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Digitalization in Energy Production, Distribution, and Consumption: A Systematic Literature Review

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  • Cezar-Petre Simion

    (Department of Management, Bucharest University of Economic Studies, 6 Piața Romană, 010374 Bucharest, Romania)

  • Cătălin-Alexandru Verdeș

    (Department of Management, Bucharest University of Economic Studies, 6 Piața Romană, 010374 Bucharest, Romania)

  • Alexandra-Andreea Mironescu

    (Department of Management, Bucharest University of Economic Studies, 6 Piața Romană, 010374 Bucharest, Romania)

  • Florin-Gabriel Anghel

    (Department of Management, Bucharest University of Economic Studies, 6 Piața Romană, 010374 Bucharest, Romania)

Abstract

For this study, we conducted a systematic review of the literature on digitalization in energy production, distribution, and consumption over a sufficiently long period in order to reveal the trends and particularities of this phenomenon at the sectoral level. For the systematic review of the literature, representative articles on the subject indexed in the Web of Science and Scopus databases were selected using the PRISMA 2020 flow diagram. As a result of the systematic review of the literature, a significant number of articles on the subject of digitalization in the energy sector were found—both over the entire period considered and especially in the last five years—indicating the magnitude of the digitalization process in this field. The impacts of digitalization in the energy production, distribution, and consumption sectors materialized in the aspects of health, safety, and environmental improvement; process improvements; and cost reductions. The most important technologies used in the digitalization process include data mining and machine learning, smart grid/smart metering/smart home, Internet of Things, cybersecurity, and automation solutions (e.g., robotics, drones, and distribution automation).

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  • Cezar-Petre Simion & Cătălin-Alexandru Verdeș & Alexandra-Andreea Mironescu & Florin-Gabriel Anghel, 2023. "Digitalization in Energy Production, Distribution, and Consumption: A Systematic Literature Review," Energies, MDPI, vol. 16(4), pages 1-30, February.
    • Handle: RePEc:gam:jeners:v:16:y:2023:i:4:p:1960-:d:1070328
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    References listed on IDEAS

