A Parallel Interval Modeling Framework for Nonlinear Systems: Application to a Modified Duffing Oscillator

The paper presents a mathematical framework for converting nonlinear dynamical systems into parallel forms. This framework replaces the exact system motion equations with interval equations, enabling the representation of nonlinear functions over piecewise linear domains. Such representation enables the description of system motions using linear-like differential equations, which can be analyzed and manipulated using well-known control methods. One such method is eigenvalue analysis, a powerful tool in classical control theory since many techniques rely on the system’s characteristic polynomial and its eigenvalues. We apply this method to define interval system eigenvalues and track their variation during system operation. These eigenvalues serve as the basis for partial fraction decomposition, transforming the series system model into a parallel structure. This transformation incorporates both real and complex-conjugate eigenvalues. Unlike classical approaches, our method accounts for subsystems with complex components, producing complex vector signals. We demonstrate the approach by converting a modified Duffing oscillator into parallel form and analyzing its outputs. The contribution is primarily conceptual and methodological, providing a decomposition framework rather than a performance-optimized numerical scheme.

Authors

Publication Details

Journal
Northeast Journal of Complex Systems
Published
2025-12-19
DOI
https://doi.org/10.63562/2577-8439.1125
Primary Topic
Numerical Methods and Algorithms
Type
article
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article

A Parallel Interval Modeling Framework for Nonlinear Systems: Application to a Modified Duffing Oscillator

Nina Volianska, Roman Voliansky
Northeast Journal of Complex Systems
Numerical Methods and Algorithms
article

A Parallel Interval Modeling Framework for Nonlinear Systems: Application to a Modified Duffing Oscillator

Nina Volianska, Roman Voliansky
article en

Abstract

The paper presents a mathematical framework for converting nonlinear dynamical systems into parallel forms. This framework replaces the exact system motion equations with interval equations, enabling the representation of nonlinear functions over piecewise linear domains. Such representation enables the description of system motions using linear-like differential equations, which can be analyzed and manipulated using well-known control methods. One such method is eigenvalue analysis, a powerful tool in classical control theory since many techniques rely on the system’s characteristic polynomial and its eigenvalues. We apply this method to define interval system eigenvalues and track their variation during system operation. These eigenvalues serve as the basis for partial fraction decomposition, transforming the series system model into a parallel structure. This transformation incorporates both real and complex-conjugate eigenvalues. Unlike classical approaches, our method accounts for subsystems with complex components, producing complex vector signals. We demonstrate the approach by converting a modified Duffing oscillator into parallel form and analyzing its outputs. The contribution is primarily conceptual and methodological, providing a decomposition framework rather than a performance-optimized numerical scheme.

Northeast Journal of Complex SystemsVol. 7(3)
Openalex Percentile: Top 60%
Numerical Methods and Algorithms
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A Parallel Interval Modeling Framework for Nonlinear Systems: Application to a Modified Duffing Oscillator — Nina Volianska, Roman Voliansky · Northeast Journal of Complex Systems (2025) | TGRS Research Map | TGRS