Time-Domain Battery Impedance Identification Under Piecewise Constant Current Excitation

被引:2
作者
Carbone, Paolo [1 ]
De Angelis, Alessio [1 ]
Moschitta, Antonio [1 ]
Santoni, Francesco [1 ]
机构
[1] Univ Perugia, Dept Engn, I-06125 Perugia, Italy
关键词
~Battery management; signal processing; spec-troscopy; system modeling; PARAMETER-IDENTIFICATION; MULTISINE SIGNALS; ION; CIRCUIT; DESIGN;
D O I
10.1109/TIM.2023.3281629
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This article shows how to model the voltage response of a battery excited by a piecewise constant current source. Modeling is done both by using a mathematical approach based on an orthonormal basis of functions and a fractional-order model, both identified in the time domain. The equivalent circuit model is based on the usage of the Mittag-Leffler function and on the proposal of a technique to ease the computational burden. The developed methods allow the reduction of the estimation times without approximating the exact solutions of the equivalent circuit model. Experimental results are aimed at validating both models. Outcomes obtained in the time-domain are compared with corresponding results obtained through electrochemical impedance spectroscopy (EIS) in the frequency-domain. Additional experimental results validate the approach using a standardized profile of discharge currents applied to an initially charged battery.
引用
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页数:10
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共 47 条
[31]   A Compact Ultra-Low Power Physical Unclonable Function Based on Time-Domain Current Difference Measurement [J].
Lin, Shibang ;
Cao, Yuan ;
Zhao, Xiaojin ;
Wang, Xiao ;
Pan, Xiaofang .
2016 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2016, :277-280
[32]   Identification and classification of transient pulses observed in magnetometer array data by time-domain principal component analysis filtering [J].
Karl N.Kappler ;
Daniel D.Schneider ;
Laura S.Mac Lean ;
Thomas E.Bleier .
Earthquake Science, 2017, 30 (04) :191-205
[33]   Advanced Fractional-Order Lithium-Ion Capacitor Model With Time-Domain Parameter Identification Method [J].
Song, Shuang ;
Zhang, Xiong ;
An, Yabin ;
Ma, Yanwei .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 69 (12) :13808-13817
[34]   Initialization of a fractional order identification algorithm applied for Lithium-ion battery modeling in time domain [J].
Eddine, Achraf Nasser ;
Huard, Benoit ;
Gabano, Jean-Denis ;
Poinot, Thierry .
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2018, 59 :375-386
[35]   Time-Domain Dielectric Response Characteristics of Oil-Immersed Paper Bushings Under Radial Nonuniform Moisture [J].
Zhang, Yiyi ;
Yang, Liuting ;
Su, Zhicheng ;
Wei, Wenchang ;
Dong, Chengye ;
Huang, Ziyue ;
Hua, Jinyi .
IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 2024, 31 (02) :1079-1086
[36]   Capacitance Estimation for Electrical Capacitance Tomography Sensors Using Digital Processing of Time-Domain Voltage Response to Single-Pulse Excitation [J].
Ramakrishnan, Praveen Kalarickel ;
Westwood, Timothy ;
Gouveia, Tome Magalhaes ;
Taani, Mahdi ;
de Jager, Kylie ;
Murdoch, Kenny ;
Orlov, Andrey A. ;
Ozhgibesov, Mikhail S. ;
Propodalina, Tatiana V. ;
Wojtowicz, Natalia .
ELECTRONICS, 2023, 12 (15)
[37]   Simultaneous identification of structural parameters and dynamic loads in time-domain using partial measurements and state-space approach [J].
Bitro, Zakaria ;
Batou, Anas ;
Ouyang, Huajiang .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2024, 210
[38]   Digital Current Control in a Rotating Reference Frame-Part I: System Modeling and the Discrete Time-Domain Current Controller With Improved Decoupling Capabilities [J].
Hoffmann, Nils ;
Fuchs, Friedrich W. ;
Kazmierkowski, Marian P. ;
Schroeder, Dierk .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2016, 31 (07) :5290-5305
[39]   Time-Domain Analysis for Current Control in Single-Phase Distribution Networks Using SMES Devices With PWM-CSCs [J].
Montoya, O. D. ;
Gil-Gonzalez, W. .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2018, 46 (18) :1938-1947
[40]   Unified time-domain formulation of switching frequency for hysteresis current controlled AC/DC and DC/AC grid connected converters [J].
Gautam, Shweta ;
Gupta, Rajesh .
IET POWER ELECTRONICS, 2013, 6 (04) :683-692