DocumentCode
2305546
Title
Study on Genetic Algorithm in Estimating the Initial Value of EIS Equivalent Circuit
Author
Wang, Haiying ; Li, Gechen ; Yu, Zhilong ; Wang, Xuefei
Author_Institution
Dept. of Autom., Harbin Univ. of Sci. & Technol., Harbin, China
Volume
4
fYear
2009
fDate
19-21 May 2009
Firstpage
507
Lastpage
510
Abstract
Most of the software, which is used in fitting chart of EIS, such as EQUIVCRT, is not very effective in dealing with the problem of estimating the initial value, which influences the success of fitting chart directly. This paper, applying genetic algorithms to estimate the initial value of equivalent circuit and combining Gauss-Newton arithmetic, solved the problem effectively.
Keywords
arithmetic; electrochemical impedance spectroscopy; equivalent circuits; genetic algorithms; EIS equivalent circuit; Gauss-Newton arithmetic; fitting chart; genetic algorithm; initial value estimation; Arithmetic; Automation; Convergence; Equivalent circuits; Genetic algorithms; Genetic mutations; Least squares methods; Newton method; Recursive estimation; Software engineering;
fLanguage
English
Publisher
ieee
Conference_Titel
Software Engineering, 2009. WCSE '09. WRI World Congress on
Conference_Location
Xiamen
Print_ISBN
978-0-7695-3570-8
Type
conf
DOI
10.1109/WCSE.2009.306
Filename
5319609
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