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Combining Business Model Innovation and Model-Based Analysis to Tackle the Deep Uncertainty of Societal Transitions—A Case Study on Industrial Electrification and Power Grid Management

Author

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  • Juliana Zapata Riveros

    (Institute of Sustainable Development (INE), Zurich University of Applied Sciences ZHAW, Technoparkstrasse 2, 8401 Winterthur, Switzerland)

  • Matthias Speich

    (Institute of Sustainable Development (INE), Zurich University of Applied Sciences ZHAW, Technoparkstrasse 2, 8401 Winterthur, Switzerland)

  • Mirjam West

    (Institute of Sustainable Development (INE), Zurich University of Applied Sciences ZHAW, Technoparkstrasse 2, 8401 Winterthur, Switzerland)

  • Silvia Ulli-Beer

    (Institute of Sustainable Development (INE), Zurich University of Applied Sciences ZHAW, Technoparkstrasse 2, 8401 Winterthur, Switzerland)

Abstract

Creating new business models is crucial for the implementation of clean technologies for industrial decarbonization. With incomplete knowledge of market processes and uncertain conditions, assessing the prospects of a technology-based business model is challenging. This study combines business model innovation, system dynamics, and exploratory model analysis to identify new business opportunities in a context of sociotechnical transition and assess their prospects through simulation experiments. This combination of methods is applied to the case of a potential business model for Distribution System Operators aiming at ensuring the stability of the electrical grid by centralizing the management of flexible loads in industrial companies. A system dynamics model was set up to simulate the diffusion of flexible electrification technologies. Through scenario definition and sensitivity analysis, the influence of internal and external factors on diffusion was assessed. Results highlight the central role of energy costs and customer perception. The chosen combination of methods allowed the formulation of concrete recommendations for coordinated action, explicitly accounting for the various sources of uncertainty. We suggest testing this approach in further business model innovation contexts.

Suggested Citation

  • Juliana Zapata Riveros & Matthias Speich & Mirjam West & Silvia Ulli-Beer, 2021. "Combining Business Model Innovation and Model-Based Analysis to Tackle the Deep Uncertainty of Societal Transitions—A Case Study on Industrial Electrification and Power Grid Management," Sustainability, MDPI, vol. 13(13), pages 1-29, June.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:13:p:7264-:d:584553
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    References listed on IDEAS