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    1. Florin Mihai & Ofelia Ema Aleca & Andrei Stanciu & Mirela Gheorghe & Mirela Stan, 2022. "Digitalization—The Engine of Sustainability in the Energy Industry," Energies, MDPI, vol. 15(6), pages 1-17, March.
    2. Irina Bogdana Pugna & Dana Maria Boldeanu & Mirela Gheorghe & Gabriel Cozgarea & Adrian Nicolae Cozgarea, 2022. "Management Perspectives towards the Data-Driven Organization in the Energy Sector," Energies, MDPI, vol. 15(16), pages 1-20, August.
    3. Khayyam, Hamid & Naebe, Minoo & Milani, Abbas S. & Fakhrhoseini, Seyed Mousa & Date, Abhijit & Shabani, Bahman & Atkiss, Steve & Ramakrishna, Seeram & Fox, Bronwyn & Jazar, Reza N., 2021. "Improving energy efficiency of carbon fiber manufacturing through waste heat recovery: A circular economy approach with machine learning," Energy, Elsevier, vol. 225(C).
    4. Olga V. Loseva & Svetlana V. Karpova & Konstantin O. Rasteryaev & Elizaveta S. Sokolova & Svetlana V. Makar & Khvicha P. Kharchilava, 2020. "Sustainable Energy in Island States: Comparative Analysis of New Trends in Energy Digitalization and the Experience of the UK, Japan, Indonesia and Cyprus," International Journal of Energy Economics and Policy, Econjournals, vol. 10(6), pages 722-731.
    5. Wadim Strielkowski & Olga Kovaleva & Tatiana Efimtseva, 2022. "Impacts of Digital Technologies for the Provision of Energy Market Services on the Safety of Residents and Consumers," Sustainability, MDPI, vol. 14(5), pages 1-18, March.
    6. Lucian Mihet-Popa & Sergio Saponara, 2018. "Toward Green Vehicles Digitalization for the Next Generation of Connected and Electrified Transport Systems," Energies, MDPI, vol. 11(11), pages 1-24, November.
    7. Marco Pau & Panagiotis Kapsalis & Zhiyu Pan & George Korbakis & Dario Pellegrino & Antonello Monti, 2022. "MATRYCS—A Big Data Architecture for Advanced Services in the Building Domain," Energies, MDPI, vol. 15(7), pages 1-22, April.
    8. Marco G. Pinheiro & Sara C. Madeira & Alexandre P. Francisco, 2022. "Shapelets to Classify Energy Demand Time Series," Energies, MDPI, vol. 15(8), pages 1-17, April.
    9. Edmund Widl & Giorgio Agugiaro & Jan Peters-Anders, 2021. "Linking Semantic 3D City Models with Domain-Specific Simulation Tools for the Planning and Validation of Energy Applications at District Level," Sustainability, MDPI, vol. 13(16), pages 1-24, August.
    10. Marina V. Shinkevich & Yulia V. Vertakova & Farida F. Galimulina, 2020. "Synergy of Digitalization within the Framework of Increasing Energy Efficiency in Manufacturing Industry," International Journal of Energy Economics and Policy, Econjournals, vol. 10(3), pages 456-464.
    11. Gasser, Jan & Cai, Hanmin & Karagiannopoulos, Stavros & Heer, Philipp & Hug, Gabriela, 2021. "Predictive energy management of residential buildings while self-reporting flexibility envelope," Applied Energy, Elsevier, vol. 288(C).
    12. Phylicia Cicilio & David Glennon & Adam Mate & Arthur Barnes & Vishvas Chalishazar & Eduardo Cotilla-Sanchez & Bjorn Vaagensmith & Jake Gentle & Craig Rieger & Richard Wies & Mohammad Heidari Kapourch, 2021. "Resilience in an Evolving Electrical Grid," Energies, MDPI, vol. 14(3), pages 1-25, January.
    13. Madurai Elavarasan, Rajvikram & Pugazhendhi, Rishi & Jamal, Taskin & Dyduch, Joanna & Arif, M.T. & Manoj Kumar, Nallapaneni & Shafiullah, GM & Chopra, Shauhrat S. & Nadarajah, Mithulananthan, 2021. "Envisioning the UN Sustainable Development Goals (SDGs) through the lens of energy sustainability (SDG 7) in the post-COVID-19 world," Applied Energy, Elsevier, vol. 292(C).
    14. Elena Korneeva & Nina Olinder & Wadim Strielkowski, 2021. "Consumer Attitudes to the Smart Home Technologies and the Internet of Things (IoT)," Energies, MDPI, vol. 14(23), pages 1-15, November.
    15. Brugger, Heike & Eichhammer, Wolfgang & Mikova, Nadezhda & Dönitz, Ewa, 2021. "Energy Efficiency Vision 2050: How will new societal trends influence future energy demand in the European countries?," Energy Policy, Elsevier, vol. 152(C).
    16. Minkyu Kim & Chankook Park, 2021. "Academic Topics Related to Household Energy Consumption Using the Future Sign Detection Technique," Energies, MDPI, vol. 14(24), pages 1-24, December.
    17. Teresa Pakulska & Małgorzata Poniatowska-Jaksch, 2022. "Digitalization in the Renewable Energy Sector—New Market Players," Energies, MDPI, vol. 15(13), pages 1-21, June.
    18. Przemysław Kaszyński & Pablo Benalcazar & Piotr Pałka & Roman Rój & Marcin Malec, 2021. "Optimal Location-Allocation of Printing Devices for Energy Saving Using a Novel MILP Approach," Energies, MDPI, vol. 14(19), pages 1-25, October.
    19. Ali Alhamami & Ioan Petri & Yacine Rezgui & Sylvain Kubicki, 2020. "Promoting Energy Efficiency in the Built Environment through Adapted BIM Training and Education," Energies, MDPI, vol. 13(9), pages 1-24, May.
    20. Gährs, Swantje & Knoefel, Jan, 2020. "Stakeholder demands and regulatory framework for community energy storage with a focus on Germany," Energy Policy, Elsevier, vol. 144(C).
