Title :
On state space modeling and order reduction of Chua´s nonlinear model
Author :
Mehrotra, Monica ; Chandra, Dinesh ; Pandey, S.N.
Author_Institution :
Dept. of Electr. Eng., Motilal Nehru Nat. Inst. of Technol., Allahabad, India
Abstract :
This work presents the model order reduction of a nonlinear circuit consisting of resistors, capacitors and nonlinear cubic Chua diodes by the Trajectory Piecewise Linearization (TPWL) method. The TPWL method approximates a model of nonlinear differential equations by a weighted sum of linear systems with linear equations. For reducing the order of linear system of equations thus obtained, we have applied the reduction technique based on projection of the original state space to a state space of lower dimensional by Krylov projection technique via Arnoldi algorithm. The computational results obtained for the nonlinear circuit show a considerable reduction in model size.
Keywords :
Chua´s circuit; approximation theory; linear systems; nonlinear differential equations; nonlinear equations; piecewise linear techniques; reduced order systems; state-space methods; Arnoldi algorithm; Chua´s nonlinear model; Krylov projection technique; TPWL method; higher order nonlinear equations; linear equations; linear systems; model order reduction; nonlinear circuit; nonlinear cubic Chua diodes; nonlinear differential equations; state space modeling; trajectory piecewise linearization method; Biological system modeling; Chaos; Computational modeling; Equations; Mathematical model; Welding; Chua diode; Krylov projection; TPWL; model order reduction; nonlinear systems;
Conference_Titel :
Advanced Communication Control and Computing Technologies (ICACCCT), 2014 International Conference on
Conference_Location :
Ramanathapuram
Print_ISBN :
978-1-4799-3913-8
DOI :
10.1109/ICACCCT.2014.7019246