Development and validation of a battery model useful for discharging and charging power control and lifetime estimation

Accurate information on battery state-of-charge, expected battery lifetime, and expected battery cycle life is essential for many practical applications. In this paper, we develop a nonchemically based partially linearized (in battery power) inputoutput battery model, initially developed for lead-ac...

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Main Authors: Vivek Agarwal, Kasemsak Uthaichana, Raymond A. Decarlo, Lefteri H. Tsoukalas
Format: Journal
Published: 2018
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/50759
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-507592018-09-04T04:45:49Z Development and validation of a battery model useful for discharging and charging power control and lifetime estimation Vivek Agarwal Kasemsak Uthaichana Raymond A. Decarlo Lefteri H. Tsoukalas Energy Engineering Accurate information on battery state-of-charge, expected battery lifetime, and expected battery cycle life is essential for many practical applications. In this paper, we develop a nonchemically based partially linearized (in battery power) inputoutput battery model, initially developed for lead-acid batteries in a hybrid electric vehicle. We show that with properly tuned parameter values, the model can be extended to different battery types, such as lithium-ion, nickel-metal hydride, and alkaline. The validation results of the model against measured data in terms of power and efficiency at different temperatures are then presented. The model is incorporated with the recovery effect for accurate lifetime estimation. The obtained lifetime estimation results using the proposed model are similar to the ones predicted by the Rakhmatov and Virudhula battery model on a given set of typical loads at room temperature. A possible incorporation of the cycling effect, which determines the battery cycle life, in terms of the maximum available energy approximated at charge/discharge nominal power level is also suggested. The usage of the proposed model is computationally inexpensive, hence implementable in many applications, such as low-power system design, real-time energy management in distributed sensor network, etc. © 2006 IEEE. 2018-09-04T04:45:15Z 2018-09-04T04:45:15Z 2010-09-01 Journal 08858969 2-s2.0-77956051087 10.1109/TEC.2010.2043106 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=77956051087&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/50759
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Energy
Engineering
spellingShingle Energy
Engineering
Vivek Agarwal
Kasemsak Uthaichana
Raymond A. Decarlo
Lefteri H. Tsoukalas
Development and validation of a battery model useful for discharging and charging power control and lifetime estimation
description Accurate information on battery state-of-charge, expected battery lifetime, and expected battery cycle life is essential for many practical applications. In this paper, we develop a nonchemically based partially linearized (in battery power) inputoutput battery model, initially developed for lead-acid batteries in a hybrid electric vehicle. We show that with properly tuned parameter values, the model can be extended to different battery types, such as lithium-ion, nickel-metal hydride, and alkaline. The validation results of the model against measured data in terms of power and efficiency at different temperatures are then presented. The model is incorporated with the recovery effect for accurate lifetime estimation. The obtained lifetime estimation results using the proposed model are similar to the ones predicted by the Rakhmatov and Virudhula battery model on a given set of typical loads at room temperature. A possible incorporation of the cycling effect, which determines the battery cycle life, in terms of the maximum available energy approximated at charge/discharge nominal power level is also suggested. The usage of the proposed model is computationally inexpensive, hence implementable in many applications, such as low-power system design, real-time energy management in distributed sensor network, etc. © 2006 IEEE.
format Journal
author Vivek Agarwal
Kasemsak Uthaichana
Raymond A. Decarlo
Lefteri H. Tsoukalas
author_facet Vivek Agarwal
Kasemsak Uthaichana
Raymond A. Decarlo
Lefteri H. Tsoukalas
author_sort Vivek Agarwal
title Development and validation of a battery model useful for discharging and charging power control and lifetime estimation
title_short Development and validation of a battery model useful for discharging and charging power control and lifetime estimation
title_full Development and validation of a battery model useful for discharging and charging power control and lifetime estimation
title_fullStr Development and validation of a battery model useful for discharging and charging power control and lifetime estimation
title_full_unstemmed Development and validation of a battery model useful for discharging and charging power control and lifetime estimation
title_sort development and validation of a battery model useful for discharging and charging power control and lifetime estimation
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=77956051087&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/50759
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