Title :
Second-Order Balanced Truncation for Passive-Order Reduction of RLCK Circuits
Author :
Yan, Boyuan ; Tan, Sheldon X D ; McGaughy, Bruce
Author_Institution :
Dept. of Electr. Eng., California Univ., Riverside, CA
Abstract :
In this paper, we propose a novel model-order reduction (MOR) approach, second-order balanced truncation (BT) for passive-order reduction (SBPOR), which is the first second-order BT method proposed for passive reduction of RLCK circuits. By exploiting the special structure information in the circuit formulation, second-order Gramians are defined based on a symmetric first-order realization in descriptor from. As a result, SBPOR can perform the traditional balancing with passivity-preserving congruency transformation at the cost of solving one generalized Lyapunov equation. Owing to the second-order formulation, SBPOR also preserves the structure information inherent to RLCK circuits. We further propose, second-order Gramian approximation (SOGA) version of SBPOR , to mitigate high computational cost of solving Lyapunov equation. Experimental results demonstrate that SBPOR and SOGA are globally more accurate than the Krylov subspace based approaches.
Keywords :
Lyapunov methods; RLC circuits; circuit complexity; reduced order systems; Lyapunov equation; RLCK circuits; SBPOR; first-order realization; model-order reduction; passive-order reduction; second-order Gramians; second-order balanced truncation; Krylov subspace; model-order reduction (MOR); projection; simulation; truncated balanced realization (TBR);
Journal_Title :
Circuits and Systems II: Express Briefs, IEEE Transactions on
DOI :
10.1109/TCSII.2008.925655