Skip to main content

Advertisement

Log in

Ensembles of context and form for repurposing electric vehicle batteries: an exploratory study

Completed Research Paper

  • Special Issue Paper
  • Published:
Computer Science - Research and Development

Abstract

The electric vehicle battery is the crucial component in electric vehicles. It propels the vehicle’s engine and causes around 25 % of the vehicle’s overall costs. Unfortunately, due to deterioration, the battery’s use gradually restricts the vehicle’s driving range, acceleration, and charging speed over time. Only a battery replacement restores the vehicle’s performance. Despite its deterioration, the used battery can be repurposed to serve as a battery energy storage system in less demanding second-life application scenarios. Examples are home storage solutions for energy from photovoltaic panels or larger buffer storage solutions for stabilizing energy from wind parks or solar farms. With strongly increasing numbers of electric vehicles world-wide, some hundred thousand aged batteries can be assumed to be available soon. Considering the necessity for a reliable fit of the targeted second-life application scenario (as context) and the battery energy storage solution built from aged batteries (as form), the decision for which scenario a battery should be repurposed needs to be supported by information systems. Since current research falls short of identifying and prioritizing the requirements that characterize second-life application scenarios, information system developers lack justificatory knowledge to guide and constrain the design of corresponding information systems. In an explorative multi-method study, we set out to identify the requirement categories and metrics that need to be elicited for repurposing batteries. The study (a) contributes a prioritized list of requirement categories and metrics for repurposing batteries, and (b) documents how they were instantiated respectively why they were important in an analyzed case.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Notes

  1. Searches were conducted on Google Scholar and Scopus with the term: (“electric vehicle battery” OR “EVB”) AND (“second-life” OR “repurposing” OR “further use” OR “second use” OR “re-use” OR “reuse”).

  2. One can argue that besides the objective of ensuring the system’s operability the ensemble of form and context is also affected by further objectives (e.g., ecological or social). From these objectives new scenario-specific functional requirements may arise that can be addressed by additional hardware components or value added services. Examples are the implementation of an energy load manager that allows to schedule and activate flexible electric loads (e.g., of dish washers or washing machines) to optimally use a battery’s capacity and to reduce the amount of energy obtained from the public grid. However, these aspects require a more decent elaboration and are not in the focus of this work.

References

  1. European Commission (2015) Road transport: reducing CO\(_2\) emissions from vehicles. http://ec.europa.eu/clima/policies/transport/vehicles/index_en.htm. Accessed 27 Apr 2015

  2. European Commission (2011) Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions—a roadmap for moving to a competitive low carbon economy in 2050. Change. doi:10.1002/jsc.572

  3. International Energy Agency (2012) Energy technology perspectives 2012—pathways to a clean energy system. doi:10.1787/energy_tech-2012-en

  4. King C, Griggs W, Wirth F, Quinn K, Shorten R (2014) Alleviating a form of electric vehicle range anxiety through on-demand vehicle access. Int J Control 88:717–728

    Article  MATH  Google Scholar 

  5. Nationale Plattform Elektromobilität (2014) Fortschrittsbericht 2014—Bilanz der Marktvorbereitung, Berlin

  6. Beverungen D, Klör B, Bräuer S, Monhof M (2015) Will they die another day? A decision support perspective on reusing electric vehicle batteries. In: Proceedings of twenty-third European conference on information systems (ECIS 2015)

  7. Nykvist B, Nilsson M (2015) Rapidly falling costs of battery packs for electric vehicles. Nat Clim Change 5:329–332

    Article  Google Scholar 

  8. Ahmadi L, Fowler M, Young SB, Fraser RA, Gaffney B, Walker SB (2014) Energy efficiency of Li-ion battery packs re-used in stationary power applications. Sustain Energy Technol Assess 8:9–17. doi:10.1016/j.seta.2014.06.006

    Article  Google Scholar 

  9. Burke A (2009) Performance, charging and second use considerations for lithium batteries for plug-in electric vehicles. Research Report UCD-ITS-RR-09-17. Institute of TransportationStudies, University of California, Davis

  10. Elkind EN (2014) Reuse and repower—how to save money and clean the grid with second-life electric vehicle batteries. UCLA School of Law, Technical Report, Los Angeles, California

  11. Neubauer JS, Pesaran A, Williams B, Ferry M, Eyer J (2012) A techno-economic analysis of PEV battery second use: repurposed-battery selling price and commercial and industrial end-user value. SAE International, SAE Technical Papers, Detroit, MI

