Nonlinear modeling of all-solid-state battery technology based on Hammerstein-Wiener systems

Yousef Firouz; Joeri Van Mierlo; Peter Van Den Bossche; Yuki Katoh

doi:10.1109/EPEC47565.2019.9074779

Nonlinear modeling of all-solid-state battery technology based on Hammerstein-Wiener systems

Yousef Firouz, Joeri Van Mierlo, Peter Van Den Bossche, Yuki Katoh

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

3 Citations (Scopus)

Abstract

All-solid-state battery technology are one of the promising competitors of current liquid electrolyte-based lithium ion batteries due to high energy density characteristic. However, due to low ionic conductivity of solid materials, all-solid-state batteries become hot topic for research. In this paper we have developed a methodology based on block-oriented nonlinear system that is able to detect, quantize and model the battery voltage distortion. Two solid-state coin cell with different ionic conductivity at cathode interface are manufactured and excited with multisine signal. The Best Linear Approximation (BLA) method has been used to separate linear frequency response function (FRF) from nonlinear distortion which have been modeled with structural nonlinear modeling technique.

Original language	English
Title of host publication	2019 IEEE Electrical Power and Energy Conference, EPEC 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728134062
DOIs	https://doi.org/10.1109/EPEC47565.2019.9074779
Publication status	Published - Oct 2019
Event	2019 IEEE Electrical Power and Energy Conference, EPEC 2019 - Montreal, Canada Duration: 16 Oct 2019 → 18 Oct 2019

Publication series

Name	2019 IEEE Electrical Power and Energy Conference, EPEC 2019

Conference

Conference	2019 IEEE Electrical Power and Energy Conference, EPEC 2019
Country/Territory	Canada
City	Montreal
Period	16/10/19 → 18/10/19

Keywords

All-solid-state battery
block-oriented systems
Hammerstein- Wiener model
multisine excitation

Access to Document

10.1109/EPEC47565.2019.9074779

Cite this

Firouz, Y., Van Mierlo, J., Van Den Bossche, P., & Katoh, Y. (2019). Nonlinear modeling of all-solid-state battery technology based on Hammerstein-Wiener systems. In 2019 IEEE Electrical Power and Energy Conference, EPEC 2019 [9074779] (2019 IEEE Electrical Power and Energy Conference, EPEC 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EPEC47565.2019.9074779

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title = "Nonlinear modeling of all-solid-state battery technology based on Hammerstein-Wiener systems",

abstract = "All-solid-state battery technology are one of the promising competitors of current liquid electrolyte-based lithium ion batteries due to high energy density characteristic. However, due to low ionic conductivity of solid materials, all-solid-state batteries become hot topic for research. In this paper we have developed a methodology based on block-oriented nonlinear system that is able to detect, quantize and model the battery voltage distortion. Two solid-state coin cell with different ionic conductivity at cathode interface are manufactured and excited with multisine signal. The Best Linear Approximation (BLA) method has been used to separate linear frequency response function (FRF) from nonlinear distortion which have been modeled with structural nonlinear modeling technique.",

keywords = "All-solid-state battery, block-oriented systems, Hammerstein- Wiener model, multisine excitation",

author = "Yousef Firouz and {Van Mierlo}, Joeri and {Van Den Bossche}, Peter and Yuki Katoh",

year = "2019",

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doi = "10.1109/EPEC47565.2019.9074779",

language = "English",

series = "2019 IEEE Electrical Power and Energy Conference, EPEC 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2019 IEEE Electrical Power and Energy Conference, EPEC 2019",

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note = "2019 IEEE Electrical Power and Energy Conference, EPEC 2019 ; Conference date: 16-10-2019 Through 18-10-2019",

}

Firouz, Y, Van Mierlo, J , Van Den Bossche, P & Katoh, Y 2019, Nonlinear modeling of all-solid-state battery technology based on Hammerstein-Wiener systems. in 2019 IEEE Electrical Power and Energy Conference, EPEC 2019., 9074779, 2019 IEEE Electrical Power and Energy Conference, EPEC 2019, Institute of Electrical and Electronics Engineers Inc., 2019 IEEE Electrical Power and Energy Conference, EPEC 2019, Montreal, Canada, 16/10/19. https://doi.org/10.1109/EPEC47565.2019.9074779

Nonlinear modeling of all-solid-state battery technology based on Hammerstein-Wiener systems. / Firouz, Yousef; Van Mierlo, Joeri ; Van Den Bossche, Peter; Katoh, Yuki.

2019 IEEE Electrical Power and Energy Conference, EPEC 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 9074779 (2019 IEEE Electrical Power and Energy Conference, EPEC 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

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AU - Firouz, Yousef

AU - Van Mierlo, Joeri

AU - Van Den Bossche, Peter

AU - Katoh, Yuki

PY - 2019/10

Y1 - 2019/10

N2 - All-solid-state battery technology are one of the promising competitors of current liquid electrolyte-based lithium ion batteries due to high energy density characteristic. However, due to low ionic conductivity of solid materials, all-solid-state batteries become hot topic for research. In this paper we have developed a methodology based on block-oriented nonlinear system that is able to detect, quantize and model the battery voltage distortion. Two solid-state coin cell with different ionic conductivity at cathode interface are manufactured and excited with multisine signal. The Best Linear Approximation (BLA) method has been used to separate linear frequency response function (FRF) from nonlinear distortion which have been modeled with structural nonlinear modeling technique.

AB - All-solid-state battery technology are one of the promising competitors of current liquid electrolyte-based lithium ion batteries due to high energy density characteristic. However, due to low ionic conductivity of solid materials, all-solid-state batteries become hot topic for research. In this paper we have developed a methodology based on block-oriented nonlinear system that is able to detect, quantize and model the battery voltage distortion. Two solid-state coin cell with different ionic conductivity at cathode interface are manufactured and excited with multisine signal. The Best Linear Approximation (BLA) method has been used to separate linear frequency response function (FRF) from nonlinear distortion which have been modeled with structural nonlinear modeling technique.

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KW - block-oriented systems

KW - Hammerstein- Wiener model

KW - multisine excitation

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Firouz Y, Van Mierlo J , Van Den Bossche P, Katoh Y. Nonlinear modeling of all-solid-state battery technology based on Hammerstein-Wiener systems. In 2019 IEEE Electrical Power and Energy Conference, EPEC 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 9074779. (2019 IEEE Electrical Power and Energy Conference, EPEC 2019). https://doi.org/10.1109/EPEC47565.2019.9074779

Nonlinear modeling of all-solid-state battery technology based on Hammerstein-Wiener systems

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