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    1. Lechtenböhmer, Stefan & Nilsson, Lars J. & Åhman, Max & Schneider, Clemens, 2016. "Decarbonising the energy intensive basic materials industry through electrification – Implications for future EU electricity demand," Energy, Elsevier, vol. 115(P3), pages 1623-1631.
    2. Malhotra, Abhishek & Battke, Benedikt & Beuse, Martin & Stephan, Annegret & Schmidt, Tobias, 2016. "Use cases for stationary battery technologies: A review of the literature and existing projects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 705-721.
    3. Napp, T.A. & Gambhir, A. & Hills, T.P. & Florin, N. & Fennell, P.S, 2014. "A review of the technologies, economics and policy instruments for decarbonising energy-intensive manufacturing industries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 616-640.
    4. Steve Bankes, 1993. "Exploratory Modeling for Policy Analysis," Operations Research, INFORMS, vol. 41(3), pages 435-449, June.
    5. Olsthoorn, Mark & Schleich, Joachim & Klobasa, Marian, 2015. "Barriers to electricity load shift in companies: A survey-based exploration of the end-user perspective," Energy Policy, Elsevier, vol. 76(C), pages 32-42.
    6. Behrangrad, Mahdi, 2015. "A review of demand side management business models in the electricity market," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 270-283.
    7. 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.
    8. Kubli, Merla, 2018. "Squaring the sunny circle? On balancing distributive justice of power grid costs and incentives for solar prosumers," Energy Policy, Elsevier, vol. 114(C), pages 173-188.
    9. Helms, Thorsten & Loock, Moritz & Bohnsack, René, 2016. "Timing-based business models for flexibility creation in the electric power sector," Energy Policy, Elsevier, vol. 92(C), pages 348-358.
    10. Cédric Philibert, 2019. "Direct and indirect electrification of industry and beyond," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 35(2), pages 197-217.
    11. Benoît Demil & Xavier Lecocq, 2015. "Crafting an innovative business model in an established company : the role of artifacts," Post-Print hal-01772423, HAL.
    12. Edens, Marga G. & Lavrijssen, Saskia A.C.M., 2019. "Balancing public values during the energy transition – How can German and Dutch DSOs safeguard sustainability?," Energy Policy, Elsevier, vol. 128(C), pages 57-65.
    13. Ruester, Sophia & Schwenen, Sebastian & Batlle, Carlos & Pérez-Arriaga, Ignacio, 2014. "From distribution networks to smart distribution systems: Rethinking the regulation of European electricity DSOs," Utilities Policy, Elsevier, vol. 31(C), pages 229-237.
    14. Richter, Mario, 2013. "German utilities and distributed PV: How to overcome barriers to business model innovation," Renewable Energy, Elsevier, vol. 55(C), pages 456-466.
    15. Panos, Evangelos & Kober, Tom & Wokaun, Alexander, 2019. "Long term evaluation of electric storage technologies vs alternative flexibility options for the Swiss energy system," Applied Energy, Elsevier, vol. 252(C), pages 1-1.
    16. Geels, Frank W., 2002. "Technological transitions as evolutionary reconfiguration processes: a multi-level perspective and a case-study," Research Policy, Elsevier, vol. 31(8-9), pages 1257-1274, December.
    17. Jeroen Struben & John D. Sterman, 2008. "Transition Challenges for Alternative Fuel Vehicle and Transportation Systems," Post-Print hal-02312277, HAL.
    18. John D. Sterman & Rebecca Henderson & Eric D. Beinhocker & Lee I. Newman, 2007. "Getting Big Too Fast: Strategic Dynamics with Increasing Returns and Bounded Rationality," Management Science, INFORMS, vol. 53(4), pages 683-696, April.
    19. Raphael Amit & Christoph Zott, 2001. "Value creation in E‐business," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 493-520, June.
    20. Zhikun Ding & Wenyan Gong & Shenghan Li & Zezhou Wu, 2018. "System Dynamics versus Agent-Based Modeling: A Review of Complexity Simulation in Construction Waste Management," Sustainability, MDPI, vol. 10(7), pages 1-13, July.
    21. Thomas Moellers & Lars von der Burg & Bastian Bansemir & Max Pretzl & Oliver Gassmann, 2019. "System dynamics for corporate business model innovation," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(3), pages 387-406, September.
    22. Bolton, Ronan & Hannon, Matthew, 2016. "Governing sustainability transitions through business model innovation: Towards a systems understanding," Research Policy, Elsevier, vol. 45(9), pages 1731-1742.
    23. Moallemi, Enayat A. & de Haan, Fjalar & Kwakkel, Jan & Aye, Lu, 2017. "Narrative-informed exploratory analysis of energy transition pathways: A case study of India's electricity sector," Energy Policy, Elsevier, vol. 110(C), pages 271-287.
    24. Sibel Eker & Jill Slinger & Els Daalen & Gönenç Yücel, 2014. "Sensitivity analysis of graphical functions," System Dynamics Review, System Dynamics Society, vol. 30(3), pages 186-205, July.
    25. Richter, Mario, 2013. "Business model innovation for sustainable energy: German utilities and renewable energy," Energy Policy, Elsevier, vol. 62(C), pages 1226-1237.
    26. Benoît Demil & Xavier Lecocq, 2015. "Crafting an innovative business model in an established company: the role of artifacts," Post-Print hal-01609547, HAL.
    27. Karolin Frankenberger & Tobias Weiblen & Michaela Csik & Oliver Gassmann, 2013. "The 4I-framework of business model innovation: a structured view on process phases and challenges," International Journal of Product Development, Inderscience Enterprises Ltd, vol. 18(3/4), pages 249-273.
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