  12. Colthorpe A (2015) Bosch, BMW, Vattenfall resurrect EV batteries for “second life” as large-scale energy storage. In: StoragePVTech. http://storage.pv-tech.org/news/bosch-bmw-vattenfall-resurrect-more-ev-batteries-for-second-life-as-large-s. Accessed 4 May 2015

  13. Howard B (2013) GM turns old Chevy Volt battery into a whole-house UPS. In: ExtremeTech. http://www.extremetech.com/extreme/155589-gm-turns-your-old-chevy-volt-battery-into-a-whole-house-ups. Accessed 4 May 2015

  14. Reportlinker (2014) Second-life batteries: from PEVs to stationary applications. http://www.prnewswire.com/news-releases/second-life-batteries-from-pevs-to-stationary-applications-242205851.html. Accessed 27 Apr 2015

  15. EV World (2011) Lithium battery recycling exptected to reach $2B by 2022. http://evworld.com/news.cfm?newsid=25315. Accessed 26 Apr 2015

  16. Aziz M, Oda T, Morihara A, Murakami T, Momose N (2014) Utilization of EVs and their used batteries in factory load leveling. Innov Smart Grid Technol Conf (ISGT), 2014 IEEE PES 1–5

  17. Gabriel R (2013) Informationssystem @ www.enzyklopaedie-der-wirtschaftsinformatik.de. http://www.enzyklopaedie-der-wirtschaftsinformatik.de/lexikon/uebergreife-ndes/Kontext-und-Grundlagen/Informationssystem. Accessed 10 Jun 2016

  18. Boudreau M-C, Chen AJ, Huber M (2007) Green IS?: building sustainable business practices. In: Inf Syst Glob Text Proj. pp 1–15

  19. Watson RT, Boudreau M-C, Chen AJ (2010) Information systems and environmentally sustainable development: energy informatics and new directions for the IS community. MIS Q 34:23–38

    Google Scholar 

  20. Vom Brocke J, Watson RT, Dwyer C, Elliot S, Melville N (2013) Green information systems: directives for the IS discipline. Commun Assoc Inf Syst 33:509–520

    Google Scholar 

  21. Gregor S, Jones D (2007) The anatomy of a design theory. J Assoc Inf Syst 8:313–335

    Google Scholar 

  22. Gregor S, Hevner AR (2013) Positioning and presenting design science research for maximum impact. MIS Q 37:337–356

    Google Scholar 

  23. Ahmadi L, Young SB, Fowler M, Fraser RA, Achachlouei MA (2015) A cascaded life cycle: reuse of electric vehicle lithium-ion battery packs in energy storage systems. Int J Life Cycle Assess 1–14. doi:10.1007/s11367-015-0959-7

  24. Sathre R, Scown CD, Kavvada O, Hendrickson TP (2015) Energy and climate effects of second-life use of electric vehicle batteries in California through 2050. J Power Sources 288:82–91

    Article  Google Scholar 

  25. Ahmadi L, Yip A, Fowler M, Young SB, Fraser RA (2014) Environmental feasibility of re-use of electric vehicle batteries. Sustain Energy Technol Assess 6:64–74

    Article  Google Scholar 

  26. Neubauer JS, Wood E, Pesaran A (2015) A second life for electric vehicle batteries: answering questions on battery degradation and value. SAE Int J Mater Manuf 8:21–23

    Article  Google Scholar 

  27. Narula CK, Martinez R, Onar O, Starke MR, Andrews G, Laboratory ORN (2011) Final report— economic analysis of deploying used batteries in power systems. Oak Ridge, Tennessee

  28. Foster M, Isely P, Standridge CR, Hasan MM (2014) Feasibility assessment of remanufacturing, repurposing, and recycling of end of vehicle application lithium-ion batteries. J Ind Eng Manag 7:698–715

    Google Scholar 

  29. Cready E, Lippert J, Pihl J, Weinstock I, Symons P, Jungst RG (2003) Technical and economic feasibility of applying used EV batteries in stationary applications—a study for the DOE energy storage systems program. Sandia National Laboratories, Technical Report, Albuquerque, New Mexico

  30. Gohla-Neudecker B, Bowler M, Mohr S (2015) Battery 2nd life: leveraging the sustainability potential of EVs and renewable energy grid integration. In: Proceedings of the 2015 international conference on clean electrical power, pp 311–318

