109/cdc56724.2024.10885793
Primary Topic
Numerical methods for differential equations
Type
article
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article

Solution concepts for linear piecewise affine differential-algebraic equations

Stephan Trenn, Yahao Chen
Numerical methods for differential equations
article

Solution concepts for linear piecewise affine differential-algebraic equations

Stephan Trenn, Yahao Chen
article en

Abstract

In this paper, we introduce a definition of solutions for linear piecewise affine differential-algebraic equations (PWA-DAEs). Firstly, to address the conflict between projector-based jump rule and active regions, we propose a concept called state-dependent jump path. Unlike the conventional perspective that treats jumps as discrete-time dynamics, we interpret them as continuous dynamics, parameterized by a virtual time-variable. Secondly, by adapting the hybrid time-domain solution theory for continuous-discrete hybrid systems, we define the concept of jump-flow solutions for PWA-DAEs with the help of Filippov solutions for differential inclusions. Subsequently, we study various boundary behaviors of jump-flow solutions. Finally, we apply the proposed solution concepts in simulating a state-dependent switching circuit.

University of Groningen (NL)
Openalex Percentile: Top 75%
Numerical methods for differential equations
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Solution concepts for linear piecewise affine differential-algebraic equations — Stephan Trenn, Yahao Chen · (2024) | TGRS Research Map | TGRS