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Use of Renewable Energy Sources in the European Union and the Visegrad Group Countries—Results of Cluster Analysis

Author

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  • Elżbieta Kacperska

    (Institute of Economics and Finance, Warsaw University of Life Sciences, 02-787 Warsaw, Poland)

  • Katarzyna Łukasiewicz

    (Management Institute, Warsaw University of Life Sciences, 02-787 Warsaw, Poland)

  • Piotr Pietrzak

    (Management Institute, Warsaw University of Life Sciences, 02-787 Warsaw, Poland)

Abstract

Increasing the use of renewable energy sources is one of the strategic objectives of the European Union. In this regard, it seems necessary to answer the question: which of the member countries are the most effective in its implementation? Therefore, the main goal was to distinguish groups of European Union countries, including the Visegrad Group, differing in the use of renewable energy sources in transport, electricity, heating and cooling (based on cluster analysis). All members of the EU were determinedly selected for research on 1 February 2020 (27 countries). The research period embraced the years 2009–2019. The sources of materials were the literature on the topic and data from Eurostat. Descriptive, tabular, graphical methods and cluster analysis were used in the presentation and analysis of materials. In 2019 wind and hydro power accounted for two-thirds of the total electricity generated from renewable sources. In 2019, renewable energy sources made up 34% of gross electricity consumption in the EU-27. Wind and hydro power accounted for two-thirds of the total electricity generated from renewable sources (35% each). Moreover, it was determined that there were 5 clusters that differed in their use of renewable energy sources. The highest average renewable energy consumption in transport, heating and cooling in 2019 was characterized by a cluster consisting of Sweden and Finland. In contrast, the highest average renewable energy consumption in electricity was characterized by a cluster consisting of countries such as: Austria, Croatia, Denmark, Latvia and Portugal. Finally, in a group that included countries such as Belgium, France, Luxembourg, Malta, the Netherlands and the entire VG (Hungary, Czechia, Slovakia and Poland), renewable energy consumption rates (in transport, electricity, heating and cooling) were lower than the EU average (27 countries).