  31. Walls JG, Widmeyer GR, El Sawy OA (1992) Building information system design theory for vigilant EIS. Inf Syst Res 3:36–59

    Article  Google Scholar 

  32. Dao V, Langella I, Carbo J (2011) From green to sustainability: information technology and an integrated sustainability framework. J Strateg Inf Syst 20:63–79

    Article  Google Scholar 

  33. World Commission on Environment and Development (1987) Report of the world commission on environment and development: our common future

  34. Elkington J (2004) Entre the triple bottom line. In: Triple bottom line does it all add up, pp 1–16

  35. Elkington J (1994) Towards the sustainable corporation: Win–Win–Win business strategies for sustainable development. Calif Manag Rev 36:90–100

    Article  Google Scholar 

  36. Dyllick T, Hockerts K (2002) Beyond the business case for corporate sustainability. Bus Strateg Environ 11:130–141

    Article  Google Scholar 

  37. Jenkin TA, Webster J, McShane L (2011) An agenda for ‘Green’ information technology and systems research. Inf Organ 21:17–40. doi:10.1016/j.infoandorg.2010.09.003

    Article  Google Scholar 

  38. Arvind M, Melville NP, Watson RT (2013) Spurring impactful research on information systems for environmental sustainability. MIS Q 37:1265–1274

    Google Scholar 

  39. Kossahl J, Busse S, Kolbe LM (2012) The evolvement of energy informatics in the information systems community—a literature analysis and research agenda. ECIS 2012 Proc

  40. Knowles MJ, Morris A (2014) Impact of second life electric vehicle batteries on the viability of renewable energy sources. Brit J Appl Sci Technol 4:152–167

    Article  Google Scholar 

  41. Viswanathan VV, Kintner-Meyer M (2011) Second use of transportation batteries: maximizing the value of batteries for transportation and grid services. IEEE Trans Veh Technol 60:2963–2970

    Article  Google Scholar 

  42. Bowler M (2014) Battery second use: a framework for evaluating the combination of two value chains. Doctoral Dissertation, Clemson University, Clemson, SC

  43. Thierry M, Salomon M, Van Nunen J, Van Wassenhove L (1995) Strategic issues in product recovery management. Calif Manag Rev 37:114–135

    Article  Google Scholar 

  44. Ramoni MO, Zhang H-C (2013) End-of-life (EOL) issues and options for electric vehicle batteries. Clean Technol Environ Policy 15:881–891

    Article  Google Scholar 

  45. Strandridge CR, Corneal L (2014) Remanufacturing, repurposing, and recycling of post-vehicle-application lithium-ion batteries. Technical Report, San José State University

  46. Williams B, Lipman T (2011) Analysis of the combined vehicle—use value of lithium-ion plug-in-vehicle propulsion batteries—Task 3, second life applications and value of “Traction” lithium batteries. University of California, Berkley—Transportation Sustainability Research Center, Technical Report, Berkley, California

  47. Price B, Dietz E, Richardson J (2012) Life cycle costs of electric and hybrid electric vehicle batteries and end-of-life uses. In: IEEE international electro/information technology conference, Indianapolis, IN, pp 1–7

  48. Stan A-I, Swierczynski M, Stroe D-I, Teodorescu R, Andreasen SJ (2014) Lithium ion battery chemistries from renewable energy storage to automotive and back-up power applications—an overview. In: 2014 international conference on optimization of electrical and electronic equipment, pp 713–720

  49. Rittershausen J, McDonagh M (2011) Moving energy storage from concept to reality: Southern California Edison’s approach to evaluating energy storage. Rosemead, California, USA

  50. Denholm P, Ela E, Kirby B, Milligan M (2010) The role of energy storage with renewable electricity generation. National Renewable Energy Laboratory, Technical Report, Golden, Colorado

  51. Prüggler W (2012) The impact of second life applications of electric vehicle batteries on customer’s mobility cost. In: EnInnov2012-12. Symp. Energieinnovation—Altern. für die Energiezukunft Eur. Graz, Österreich, pp 1–22

  52. Lacey G, Putrus G, Salim A (2013) The use of second life electric vehicle batteries for grid support. Eurocon 2013:1255–1261

    Google Scholar 

  53. Patten J, Srivastava S, Nola G, Christensen N (2011) Electric vehicle battery—wind energy storage system. IEEE Veh Power Propuls Conf 2011:1–3

