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An Exploratory Agent-Based Modeling Analysis Approach to Test Business Models for Electricity Storage

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  • Seyed Ahmad Reza Mir Mohammadi Kooshknow

    (Energy and Sustainability Research Institute Groningen, University of Groningen, 9747 AG Groningen, The Netherlands)

  • Rob den Exter

    (Stored Energy, 3125 BN Schiedam, The Netherlands)

  • Franco Ruzzenenti

    (Energy and Sustainability Research Institute Groningen, University of Groningen, 9747 AG Groningen, The Netherlands)

Abstract

Electricity storage systems (ESSs) are potential solutions to facilitate renewable energy transition. Lack of viable business models, as well as high levels of uncertainty in technology, economic, and institutional factors, form main barriers for wide implementation of ESSs worldwide and in the Netherlands. Therefore, the design of business models for an ESS is necessary for the development of ESSs. We elaborated on this problem before, and developed a design space for business models of ESSs in the context of the Netherlands. This conceptual paper provides a further view on barriers and uncertainties of ESS development in the Netherlands through the involvement of a business practitioner, elaboration of goals, objectives, and testing of ESS business model designs, suggests and provides a theoretical foundation for combining agent-based modeling and exploratory modeling analysis as a method to test and explore ESS business models, and provides an abstract conceptual agent-based model design thereof. This work can be used as a foundation of detailed design and implementation of models for testing ESS business models in the Netherlands and worldwide.

Suggested Citation

  • Seyed Ahmad Reza Mir Mohammadi Kooshknow & Rob den Exter & Franco Ruzzenenti, 2020. "An Exploratory Agent-Based Modeling Analysis Approach to Test Business Models for Electricity Storage," Energies, MDPI, vol. 13(7), pages 1-14, April.
  • Handle: RePEc:gam:jeners:v:13:y:2020:i:7:p:1617-:d:340228
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    References listed on IDEAS

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    1. Anuta, Oghenetejiri Harold & Taylor, Phil & Jones, Darren & McEntee, Tony & Wade, Neal, 2014. "An international review of the implications of regulatory and electricity market structures on the emergence of grid scale electricity storage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 489-508.
    2. Warren E. Walker & Marjolijn Haasnoot & Jan H. Kwakkel, 2013. "Adapt or Perish: A Review of Planning Approaches for Adaptation under Deep Uncertainty," Sustainability, MDPI, vol. 5(3), pages 1-25, March.
    3. Steve Bankes, 1993. "Exploratory Modeling for Policy Analysis," Operations Research, INFORMS, vol. 41(3), pages 435-449, June.
    4. Kwakkel, Jan H. & Pruyt, Erik, 2013. "Exploratory Modeling and Analysis, an approach for model-based foresight under deep uncertainty," Technological Forecasting and Social Change, Elsevier, vol. 80(3), pages 419-431.
    5. Gallo, A.B. & Simões-Moreira, J.R. & Costa, H.K.M. & Santos, M.M. & Moutinho dos Santos, E., 2016. "Energy storage in the energy transition context: A technology review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 800-822.
    6. Aneke, Mathew & Wang, Meihong, 2016. "Energy storage technologies and real life applications – A state of the art review," Applied Energy, Elsevier, vol. 179(C), pages 350-377.
    7. Schroeder, Andreas & Traber, Thure, 2012. "The economics of fast charging infrastructure for electric vehicles," Energy Policy, Elsevier, vol. 43(C), pages 136-144.
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