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A Case Study on Improving Capacity Delivery of Battery Packs via Reconfiguration

Published: 20 February 2017 Publication History

Abstract

Cell imbalance in large battery packs degrades their capacity delivery, especially for cells connected in series where the weakest cell dominates their overall capacity. In this article, we present a case study of exploiting system reconfigurations to mitigate the cell imbalance in battery packs. Specifically, instead of using all the cells in a battery pack to support the load, selectively skipping cells to be discharged may actually enhance the pack’s capacity delivery. Based on this observation, we propose CSR, a Cell Skipping-assisted Reconfiguration algorithm that identifies the system configuration with (near)-optimal capacity delivery. We evaluate CSR using large-scale emulation based on empirically collected discharge traces of 40 lithium-ion cells. CSR achieves close-to-optimal capacity delivery when the cell imbalance in the battery pack is low and improves the capacity delivery by about 20% and up to 1x in the case of a high imbalance.

References

[1]
AA1Car. 2016. Honda Civic Hybrid Battery Failure. (Retrieved from http://www.aa1car.com/library/honda_civic_hybrid_battery.htm.
[2]
Mahmoud Alahmad, Herb Hess, Mohammad Mojarradi, William West, and Jay Whitacre. 2008. Battery switch array system with application for JPL’s rechargeable micro-scale batteries. Journal of Power Sources 177, 2 (2008), 566--578.
[3]
Anirudh Badam, Ranveer Chandra, Jon Dutra, Anthony Ferrese, Steve Hodges, Pan Hu, Julia Meinershagen, Thomas Moscibroda, Bodhi Priyantha1, and Evangelia Skiani. 2015. Software defined batteries. In SOSP’15.
[4]
Wolfgang Banzhaf, Peter Nordin, Robert Keller, and Frank Francone. 1998. Genetic Programming -- An Introduction. Morgan Kaufmann.
[5]
Yevgen Barsukov and Jinrong Qian. 2013. Battery Power Management for Portable Devices. Artech House, Chapter 4.
[6]
D. Belov and Mo-Hua Yang. 2008. Failure mechanism of Li-ion battery at overcharge conditions. Journal of Solid State Electrochemistry 12, 7 (2008), 885--894.
[7]
Henk Jan Bergveld, Wanda S. Kruijt, and Peter H. L. Notten. 2002. Battery Management Systems: Design by Modeling. Kluwer Academic.
[8]
Bradley Berman. 2012. Tesla Battery Failures Make Bricking a Buzzword. Retrieved from http://www.nytimes.com/2012/03/04/automobiles/Tesla-Battery-Failures-Make-Bricking-a-Buzzword.html.
[9]
S. Chandra, D. F. Gayme, and A. Chakrabortty. 2014. Coordinating wind farms and battery management systems for inter-area oscillation damping: A frequency-domain approach. IEEE Transactions on Power Systems 29, 3 (May 2014), 1454--1462.
[10]
Song Ci, Jiucai Zhang, Hamid Sharif, and Mahmoud Alahmad. 2012a. Dynamic reconfigurable multi-cell battery: A novel approach to improve battery performance. In APEC’12.
[11]
Song Ci, Jiucai Zhang, Hamid Sharif, and Mahmoud Alahmadu. 2012b. A novel design of adaptive reconfigurable multiple battery for power-aware embedded networked sensing systems. In GLOBECOM’12.
[12]
Lee H. Goldberg. 2011. Battery cell balancing for improved performance in EVs. Electronic Products Magazine (2011).
[13]
Liang He, Lipeng Gu, Linghe Kong, Yu Gu, Cong Liu, and Tian He. 2013. Exploring adaptive reconfiguration to optimize energy efficiency in large-scale battery systems. In RTSS’13.
[14]
Liang He, Yu Gu, Cong Liu, Ting Zhu, and Kang G. Shin. 2015. SHARE: SoH-aware reconfiguration to enhance deliverable capacity of large-scale battery packs. In ICCPS’15.
[15]
Liang He, Eugene Kim, and Kang G. Shin. 2016. Resting weak cells to improve battery pack’s capacity delivery via reconfiguration. In ICCPS’16.
[16]
Liang He, Linghe Kong, Siyu Lin, Shaodong Ying, Yu Gu, Tian He, and Cong Liu. 2014. Reconfiguration-assisted charging in large-scale Lithium-ion battery systems. In ICCPS’14.
[17]
Fangjian Jin and Kang G. Shin. 2012. Pack sizing and reconfiguration for management of large-scale batteries. In ICCPS’12.
[18]
Hahnsang Kim and Kang G. Shin. 2009. On dynamic reconfiguration of a large-scale battery system. In RTAS’09.
[19]
Hahnsang Kim and Kang G. Shin. 2010. Dependable, efficient, scalable architecture for management of large-scale batteries. In ICCPS’10.
[20]
Taesic Kim. 2012. A hybrid battery model capable of capturing dynamic circuit characteristics and nonlinear capacity effects. Master Thesis, University of Nebraska-Lincoln.
[21]
Taesic Kim, Wei Qiao, and Liyan Qu. 2012. A series-connected self-reconfigurable multicell battery capable of safe and effective charging/discharging and balancing operations. In APEC’12.
[22]
Younghyun Kim, Sangyoung Park, Yanzhi Wang, Qing Xie, Naehyuck Chang, Massimo Poncino, and Massoud Pedram. 2011. Balanced reconfiguration of storage banks in a hybrid electrical energy storage system. In ICCAD’11.
[23]
Long Lam and Pavol Bauer. 2013. Practical capacity fading model for Li-Ion battery cells in electric vehicles. IEEE Transactions on Power Electronics 28, 12 (2013), 5910--5918.
[24]
B. A. M. Modenaar. 2010. Reconfigurable battery system for ultra fast charging of industrial electric vehicles. Master Thesis, Delft University of Technology (2010).
[25]
Noshin Omar, Peter Van den Bossche, Thierry Coosemans, and Joeri Van Mierlo. 2013. Peukert revisited: Critical appraisal and need for modification for Lithium-Ion batteries. Energies 6, 11 (2013), 5625--5641.
[26]
Delyan Raychev, Youhuizi Li, and Weisong Shi. 2011. The seventh cell of a six-cell battery. In WEED’11.
[27]
K. Vatanparvar and M. A. Al Faruque. 2015. Battery lifetime-aware automotive climate control for electric vehicles. In DAC’15.
[28]
H. Visairo and P. Kumar. 2008. A reconfigurable battery pack for improving power conversion efficiency in portable devices. In ICCDCS’08.
[29]
WPSAC. 2007. Understanding “Arc Flash.”. Retrieved from https://www.osha.gov/dte/grant_materials/fy07/sh-16615-07/arc_flash_handout.pdf.

