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A smart grids knowledge transfer paradigm supported by experts' throughput modeling artificial intelligence algorithmic processes

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  • Rodgers, Waymond
  • Cardenas, Jesus A.
  • Gemoets, Leopoldo A.
  • Sarfi, Robert J.

Abstract

This paper presents an artificial intelligence algorithmic knowledge transfer approach to the models that have been developed throughout the world for smart grid networks. Many nations are moving forward to implement smarter ways to generate, distribute and network energy, while others are expecting the leading countries to take the initiative and then follow suit. Therefore, we theoretically identify three dimensions of experts' competencies—perception, judgment, and decision choice supported by the Throughput Model algorithms for knowledge transfer. Integrating the Throughput Model algorithmic framework and Deming Cycle (i.e., plan, do, check, act), we propose that Information and Communication Technology (ICT) systems influence experts' decision making towards implementation of Smart Grids (SG). This model was backed up with the perspectives of 32 global experts as surveyed using Carnegie Mellon Maturity model questions and analyzed the results using PLS to validate the findings and compare them to our enhanced knowledge transfer developed from Deming's PDCA cycle. Our results suggest that these key algorithmic decision-making components are critical in explaining the successful application of planning, doing, checking/ acting, and planning of renewable energy technology as well as for a greener environment.

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  • Rodgers, Waymond & Cardenas, Jesus A. & Gemoets, Leopoldo A. & Sarfi, Robert J., 2023. "A smart grids knowledge transfer paradigm supported by experts' throughput modeling artificial intelligence algorithmic processes," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    • Handle: RePEc:eee:tefoso:v:190:y:2023:i:c:s0040162523000586
    DOI: 10.1016/j.techfore.2023.122373
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    References listed on IDEAS

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    1. Steven Postrel, 2002. "Islands of Shared Knowledge: Specialization and Mutual Understanding in Problem-Solving Teams," Organization Science, INFORMS, vol. 13(3), pages 303-320, June.
    2. Alfredo Ramírez Díaz & Francisco J. Ramos-Real & Gustavo A. Marrero & Yannick Perez, 2015. "Impact of Electric Vehicles as Distributed Energy Storage in Isolated Systems: The Case of Tenerife," Sustainability, MDPI, vol. 7(11), pages 1-27, November.
    3. Pearson, Ivan L.G., 2011. "Smart grid cyber security for Europe," Energy Policy, Elsevier, vol. 39(9), pages 5211-5218, September.
    4. Argote, Linda & Ingram, Paul, 2000. "Knowledge Transfer: A Basis for Competitive Advantage in Firms," Organizational Behavior and Human Decision Processes, Elsevier, vol. 82(1), pages 150-169, May.
    5. Waymond Rodgers & Salem Al Fayi, 2019. "Ethical pathways of internal audit reporting lines," Accounting Forum, Taylor & Francis Journals, vol. 43(2), pages 220-245, April.
    6. Jelena Lukić & Miloš Radenković & Marijana Despotović-Zrakić & Aleksandra Labus & Zorica Bogdanović, 2017. "Supply chain intelligence for electricity markets: A smart grid perspective," Information Systems Frontiers, Springer, vol. 19(1), pages 91-107, February.
    7. Mark Easterby‐Smith & Marjorie A. Lyles & Eric W. K. Tsang, 2008. "Inter‐Organizational Knowledge Transfer: Current Themes and Future Prospects," Journal of Management Studies, Wiley Blackwell, vol. 45(4), pages 677-690, June.
    8. Andersson, Patric, 2004. "Does experience matter in lending? A process-tracing study on experienced loan officers' and novices' decision behavior," Journal of Economic Psychology, Elsevier, vol. 25(4), pages 471-492, August.
    9. Anand Nair & Tingting Yan & Young K. Ro & Adegoke Oke & Todd H. Chiles & Su-Yol Lee, 2016. "How Environmental Innovations Emerge and Proliferate in Supply Networks: A Complex Adaptive Systems Perspective," Journal of Supply Chain Management, Institute for Supply Management, vol. 52(2), pages 66-86, April.
    10. Srivastava, Anurag K. & Annabathina, Bharath & Kamalasadan, Sukumar, 2010. "The Challenges and Policy Options for Integrating Plug-in Hybrid Electric Vehicle into the Electric Grid," The Electricity Journal, Elsevier, vol. 23(3), pages 83-91, April.
    11. David Benson & Harriet Bulkeley & David Demeritt & Andy Jordan & Jim Murphy & Henrik Selin, 2016. "Environment and sustainable development scholarship: A celebration," Environment and Planning A, , vol. 48(9), pages 1679-1680, September.
    12. Alfredo Ramírez Díaz & Francisco J. Ramos-Real & Gustavo A. Marrero & Yannick Perez, 2015. "Impact of Electric Vehicles as Distributed Energy Storage in Isolated Systems: The Case of Tenerife," Sustainability, MDPI, Open Access Journal, vol. 7(11), pages 1-27, November.
    13. Rodgers, Waymond & Alhendi, Eyad & Xie, Feixue, 2019. "The impact of foreignness on the compliance with cybersecurity controls," Journal of World Business, Elsevier, vol. 54(6), pages 1-1.
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    Cited by:

    1. Wei, Xiahai & Jiang, Feng & Chen, Yu & Hua, Wenhui, 2024. "Towards green development: The role of intelligent manufacturing in promoting corporate environmental performance," Energy Economics, Elsevier, vol. 131(C).

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