Suggested Citation

  • Elżbieta Kacperska & Katarzyna Łukasiewicz & Piotr Pietrzak, 2021. "Use of Renewable Energy Sources in the European Union and the Visegrad Group Countries—Results of Cluster Analysis," Energies, MDPI, vol. 14(18), pages 1-17, September.
  • Handle: RePEc:gam:jeners:v:14:y:2021:i:18:p:5680-:d:632355
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    as
    1. Marko Sarstedt & Erik Mooi, 2014. "The Market Research Process," Springer Texts in Business and Economics, in: A Concise Guide to Market Research, edition 2, chapter 2, pages 11-23, Springer.
    2. Stamatios Ntanos & Grigorios Kyriakopoulos & Miltiadis Chalikias & Garyfallos Arabatzis & Michalis Skordoulis, 2018. "Public Perceptions and Willingness to Pay for Renewable Energy: A Case Study from Greece," Sustainability, MDPI, vol. 10(3), pages 1-16, March.
    3. Robert Fischer & Erik Elfgren & Andrea Toffolo, 2018. "Energy Supply Potentials in the Northern Counties of Finland, Norway and Sweden towards Sustainable Nordic Electricity and Heating Sectors: A Review," Energies, MDPI, vol. 11(4), pages 1-31, March.
    4. Vincenzo Dovì & Antonella Battaglini, 2015. "Energy Policy and Climate Change: A Multidisciplinary Approach to a Global Problem," Energies, MDPI, vol. 8(12), pages 1-8, November.
    5. Bogdan Włodarczyk & Daniela Firoiu & George H. Ionescu & Florin Ghiocel & Marek Szturo & Lesław Markowski, 2021. "Assessing the Sustainable Development and Renewable Energy Sources Relationship in EU Countries," Energies, MDPI, vol. 14(8), pages 1-16, April.
    6. Kamlesh Kumar, 2020. "Social, Economic, and Environmental Impacts of Renewable Energy Resources," Chapters, in: Kenneth Eloghene Okedu & Ahmed Tahour & Abdel Ghani Aissaoui (ed.), Wind Solar Hybrid Renewable Energy System, IntechOpen.
    7. Zahedi, A., 2011. "A review of drivers, benefits, and challenges in integrating renewable energy sources into electricity grid," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4775-4779.
    8. Kornél Németh & Zoltán Birkner & Andrea Katona & Nikoletta Göllény-Kovács & Attila Bai & Péter Balogh & Zoltán Gabnai & Erzsébet Péter, 2020. "Can Energy Be a “Local Product” Again? Hungarian Case Study," Sustainability, MDPI, vol. 12(3), pages 1-22, February.
    9. Weitzel, Timm & Glock, C. H., 2018. "Energy Management for Stationary Electric Energy Storage Systems: A Systematic Literature Review," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 88880, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    10. Magdalena Tutak & Jarosław Brodny & Dominika Siwiec & Robert Ulewicz & Peter Bindzár, 2020. "Studying the Level of Sustainable Energy Development of the European Union Countries and Their Similarity Based on the Economic and Demographic Potential," Energies, MDPI, vol. 13(24), pages 1-31, December.
    11. García-Álvarez, María Teresa & Cabeza-García, Laura & Soares, Isabel, 2018. "Assessment of energy policies to promote photovoltaic generation in the European Union," Energy, Elsevier, vol. 151(C), pages 864-874.
    12. Ewelina Kochanek, 2021. "The Energy Transition in the Visegrad Group Countries," Energies, MDPI, vol. 14(8), pages 1-13, April.
    13. Silviu Nate & Yuriy Bilan & Danylo Cherevatskyi & Ganna Kharlamova & Oleksandr Lyakh & Agnieszka Wosiak, 2021. "The Impact of Energy Consumption on the Three Pillars of Sustainable Development," Energies, MDPI, vol. 14(5), pages 1-20, March.
    14. Weitzel, Timm & Glock, Christoph H., 2018. "Energy management for stationary electric energy storage systems: A systematic literature review," European Journal of Operational Research, Elsevier, vol. 264(2), pages 582-606.
    15. Daniel Gabaldón-Estevan & Elisa Peñalvo-López & David Alfonso Solar, 2018. "The Spanish Turn against Renewable Energy Development," Sustainability, MDPI, vol. 10(4), pages 1-16, April.
    16. Bernard Knutel & Anna Pierzyńska & Marcin Dębowski & Przemysław Bukowski & Arkadiusz Dyjakon, 2020. "Assessment of Energy Storage from Photovoltaic Installations in Poland Using Batteries or Hydrogen," Energies, MDPI, vol. 13(15), pages 1-16, August.
    17. Raymond Cattell, 1944. "A note on correlation clusters and cluster search methods," Psychometrika, Springer;The Psychometric Society, vol. 9(3), pages 169-184, September.
    18. Schlör, Holger & Fischer, Wolfgang & Hake, Jürgen-Friedrich, 2013. "Methods of measuring sustainable development of the German energy sector," Applied Energy, Elsevier, vol. 101(C), pages 172-181.
    19. Serhiy Lyeonov & Tetyana Pimonenko & Yuriy Bilan & Dalia Štreimikienė & Grzegorz Mentel, 2019. "Assessment of Green Investments’ Impact on Sustainable Development: Linking Gross Domestic Product Per Capita, Greenhouse Gas Emissions and Renewable Energy," Energies, MDPI, vol. 12(20), pages 1-12, October.
    20. Alexander Titov & György Kövér & Katalin Tóth & Géza Gelencsér & Bernadett Horváthné Kovács, 2021. "Acceptance and Potential of Renewable Energy Sources Based on Biomass in Rural Areas of Hungary," Sustainability, MDPI, vol. 13(4), pages 1-18, February.
    21. Gunnarsdottir, I. & Davidsdottir, B. & Worrell, E. & Sigurgeirsdottir, S., 2021. "Sustainable energy development: History of the concept and emerging themes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
    22. Tomasz Rokicki & Aleksandra Perkowska, 2020. "Changes in Energy Supplies in the Countries of the Visegrad Group," Sustainability, MDPI, vol. 12(19), pages 1-17, September.
    23. Mayis G. Gulaliyev & Elchin R. Mustafayev & Gulsura Y. Mehdiyeva, 2020. "Assessment of Solar Energy Potential and Its Ecological-Economic Efficiency: Azerbaijan Case," Sustainability, MDPI, vol. 12(3), pages 1-11, February.
    24. Marko Sarstedt & Erik Mooi, 2014. "A Concise Guide to Market Research," Springer Texts in Business and Economics, Springer, edition 2, number 978-3-642-53965-7, July.
    25. XU Jianzhong & Albina Assenova & Vasilii Erokhin, 2018. "Renewable Energy and Sustainable Development in a Resource-Abundant Country: Challenges of Wind Power Generation in Kazakhstan," Sustainability, MDPI, vol. 10(9), pages 1-21, September.
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    4. Robert Huterski & Agnieszka Huterska & Ewa Zdunek-Rosa & Grażyna Voss, 2021. "Evaluation of the Level of Electricity Generation from Renewable Energy Sources in European Union Countries," Energies, MDPI, vol. 14(23), pages 1-18, December.
    5. Anna Marciniuk-Kluska & Mariusz Kluska, 2023. "Forecasting Energy Recovery from Municipal Waste in a Closed-Loop Economy," Energies, MDPI, vol. 16(6), pages 1-15, March.
    6. Marcin Bukowski & Janusz Majewski & Agnieszka Sobolewska, 2023. "The Environmental Impact of Changes in the Structure of Electricity Sources in Europe," Energies, MDPI, vol. 16(1), pages 1-22, January.
    7. Joanna Kisielińska & Monika Roman & Piotr Pietrzak & Michał Roman & Katarzyna Łukasiewicz & Elżbieta Kacperska, 2021. "Utilization of Renewable Energy Sources in Road Transport in EU Countries—TOPSIS Results," Energies, MDPI, vol. 14(22), pages 1-18, November.
    8. Zhimin Luo & Jinlong Ma & Zhiqiang Jiang, 2022. "Research on Power System Dispatching Operation under High Proportion of Wind Power Consumption," Energies, MDPI, vol. 15(18), pages 1-17, September.
    9. Suman Gupta, 2023. "Nudging International Sustainable Practices Confirmed with Renewable Energy Consumption," International Journal of Energy Economics and Policy, Econjournals, vol. 13(6), pages 494-503, November.
    10. Jacek Brożyna & Wadim Strielkowski & Aleš Zpěvák, 2023. "Evaluating the Chances of Implementing the “Fit for 55” Green Transition Package in the V4 Countries," Energies, MDPI, vol. 16(6), pages 1-17, March.
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    12. Stancu Stelian & Pernici Andreea, 2023. "Assessing the Evolution of the Energy Mix Worldwide, with a Focus on the Renewable Energy Transition," Management & Marketing, Sciendo, vol. 18(s1), pages 384-397, December.

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