IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v106y2016icp701-711.html
   My bibliography  Save this article

Sustainable integration of intermittent renewable energy and electrified light-duty transportation through repurposing batteries of plug-in electric vehicles

Author

Listed:
  • Shokrzadeh, Shahab
  • Bibeau, Eric

Abstract

This study presents a framework for the integration of electrified light-duty vehicles and intermittent renewable energy towards a sustainable transportation system. Batteries of plug-in electric vehicles, obtained at their automotive end of life, are repurposed as stationary storage systems to integrate with intermittent wind power. The objective is to investigate how electric mobility can effectively meet the challenges of sustainability when the ultimate goal is to displace fossil fuels with new generation of low-cost intermittent renewable energy. The developed model of the framework considers future market penetration scenarios of electric vehicles, calculates availability of batteries at their automotive end of life, and estimates the storage capacity required to generate base-load wind power in the region of study. A new cost model is proposed to calculate the cost of delivering base-load power from renewables when they rely on intermittent sources. To evaluate the performance of the proposed framework, the renewable energy ratio is used as a measure of sustainability. A sample case study is performed for Canada, and the results suggest a self-sufficiency of the integrated system to address concerns of the impact of vehicular charging energy with renewable energy.

Suggested Citation

  • Shokrzadeh, Shahab & Bibeau, Eric, 2016. "Sustainable integration of intermittent renewable energy and electrified light-duty transportation through repurposing batteries of plug-in electric vehicles," Energy, Elsevier, vol. 106(C), pages 701-711.
  • Handle: RePEc:eee:energy:v:106:y:2016:i:c:p:701-711
    DOI: 10.1016/j.energy.2016.03.016
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544216302602
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2016.03.016?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Brown, Stephen & Pyke, David & Steenhof, Paul, 2010. "Electric vehicles: The role and importance of standards in an emerging market," Energy Policy, Elsevier, vol. 38(7), pages 3797-3806, July.
    2. Richardson, David B., 2013. "Electric vehicles and the electric grid: A review of modeling approaches, Impacts, and renewable energy integration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 247-254.
    3. Shafiei, Ehsan & Davidsdottir, Brynhildur & Leaver, Jonathan & Stefansson, Hlynur & Asgeirsson, Eyjolfur Ingi, 2015. "Comparative analysis of hydrogen, biofuels and electricity transitional pathways to sustainable transport in a renewable-based energy system," Energy, Elsevier, vol. 83(C), pages 614-627.
    4. Cartelle Barros, Juan José & Lara Coira, Manuel & de la Cruz López, María Pilar & del Caño Gochi, Alfredo, 2015. "Assessing the global sustainability of different electricity generation systems," Energy, Elsevier, vol. 89(C), pages 473-489.
    5. Lund, Henrik & Andersen, Anders N. & Østergaard, Poul Alberg & Mathiesen, Brian Vad & Connolly, David, 2012. "From electricity smart grids to smart energy systems – A market operation based approach and understanding," Energy, Elsevier, vol. 42(1), pages 96-102.
    6. Eddahech, Akram & Briat, Olivier & Vinassa, Jean-Michel, 2015. "Performance comparison of four lithium–ion battery technologies under calendar aging," Energy, Elsevier, vol. 84(C), pages 542-550.
    7. González Palencia, Juan C. & Sakamaki, Tsukasa & Araki, Mikiya & Shiga, Seiichi, 2015. "Impact of powertrain electrification, vehicle size reduction and lightweight materials substitution on energy use, CO2 emissions and cost of a passenger light-duty vehicle fleet," Energy, Elsevier, vol. 93(P2), pages 1489-1504.
    8. Cheng, Yujie & Lu, Chen & Li, Tieying & Tao, Laifa, 2015. "Residual lifetime prediction for lithium-ion battery based on functional principal component analysis and Bayesian approach," Energy, Elsevier, vol. 90(P2), pages 1983-1993.
    9. Noori, Mehdi & Gardner, Stephanie & Tatari, Omer, 2015. "Electric vehicle cost, emissions, and water footprint in the United States: Development of a regional optimization model," Energy, Elsevier, vol. 89(C), pages 610-625.
    10. Chen, Feng & Taylor, Nathaniel & Kringos, Nicole, 2015. "Electrification of roads: Opportunities and challenges," Applied Energy, Elsevier, vol. 150(C), pages 109-119.
