Litcius/Paper detail

Model Order Reduction for Linear Time-Invariant System With Symmetric Positive-Definite Matrices: Synthesis of Cauer-Equivalent Circuit

Shingo Hiruma, Hajime Igarashi

2020IEEE Transactions on Magnetics22 citationsDOIOpen Access PDF

Abstract

This article introduces a new model order reduction method for a linear time-invariant system with symmetric positive-definite matrices. The proposed method allows the construction of a reduced model, represented by a Cauer-equivalent circuit, from the original system. The method is developed by extending the Cauer ladder network method for the quasi-static Maxwell's equations, which is shown to be regarded as the Lanczos algorithm with respect to a self-adjoint matrix. As a numerical example, a Cauer-equivalent circuit is generated from a simple mathematical model as well as the finite-element (FE) model of a magnetic reactor that is driven by a pulsewidth modulation voltage wave. The instantaneous power obtained from the circuit analysis is shown to be in good agreement with that obtained from the original FE model.

Topics & Concepts

Positive-definite matrixLinear systemModel order reductionMathematicsReduction (mathematics)LTI system theorySymmetric matrixMathematical analysisControl theory (sociology)Computer sciencePhysicsAlgorithmQuantum mechanicsControl (management)Eigenvalues and eigenvectorsProjection (relational algebra)Artificial intelligenceGeometryModel Reduction and Neural NetworksNumerical methods for differential equationsElectromagnetic Simulation and Numerical Methods
Model Order Reduction for Linear Time-Invariant System With Symmetric Positive-Definite Matrices: Synthesis of Cauer-Equivalent Circuit | Litcius