Index-Aware Model-Order Reduction for a Special Class of Nonlinear Differential-Algebraic Equations

نویسندگان

چکیده

Abstract We extend the index-aware model-order reduction method to systems of nonlinear differential-algebraic equations with a special term $$\mathbf{f}(\mathbf{E}\mathbf{x}),$$ f ( E x ) , where $$\mathbf{E}$$ is singular matrix. Such arise, for example, in spatial discretization gas flow pipeline networks. In practice, mathematical models real-life processes pose challenges when used numerical simulations, due complexity and system size. Model-order aims eliminate this problem by generating reduced-order that have lower computational cost simulate, yet accurately represent original large-scale behavior. However, direct simulation difficult hidden constraints which affect choice integration methods techniques. propose an extension class without any kind linearization. The proposed approach involves automatic decoupling into ordinary differential algebraic equations, based on linear obtained ignoring term, thanks additional structural condition. This allows applying standard techniques both parts worrying about index. same procedure can also be simulate schemes.

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ژورنال

عنوان ژورنال: Journal of Dynamics and Differential Equations

سال: 2021

ISSN: ['1040-7294', '1572-9222']

DOI: https://doi.org/10.1007/s10884-021-10063-9