    11. Soares M.C. Borba, Bruno & Szklo, Alexandre & Schaeffer, Roberto, 2012. "Plug-in hybrid electric vehicles as a way to maximize the integration of variable renewable energy in power systems: The case of wind generation in northeastern Brazil," Energy, Elsevier, vol. 37(1), pages 469-481.
    12. Fernández, I.J. & Calvillo, C.F. & Sánchez-Miralles, A. & Boal, J., 2013. "Capacity fade and aging models for electric batteries and optimal charging strategy for electric vehicles," Energy, Elsevier, vol. 60(C), pages 35-43.
    13. Shokrzadeh, Shahab & Jafari Jozani, Mohammad & Bibeau, Eric & Molinski, Tom, 2015. "A statistical algorithm for predicting the energy storage capacity for baseload wind power generation in the future electric grids," Energy, Elsevier, vol. 89(C), pages 793-802.
    14. Boudghene Stambouli, A. & Khiat, Z. & Flazi, S. & Tanemoto, H. & Nakajima, M. & Isoda, H. & Yokoyama, F. & Hannachi, S. & Kurokawa, K. & Shimizu, M. & Koinuma, H. & Yassaa, N., 2014. "Trends and challenges of sustainable energy and water research in North Africa: Sahara solar breeder concerns at the intersection of energy/water," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 912-922.
    15. Al-Alawi, Baha M. & Bradley, Thomas H., 2013. "Review of hybrid, plug-in hybrid, and electric vehicle market modeling Studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 21(C), pages 190-203.
    16. Ćosić, Boris & Krajačić, Goran & Duić, Neven, 2012. "A 100% renewable energy system in the year 2050: The case of Macedonia," Energy, Elsevier, vol. 48(1), pages 80-87.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Assunção, André & Moura, Pedro S. & de Almeida, Aníbal T., 2016. "Technical and economic assessment of the secondary use of repurposed electric vehicle batteries in the residential sector to support solar energy," Applied Energy, Elsevier, vol. 181(C), pages 120-131.
    2. Osvaldo Rodriguez-Hernandez & Manuel Martinez & Carlos Lopez-Villalobos & Hector Garcia & Rafael Campos-Amezcua, 2019. "Techno-Economic Feasibility Study of Small Wind Turbines in the Valley of Mexico Metropolitan Area," Energies, MDPI, vol. 12(5), pages 1-26, March.
    3. Feng, Xuning & Lu, Languang & Ouyang, Minggao & Li, Jiangqiu & He, Xiangming, 2016. "A 3D thermal runaway propagation model for a large format lithium ion battery module," Energy, Elsevier, vol. 115(P1), pages 194-208.
    4. Shi, Xiao & Pan, Jian & Wang, Hewu & Cai, Hua, 2019. "Battery electric vehicles: What is the minimum range required?," Energy, Elsevier, vol. 166(C), pages 352-358.
    5. Jian, Liu & Zechun, Hu & Banister, David & Yongqiang, Zhao & Zhongying, Wang, 2018. "The future of energy storage shaped by electric vehicles: A perspective from China," Energy, Elsevier, vol. 154(C), pages 249-257.
    6. Matthew, George Jr. & Nuttall, William J & Mestel, Ben & Dooley, Laurence S, 2017. "A dynamic simulation of low-carbon policy influences on endogenous electricity demand in an isolated island system," Energy Policy, Elsevier, vol. 109(C), pages 121-131.
    7. Gabriel Ayobami Ogunkunbi & Havraz Khedhir Younis Al-Zibaree & Ferenc Meszaros, 2022. "Modeling and Evaluation of Market Incentives for Battery Electric Vehicles," Sustainability, MDPI, vol. 14(7), pages 1-11, April.
    8. Winfield, Mark & Shokrzadeh, Shahab & Jones, Adam, 2018. "Energy policy regime change and advanced energy storage: A comparative analysis," Energy Policy, Elsevier, vol. 115(C), pages 572-583.
    9. Isabel C. Gil-García & Mª Socorro García-Cascales & Habib Dagher & Angel Molina-García, 2021. "Electric Vehicle and Renewable Energy Sources: Motor Fusion in the Energy Transition from a Multi-Indicator Perspective," Sustainability, MDPI, vol. 13(6), pages 1-19, March.
    10. Faessler, B. & Kepplinger, P. & Petrasch, J., 2017. "Decentralized price-driven grid balancing via repurposed electric vehicle batteries," Energy, Elsevier, vol. 118(C), pages 446-455.
    11. Ramos Muñoz, Edgar & Razeghi, Ghazal & Zhang, Li & Jabbari, Faryar, 2016. "Electric vehicle charging algorithms for coordination of the grid and distribution transformer levels," Energy, Elsevier, vol. 113(C), pages 930-942.
    12. Jia, Yikai & Yin, Sha & Liu, Binghe & Zhao, Hui & Yu, Huili & Li, Jie & Xu, Jun, 2019. "Unlocking the coupling mechanical-electrochemical behavior of lithium-ion battery upon dynamic mechanical loading," Energy, Elsevier, vol. 166(C), pages 951-960.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yang, Zhile & Li, Kang & Foley, Aoife, 2015. "Computational scheduling methods for integrating plug-in electric vehicles with power systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 396-416.