Cited By

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  • (2024)Reconfiguration-Based Full-Level Efficiency Improvement of Lithium-Ion Battery2024 IEEE Transportation Electrification Conference and Expo (ITEC)10.1109/ITEC60657.2024.10598988(1-4)Online publication date: 19-Jun-2024
  • (2023)Degradation-Conscious Multiobjective Optimal Control of Reconfigurable Li-Ion Battery Energy Storage SystemsBatteries10.3390/batteries90402179:4(217)Online publication date: 4-Apr-2023
  • (2023)Active Equalization of Lithium-Ion Battery Based on Reconfigurable TopologyApplied Sciences10.3390/app1302115413:2(1154)Online publication date: 15-Jan-2023
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    Published In

    cover image ACM Transactions on Cyber-Physical Systems
    ACM Transactions on Cyber-Physical Systems  Volume 1, Issue 2
    April 2017
    214 pages
    ISSN:2378-962X
    EISSN:2378-9638
    DOI:10.1145/3015781
    • Editor:
    • Tei-Wei Kuo
    Issue’s Table of Contents
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    Publication History

    Published: 20 February 2017
    Accepted: 01 December 2016
    Revised: 01 November 2016
    Received: 01 June 2016
    Published in TCPS Volume 1, Issue 2

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    Author Tags

    1. Reconfigurable battery packs
    2. cell imbalance
    3. cell skipping

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    • LG Chemistry

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    View all
    • (2024)Reconfiguration-Based Full-Level Efficiency Improvement of Lithium-Ion Battery2024 IEEE Transportation Electrification Conference and Expo (ITEC)10.1109/ITEC60657.2024.10598988(1-4)Online publication date: 19-Jun-2024
    • (2023)Degradation-Conscious Multiobjective Optimal Control of Reconfigurable Li-Ion Battery Energy Storage SystemsBatteries10.3390/batteries90402179:4(217)Online publication date: 4-Apr-2023
    • (2023)Active Equalization of Lithium-Ion Battery Based on Reconfigurable TopologyApplied Sciences10.3390/app1302115413:2(1154)Online publication date: 15-Jan-2023
    • (2023)Loss and reliability analysis of various solid-state battery reconfiguration topologiesFrontiers in Energy Research10.3389/fenrg.2023.129869411Online publication date: 15-Nov-2023
    • (2023)Novel Reconfigurable Topology-Enabled Hierarchical Equalization of Lithium-Ion Battery for Maximum Capacity UtilizationIEEE Transactions on Industrial Electronics10.1109/TIE.2022.315200570:1(396-406)Online publication date: Jan-2023
    • (2022)Management and Control Strategies of Battery Switching in a Hybrid Energy Storage System2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI)10.1109/STI56238.2022.10103271(1-6)Online publication date: 17-Dec-2022
    • (2021)Future smart battery and management: Advanced sensing from external to embedded multi-dimensional measurementJournal of Power Sources10.1016/j.jpowsour.2021.229462489(229462)Online publication date: Mar-2021
    • (2021)Scalable constrained attributes/issues about risk, reliability and optimization in large scale battery packJournal of Energy Storage10.1016/j.est.2021.10263239(102632)Online publication date: Jul-2021
    • (2020)Next-Generation Battery Management Systems: Dynamic ReconfigurationIEEE Industrial Electronics Magazine10.1109/MIE.2020.300248614:4(20-31)Online publication date: Dec-2020
    • (2020)Cell equalisation circuits: A reviewJournal of Power Sources10.1016/j.jpowsour.2019.227489448(227489)Online publication date: Feb-2020
    • Show More Cited By

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