    Google Scholar 

  54. Alimisis V, Hatziargyriou ND (2013) Evaluation of a hybrid power plant comprising used EV-batteries to complement wind power. IEEE Trans Sustain Energy 4:286–293

    Article  Google Scholar 

  55. Siret C, Yazicioglu B, Tytgat J, et al (2014) Title of the study: high specific energy rechargeable batteries used as a main source of energy for mobile application—definition of scope, representative product and description of the model for the PEF screening study. Recharge—The European Association for Advanced Rechargeable Batteries (not specified)

  56. BU-1201: hybrid electric vehicle—battery University. http://batteryuniversity.com/learn/article/hybrid_electric_vehicle. Accessed 3 May 2015

  57. Recyclingportal.eu (2016) Possible second life for electric cars‘ batteries in refugee camps. http://recyclingportal.eu/Archive/22213. Accessed 29 Mar 2016

  58. Genikomsakis KN, Ioakimidis CS, Murillo A, Trifonova A, Simic D (2013) A life cycle assessment of a Li-ion urban electric vehicle battery parameters settings for EVs in. In: EVS27 international battery, hybrid and fuel cell electric vehicle symposium, Barcelona, Spain, pp 1–11

  59. Bräuer S (2016) They not only live once—towards product-service systems for repurposed electric vehicle batteries. In: Proceedings of Multikonferenz Wirtschaftsinformatik 2016

  60. Alexander C (1964) Notes on the synthesis of form. Harvard University Press, Cambridge

    Google Scholar 

  61. International Organization For Standardization (2010) ISO/IEC/IEEE24765:2010 Systems and software engineering - Vocabulary

  62. Bourque P, Fairley R (eds) (2014) Guide to the software engineering body of knowledge, Version 3.0. IEEE Computer Society

  63. Sommerville I (2010) Software engineering, 9th ed. Pearson

  64. Bass L, Clements P, Kazman R (2003) Software architecture in practice (SEI Series in Software Engineering), 2nd edn. Addison Wesley, Reading

    Google Scholar 

  65. Linstone HA, Turoff M (2002) The Delphi method—techniques and applications. Delphi Method Tech Appl:1–616

  66. Okoli C, Pawlowski SD (2004) The Delphi method as a research tool: an example, design considerations and applications. Inf Manag 42:15–29

    Article  Google Scholar 

  67. Schmidt RC (1997) Managing Delphi surveys using nonparametric statistical techniques. Decis Sci 28:763–774

    Article  Google Scholar 

  68. Likert R (1932) A technique for the measurement of attitudes. Arch Psychol 22:55

    Google Scholar 

  69. Piekkari R, Welch C, Paavilainen E (2009) The case study as disciplinary convention. Organ Res Methods 12:567–589

    Article  Google Scholar 

  70. Yin RK (2013) Case study research: design and methods (applied social research methods), 5th edn. Sage Publications Ltd., Thousand Oaks

    Google Scholar 

  71. Erhorn H, Bergmann A, Beckert M, Reiß J, Hegner HD (2013) Messtechnische und energetische Validierung des BMVBS-Effizienzhaus Plus in Berlin—Messperiode März 2012 bis Februar 2013. Bauphysik 35:162–171

    Article  Google Scholar 

  72. Federal Ministry for the Environment Nature Conservation Building and Nuclear Safety (2014) Wege zum Effizienzhaus Plus. 52

  73. EnergieAgentur.NRW (2011) Erhebung “Wo im Haushalt bleibt der Strom?” Düsseldorf

Download references

Acknowledgments

This article was written in the research project ‘EOL-IS’ (End-of-Life Solutions for Electric Vehicle Batteries—Development of Product Service Systems and Information Systems for Decision Support; funding label: 01FE13023) in the context of the funding program “Service Innovations for Electric Mobility” granted by the German Federal Ministry of Education and Research (BMBF). We thank the project management agency National Aeronautics and Space Research Centre of the Federal Republic of Germany (DLR) for their support.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Daniel Beverungen.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Beverungen, D., Bräuer, S., Plenter, F. et al. Ensembles of context and form for repurposing electric vehicle batteries: an exploratory study. Comput Sci Res Dev 32, 195–209 (2017). https://doi.org/10.1007/s00450-016-0306-7

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00450-016-0306-7

Keywords

Navigation