Application of Distribution of Relaxation Times Method in Polymer Electrolyte Membrane Water Electrolyzer

42 Pages Posted: 6 Jun 2022

See all articles by Yangyang Li

Yangyang Li

Tsinghua University

Yayang Jiang

Tsinghua University

Jian Dang

Tsinghua University

Xintao Deng

Tsinghua University

Biao Liu

Tsinghua University

Jugang Ma

Tsinghua University

Fuyuan Yang

Tsinghua University

Minggao Ouyang

Tsinghua University - State Key Laboratory of Automotive Safety and Energy

Xiaojun Shen

Tongji University

Abstract

Distribution of relaxation times (DRT) is a well-established way of deconvoluting electrochemical impedance spectroscopy (EIS) data from electrochemical component, such as fuel cells and battery, which can provide a deeper insight into electrode reactions and give the different time constant in each process, besides, it can be used to develop the most accurate equivalent circuit models without the input of any information of circuit architecture. This paper first implemented DRT methods in the polymer electrolyte membrane water electrolyzer (PEMEC), besides, and the regularization parameter, characteristic parameters and frequency factors of solving process are introduced. The results show that (1) DRT method represents the original impedance spectrum of hydrogen production in the form of three characteristic peaks, which correspond to the main polarization processes in hydrogen production system, including water/gas diffusion, hydrogen evolution reaction (HER) and oxygen evolution reaction (OER) reactions and proton transfer processes, respectively, besides, the number of peaks is the number of each RQ loop. (2) The optimal regularization parameter is 0.01 in different current and temperature. (3) The frequency of water/gas diffusion, HER and OER reactions and proton transfer processes is 0.1-60Hz, 100-1000Hz and 2000-4000Hz, respectively. (4) DRT methods couples with genetic algorithm can effectively identify various types of polarization impedance corresponding to different characteristic frequencies without equivalent circuit model.

Keywords: PEMEC, DRT, HER and OER reactions, Proton transfer, Genetic algorithm

Suggested Citation

Li, Yangyang and Jiang, Yayang and Dang, Jian and Deng, Xintao and Liu, Biao and Ma, Jugang and Yang, Fuyuan and Ouyang, Minggao and Shen, Xiaojun, Application of Distribution of Relaxation Times Method in Polymer Electrolyte Membrane Water Electrolyzer. Available at SSRN: https://ssrn.com/abstract=4128568 or http://dx.doi.org/10.2139/ssrn.4128568

Yangyang Li (Contact Author)

Tsinghua University ( email )

Beijing, 100084
China

Yayang Jiang

Tsinghua University ( email )

Beijing, 100084
China

Jian Dang

Tsinghua University ( email )

Beijing, 100084
China

Xintao Deng

Tsinghua University ( email )

Beijing, 100084
China

Biao Liu

Tsinghua University ( email )

Beijing, 100084
China

Jugang Ma

Tsinghua University ( email )

Beijing, 100084
China

Fuyuan Yang

Tsinghua University ( email )

Beijing, 100084
China

Minggao Ouyang

Tsinghua University - State Key Laboratory of Automotive Safety and Energy ( email )

Xiaojun Shen

Tongji University ( email )

1239 Siping Road
Shanghai, 200092
China

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