DocumentCode
1657028
Title
A GPU-accelerated envelope-following method for switching power converter simulation
Author
Liu, Xue-Xin ; Tan, Sheldon X -D ; Wang, Hai ; Yu, Hao
Author_Institution
Dept. Electr. Eng., Univ. of California, Riverside, CA, USA
fYear
2012
Firstpage
1349
Lastpage
1354
Abstract
In this paper, we propose a new envelope-following parallel transient analysis method for the general switching power converters. The new method first exploits the parallelisim in the envelope-following method and parallelize the Newton update solving part, which is the most computational expensive, in GPU platforms to boost the simulation performance. To further speed up the iterative GMRES solving for Newton update equation in the envelope-following method, we apply the matrix-free Krylov basis generation technique, which was previously used for RF simulation. Last, the new method also applies more robust Gear-2 integration to compute the sensitivity matrix instead of traditional integration methods. Experimental results from several integrated on-chip power converters show that the proposed GPU envelope-following algorithm leads to about 10× speedup compared to its CPU counterpart, and 100× faster than the traditional envelop-following methods while still keeps the similar accuracy.
Keywords
graphics processing units; matrix algebra; power convertors; sensitivity; switching convertors; CPU counterpart; GPU-accelerated envelope-following transient analysis method; RF simulation; iterative GMRES; on-chip power converter simulation; sensitivity matrix-free Krylov basis generation technique; Equations; Graphics processing unit; Jacobian matrices; Mathematical model; Sensitivity; Transient analysis; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2012
Conference_Location
Dresden
ISSN
1530-1591
Print_ISBN
978-1-4577-2145-8
Type
conf
DOI
10.1109/DATE.2012.6176701
Filename
6176701
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