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A complex network approach for analyzing early evolution of smart grid innovations in Europe

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  • Dehdarian, Amin
  • Tucci, Christopher L

Abstract

This paper investigates how the strategic decisions of innovative firms to collaborate with other firms in research and development projects shape the early evolution of smart grid technologies as an emerging technological system across Europe. The early innovations and developments in an emerging technological system are crucial for understanding further developments of the system. This early stage is highly influenced by the strategic decisions and lobbying power of the firms experimenting with different technological innovations, and the policies trying to maintain competition and steer the direction of innovative activities. Therefore, it is important to analyze how innovative firms behave in terms of collaborating with other firms and doing research on specific energy solutions, which reflect their strategic priorities. By taking a complex network approach, this paper investigates a network of smart grid R&D projects to analyze the convergence of smart grid research activities towards a stream of innovative solutions, and the variety of innovative activities branching out from these solutions. The results verify the convergence of smart grid activities towards one specific stream of innovations, and reveal the existence of four variations centered around different technological applications. The results can guide strategy development in innovative firms to take part in research collaborations or focus on specific smart energy technologies, and have implications for policy makers aiming to influence the direction of smart grid research programs, as well as for researchers in the field of smart grid innovation and technological innovation systems.

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  • Dehdarian, Amin & Tucci, Christopher L, 2021. "A complex network approach for analyzing early evolution of smart grid innovations in Europe," Applied Energy, Elsevier, vol. 298(C).
    • Handle: RePEc:eee:appene:v:298:y:2021:i:c:s0306261921005833
    DOI: 10.1016/j.apenergy.2021.117143
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    1. Frenken, Koen & Saviotti, Paolo P. & Trommetter, Michel, 1999. "Variety and niche creation in aircraft, helicopters, motorcycles and microcomputers," Research Policy, Elsevier, vol. 28(5), pages 469-488, June.
    2. Gergely Palla & Imre Derényi & Illés Farkas & Tamás Vicsek, 2005. "Uncovering the overlapping community structure of complex networks in nature and society," Nature, Nature, vol. 435(7043), pages 814-818, June.
    3. Luca Ardito & Giuseppe Procaccianti & Giuseppe Menga & Maurizio Morisio, 2013. "Smart Grid Technologies in Europe: An Overview," Energies, MDPI, vol. 6(1), pages 1-31, January.
    4. Andy Stirling, 2007. "A General Framework for Analysing Diversity in Science, Technology and Society," SPRU Working Paper Series 156, SPRU - Science Policy Research Unit, University of Sussex Business School.
    5. Erlinghagen, Sabine & Lichtensteiger, Bill & Markard, Jochen, 2015. "Smart meter communication standards in Europe – a comparison," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 1249-1262.
    6. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    7. Suurs, Roald A.A. & Hekkert, Marko P. & Kieboom, Sander & Smits, Ruud E.H.M., 2010. "Understanding the formative stage of technological innovation system development: The case of natural gas as an automotive fuel," Energy Policy, Elsevier, vol. 38(1), pages 419-431, January.
    8. Binz, Christian & Truffer, Bernhard & Coenen, Lars, 2014. "Why space matters in technological innovation systems—Mapping global knowledge dynamics of membrane bioreactor technology," Research Policy, Elsevier, vol. 43(1), pages 138-155.
    9. Bart Verspagen, 2007. "Mapping Technological Trajectories As Patent Citation Networks: A Study On The History Of Fuel Cell Research," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 10(01), pages 93-115.
    10. Carlsson, B & Stankiewicz, R, 1991. "On the Nature, Function and Composition of Technological Systems," Journal of Evolutionary Economics, Springer, vol. 1(2), pages 93-118, April.
    11. Bergek, Anna & Jacobsson, Staffan & Carlsson, Bo & Lindmark, Sven & Rickne, Annika, 2008. "Analyzing the functional dynamics of technological innovation systems: A scheme of analysis," Research Policy, Elsevier, vol. 37(3), pages 407-429, April.
    12. Gino Cattani, 2006. "Technological pre-adaptation, speciation, and emergence of new technologies: how Corning invented and developed fiber optics," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(2), pages 285-318, April.
    13. Mina, A. & Ramlogan, R. & Tampubolon, G. & Metcalfe, J.S., 2007. "Mapping evolutionary trajectories: Applications to the growth and transformation of medical knowledge," Research Policy, Elsevier, vol. 36(5), pages 789-806, June.
    14. Xiao, Yu & Lu, Louis Y.Y. & Liu, John S. & Zhou, Zhili, 2014. "Knowledge diffusion path analysis of data quality literature: A main path analysis," Journal of Informetrics, Elsevier, vol. 8(3), pages 594-605.
    15. Liu, Kun & Arthurs, Jonathan & Cullen, John & Alexander, Roger, 2008. "Internal sequential innovations: How does interrelatedness affect patent renewal?," Research Policy, Elsevier, vol. 37(5), pages 946-953, June.
    16. Carlota Perez, 2009. "Technological revolutions and techno-economic paradigms," The Other Canon Foundation and Tallinn University of Technology Working Papers in Technology Governance and Economic Dynamics 20, TUT Ragnar Nurkse Department of Innovation and Governance.
    17. Matthew O. Jackson & Brian W. Rogers, 2007. "Meeting Strangers and Friends of Friends: How Random Are Social Networks?," American Economic Review, American Economic Association, vol. 97(3), pages 890-915, June.
    Full references (including those not matched with items on IDEAS)

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