    21. Natalia Larionova & Julia Varlamova & Julia Kolesnikova, 2021. "Does Digitalization Reduce Electricity Consumption? Evidence from Spatial Analysis," International Journal of Energy Economics and Policy, Econjournals, vol. 11(2), pages 413-419.
    22. Anne-Wil Harzing & Satu Alakangas, 2016. "Google Scholar, Scopus and the Web of Science: a longitudinal and cross-disciplinary comparison," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(2), pages 787-804, February.
    23. Chankook Park, 2022. "Expansion of servitization in the energy sector and its implications," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 11(4), July.
    24. Jennifer Gabrys, 2022. "Programming Nature as Infrastructure in the Smart Forest City," Journal of Urban Technology, Taylor & Francis Journals, vol. 29(1), pages 13-19, January.
    25. Inéz Labucay, 2022. "Is There a Smart Sustainability Transition in Manufacturing? Tracking Externalities in Machine Tools over Three Decades," Sustainability, MDPI, vol. 14(2), pages 1-28, January.
    26. Maroufkhani, Parisa & Desouza, Kevin C. & Perrons, Robert K. & Iranmanesh, Mohammad, 2022. "Digital transformation in the resource and energy sectors: A systematic review," Resources Policy, Elsevier, vol. 76(C).
    27. Yuquan Meng & Yuhang Yang & Haseung Chung & Pil-Ho Lee & Chenhui Shao, 2018. "Enhancing Sustainability and Energy Efficiency in Smart Factories: A Review," Sustainability, MDPI, vol. 10(12), pages 1-28, December.
    28. Jamali, Mohammad-Bagher & Rasti-Barzoki, Morteza & Khosroshahi, Hossein & Altmann, Jörn, 2022. "An evolutionary game-theoretic approach to study the technological transformation of the industrial sector toward renewable electricity procurement: A case study of Iran," Applied Energy, Elsevier, vol. 318(C).
    29. Sholpan Smagulova & Aigerim Yermukhanbetova & Galiya Akimbekova & Saira Yessimzhanova & Dina Razakova & Murat Nurgabylov & Saltanat Zhakupova, 2022. "Prospects for Digitalization of Energy and Agro-Industrial Complex of Kazakhstan," International Journal of Energy Economics and Policy, Econjournals, vol. 12(2), pages 198-209, March.
    30. Oskar Juszczyk & Khuram Shahzad, 2022. "Blockchain Technology for Renewable Energy: Principles, Applications and Prospects," Energies, MDPI, vol. 15(13), pages 1-24, June.
    31. Paul Schott & Johannes Sedlmeir & Nina Strobel & Thomas Weber & Gilbert Fridgen & Eberhard Abele, 2019. "A Generic Data Model for Describing Flexibility in Power Markets," Energies, MDPI, vol. 12(10), pages 1-29, May.
    32. Deborah Dougherty & Danielle D. Dunne, 2012. "Digital Science and Knowledge Boundaries in Complex Innovation," Organization Science, INFORMS, vol. 23(5), pages 1467-1484, October.
    33. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    34. Sovacool, Benjamin K. & Furszyfer Del Rio, Dylan D., 2020. "Smart home technologies in Europe: A critical review of concepts, benefits, risks and policies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 120(C).
    35. Matthias Thomitzek & Oke Schmidt & Gabriela Ventura Silva & Hassan Karaki & Mark Lippke & Ulrike Krewer & Daniel Schröder & Arno Kwade & Christoph Herrmann, 2022. "Digitalization Platform for Mechanistic Modeling of Battery Cell Production," Sustainability, MDPI, vol. 14(3), pages 1-22, January.
    36. Ajanovic, Amela & Hiesl, Albert & Haas, Reinhard, 2020. "On the role of storage for electricity in smart energy systems," Energy, Elsevier, vol. 200(C).
    37. Mahendra Singh & Jiao Jiao & Marian Klobasa & Rainer Frietsch, 2022. "Servitization of Energy Sector: Emerging Service Business Models and Startup’s Participation," Energies, MDPI, vol. 15(7), pages 1-20, April.
    38. Alexey I. Shinkevich & Yuri Yu. Kostyukhin & Diana Yu. Savon & Andrey E. Safronov & Alexander V. Aleksakhin, 2021. "Optimization of Energy-Efficient Functioning of the Oil and Gas Sector of the Economy through Digitalization and Resource Conservation," International Journal of Energy Economics and Policy, Econjournals, vol. 11(5), pages 321-330.
    39. Lange, Steffen & Pohl, Johanna & Santarius, Tilman, 2020. "Digitalization and energy consumption. Does ICT reduce energy demand?," Ecological Economics, Elsevier, vol. 176(C).
    40. Alexey I. Shinkevich, 2020. "Modeling the Efficiency of Using Digital Technologies of Energy and Resource Saving Technologies at Petrochemical Enterprises," International Journal of Energy Economics and Policy, Econjournals, vol. 10(5), pages 1-6.
    41. Falko Ebe & Basem Idlbi & David E. Stakic & Shuo Chen & Christoph Kondzialka & Matthias Casel & Gerd Heilscher & Christian Seitl & Roland Bründlinger & Thomas I. Strasser, 2018. "Comparison of Power Hardware-in-the-Loop Approaches for the Testing of Smart Grid Controls," Energies, MDPI, vol. 11(12), pages 1-29, December.
    42. Giordano, Vincenzo & Fulli, Gianluca, 2012. "A business case for Smart Grid technologies: A systemic perspective," Energy Policy, Elsevier, vol. 40(C), pages 252-259.
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