Analysis of impedance spectroscopy of aqueous supercapacitors by evolutionary programming: Finding DFRT from complex capacitance
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @Article{Oz:2016:SSI,
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author = "Alon Oz and Shany Hershkovitz and Nataly Belman and
Ervin Tal-Gutelmacher and Yoed Tsur",
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title = "Analysis of impedance spectroscopy of aqueous
supercapacitors by evolutionary programming: Finding
{DFRT} from complex capacitance",
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journal = "Solid State Ionics",
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volume = "288",
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pages = "311--314",
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year = "2016",
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note = "Proceedings of the 20th International Conference on
Solid State Ionics SSI-20",
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keywords = "genetic algorithms, genetic programming Impedance
spectroscopy, Complex capacitance, Aqueous
supercapacitor, Distribution of relaxation times",
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ISSN = "0167-2738",
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DOI = "doi:10.1016/j.ssi.2015.11.008",
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URL = "http://www.sciencedirect.com/science/article/pii/S0167273815004142",
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abstract = "Electrochemical impedance spectroscopy (EIS) of
aqueous-electrolyte supercapacitors can shed light on
the physical processes occurring within the cell, given
a proper analysis technique. Impedance Spectroscopy
Genetic Programming (ISGP) is a novel technique to
analyse EIS data. ISGP finds a functional form of the
distribution of relaxation times using genetic
algorithm and offers a detailed quantitative analysis.
In this work, EIS data of aqueous-electrolyte
supercapacitors were analysed by transforming the data
to complex capacitance representation. A distribution
function of relaxation times (DFRT) model was obtained,
comprised of two peaks, each correlated with a
different physical process (diffusion and EDLC
formation). Two cell configurations were examined and
the differences regarding capacitance distribution and
diffusion rates are presented.",
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notes = "Also known as \cite{Oz2016311}
The Nancy and Stephen Grand Technion Energy Program,
Technion, Israel Institute of Technology, Haifa
3200003, Israel",
- }
Genetic Programming entries for
Alon Oz
Shany Hershkovitz
Nataly Belman
Ervin Tal-Gutelmacher
Yoed Tsur
Citations