    2. Hota, Ashish Ranjan & Juvvanapudi, Mahesh & Bajpai, Prabodh, 2014. "Issues and solution approaches in PHEV integration to smart grid," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 217-229.
    3. Li, Maobing & Xu, Hui & Li, Weimin & Liu, Yin & Li, Fade & Hu, Yue & Liu, Li, 2016. "The structure and control method of hybrid power source for electric vehicle," Energy, Elsevier, vol. 112(C), pages 1273-1285.
    4. Papachristos, George, 2017. "Diversity in technology competition: The link between platforms and sociotechnical transitions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 291-306.
    5. Chen, Lin & Lin, Weilong & Li, Junzi & Tian, Binbin & Pan, Haihong, 2016. "Prediction of lithium-ion battery capacity with metabolic grey model," Energy, Elsevier, vol. 106(C), pages 662-672.
    6. Poullikkas, Andreas, 2015. "Sustainable options for electric vehicle technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1277-1287.
    7. Knüpfer, Kristina & Mäll, Martin & Esteban, Miguel & Shibayama, Tomoya, 2021. "Review of mixed-technology vehicle fleet evolution and representation in modelling studies: Policy contexts of Germany and Japan," Energy Policy, Elsevier, vol. 156(C).
    8. Millo, F. & Cubito, C. & Rolando, L. & Pautasso, E. & Servetto, E., 2017. "Design and development of an hybrid light commercial vehicle," Energy, Elsevier, vol. 136(C), pages 90-99.
    9. Østergaard, P.A. & Lund, H. & Thellufsen, J.Z. & Sorknæs, P. & Mathiesen, B.V., 2022. "Review and validation of EnergyPLAN," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    10. Lund, Henrik & Thellufsen, Jakob Zinck & Sorknæs, Peter & Mathiesen, Brian Vad & Chang, Miguel & Madsen, Poul Thøis & Kany, Mikkel Strunge & Skov, Iva Ridjan, 2022. "Smart energy Denmark. A consistent and detailed strategy for a fully decarbonized society," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    11. Funcke, Simon & Bauknecht, Dierk, 2016. "Typology of centralised and decentralised visions for electricity infrastructure," Utilities Policy, Elsevier, vol. 40(C), pages 67-74.
    12. Poria Astero & Bong Jun Choi & Hao Liang & Lennart Söder, 2017. "Transactive Demand Side Management Programs in Smart Grids with High Penetration of EVs," Energies, MDPI, vol. 10(10), pages 1-18, October.
    13. Yilmaz, Murat, 2015. "Limitations/capabilities of electric machine technologies and modeling approaches for electric motor design and analysis in plug-in electric vehicle applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 80-99.
    14. Shi You & Junjie Hu & Charalampos Ziras, 2016. "An Overview of Modeling Approaches Applied to Aggregation-Based Fleet Management and Integration of Plug-in Electric Vehicles †," Energies, MDPI, vol. 9(11), pages 1-18, November.
    15. Romo, R. & Micheloud, O., 2015. "Power quality of actual grids with plug-in electric vehicles in presence of renewables and micro-grids," Renewable and Sustainable Energy Reviews, Elsevier, vol. 46(C), pages 189-200.
    16. Raslavičius, Laurencas & Azzopardi, Brian & Keršys, Artūras & Starevičius, Martynas & Bazaras, Žilvinas & Makaras, Rolandas, 2015. "Electric vehicles challenges and opportunities: Lithuanian review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 786-800.
    17. Mathiesen, B.V. & Lund, H. & Connolly, D. & Wenzel, H. & Østergaard, P.A. & Möller, B. & Nielsen, S. & Ridjan, I. & Karnøe, P. & Sperling, K. & Hvelplund, F.K., 2015. "Smart Energy Systems for coherent 100% renewable energy and transport solutions," Applied Energy, Elsevier, vol. 145(C), pages 139-154.
    18. Connolly, D. & Lund, H. & Mathiesen, B.V., 2016. "Smart Energy Europe: The technical and economic impact of one potential 100% renewable energy scenario for the European Union," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1634-1653.
    19. Daina, Nicolò & Sivakumar, Aruna & Polak, John W., 2017. "Modelling electric vehicles use: a survey on the methods," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 447-460.
    20. Yong, Jia Ying & Ramachandaramurthy, Vigna K. & Tan, Kang Miao & Mithulananthan, N., 2015. "A review on the state-of-the-art technologies of electric vehicle, its impacts and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 365-385.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:106:y:2016:i:c:p:701-711. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.