IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v17y2024i22p5596-d1517312.html
   My bibliography  Save this article

From Fossil Fuels to Renewables: Clustering European Primary Energy Production from 1990 to 2022

Author

Listed:
  • Piotr Kosowski

    (Department of Petroleum Engineering, AGH University, al. Mickiewicza 30, 30-059 Krakow, Poland)

Abstract

This study examines the structural shifts in primary energy production across European countries from 1990 to 2022, focusing on changes in energy sources and their implications for energy security and sustainability. Set against a backdrop of evolving geopolitical landscapes, economic pressures, and climate policies, including significant recent impacts such as the conflict in Ukraine, this research highlights the critical importance of a stable and diversified energy supply. The analysis utilizes the k -means clustering method, examining countries for which data are available in the Eurostat database and considering primary energy sources as defined by the Standard International Energy Product Classification (SIEC), including solid fossil fuels, natural gas, crude oil, nuclear energy, renewable energy sources, peat, and non-renewable waste. By categorizing European nations into clusters based on their energy production profiles, the study reveals substantial transitions from fossil fuel-based systems to those increasingly dominated by renewable energy sources. While some countries have made significant progress in integrating renewables, others remain heavily dependent on traditional energy sources such as coal and natural gas. The findings underscore the growing role of natural gas as a bridge fuel and the relatively stable contribution of nuclear energy in certain regions. A key outcome is the observed disparity between energy production and consumption across Europe, with many large economies facing a persistent deficit in domestic energy production, resulting in a high reliance on energy imports, particularly of natural gas and oil. This dependency poses significant challenges to energy security, especially given recent geopolitical disruptions and market fluctuations. The paper also discusses the environmental implications of these energy trends, emphasizing the vital role of renewable energy in achieving the European Union’s decarbonization goals.

Suggested Citation

  • Piotr Kosowski, 2024. "From Fossil Fuels to Renewables: Clustering European Primary Energy Production from 1990 to 2022," Energies, MDPI, vol. 17(22), pages 1-23, November.
  • Handle: RePEc:gam:jeners:v:17:y:2024:i:22:p:5596-:d:1517312
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/17/22/5596/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/17/22/5596/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Cocklin, Chris, 1993. "Anatomy of a future energy crisis Restructuring and the energy sector in New Zealand," Energy Policy, Elsevier, vol. 21(8), pages 881-892, August.
    2. Jerg Gutmann & Hans Pitlik & Andrea Fronaschütz, 2023. "Has the Russian invasion of Ukraine reinforced anti-globalization sentiment in Austria?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 50(2), pages 289-299, May.
    3. Glenn Milligan & Martha Cooper, 1985. "An examination of procedures for determining the number of clusters in a data set," Psychometrika, Springer;The Psychometric Society, vol. 50(2), pages 159-179, June.
    4. Hedenus, Fredrik & Azar, Christian & Johansson, Daniel J.A., 2010. "Energy security policies in EU-25--The expected cost of oil supply disruptions," Energy Policy, Elsevier, vol. 38(3), pages 1241-1250, March.
    5. Piotr Adamczyk, 2022. "Does the Volatility of Oil Price Affect the Structure of Employment? The Role of Exchange Rate Regime and Energy Import Dependency," Energies, MDPI, vol. 15(19), pages 1-10, September.
    6. Dalia Streimikiene & Indre Siksnelyte-Butkiene & Vidas Lekavicius, 2023. "Energy Diversification and Security in the EU: Comparative Assessment in Different EU Regions," Economies, MDPI, vol. 11(3), pages 1-18, March.
    7. Iyke, Bernard Njindan, 2024. "Climate change, energy security risk, and clean energy investment," Energy Economics, Elsevier, vol. 129(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Piotr Kosowski & Katarzyna Kosowska & Damian Janiga, 2023. "Primary Energy Consumption Patterns in Selected European Countries from 1990 to 2021: A Cluster Analysis Approach," Energies, MDPI, vol. 16(19), pages 1-28, October.
    2. Piotr Kosowski & Katarzyna Kosowska & Wojciech Nawalaniec, 2022. "Application of Bayesian Networks in Modeling of Underground Gas Storage Energy Security," Energies, MDPI, vol. 15(14), pages 1-24, July.
    3. Katarzyna Kosowska & Piotr Kosowski, 2022. "Energy Security of Hydropower Producing Countries—The Cases of Tajikistan and Kyrgyzstan," Energies, MDPI, vol. 15(21), pages 1-28, October.
    4. Liu, Pei-chen Barry & Hansen, Mark & Mukherjee, Avijit, 2008. "Scenario-based air traffic flow management: From theory to practice," Transportation Research Part B: Methodological, Elsevier, vol. 42(7-8), pages 685-702, August.
    5. repec:zbw:bofitp:2022_009 is not listed on IDEAS
    6. Lechón, Y. & de la Rúa, C. & Rodríguez, I. & Caldés, N., 2019. "Socioeconomic implications of biofuels deployment through an Input-Output approach. A case study in Uruguay," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 178-191.
    7. Nils D. Steiner & Ruxanda Berlinschi & Etienne Farvaque & Jan Fidrmuc & Philipp Harms & Alexander Mihailov & Michael Neugart & Piotr Stanek, 2023. "Rallying around the EU flag: Russia's invasion of Ukraine and attitudes toward European integration," Journal of Common Market Studies, Wiley Blackwell, vol. 61(2), pages 283-301, March.
    8. Li, Pai-Ling & Chiou, Jeng-Min, 2011. "Identifying cluster number for subspace projected functional data clustering," Computational Statistics & Data Analysis, Elsevier, vol. 55(6), pages 2090-2103, June.
    9. Alessandra Cepparulo & Antonello Zanfei, 2019. "The diffusion of public eServices in European cities," Working Papers 1904, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2019.
    10. Noelia Caceres & Luis M. Romero & Francisco J. Morales & Antonio Reyes & Francisco G. Benitez, 2018. "Estimating traffic volumes on intercity road locations using roadway attributes, socioeconomic features and other work-related activity characteristics," Transportation, Springer, vol. 45(5), pages 1449-1473, September.
    11. Michele Cincera, 2005. "Firms' productivity growth and R&D spillovers: An analysis of alternative technological proximity measures," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(8), pages 657-682.
    12. Douglas L. Steinley & M. J. Brusco, 2019. "Using an Iterative Reallocation Partitioning Algorithm to Verify Test Multidimensionality," Journal of Classification, Springer;The Classification Society, vol. 36(3), pages 397-413, October.
    13. Javier Sevil-Serrano & Alberto Aibar-Solana & Ángel Abós & José Antonio Julián & Luis García-González, 2019. "Healthy or Unhealthy? The Cocktail of Health-Related Behavior Profiles in Spanish Adolescents," IJERPH, MDPI, vol. 16(17), pages 1-14, August.
    14. Jacques-Antoine Gauthier & Eric D. Widmer & Philipp Bucher & Cédric Notredame, 2009. "How Much Does It Cost?," Sociological Methods & Research, , vol. 38(1), pages 197-231, August.
    15. Anghel Madalina-Gabriela & Iacob Stefan Virgil & Strijek Denis-Arthur, 2024. "Relevant Aspects Regarding The European Union Independence On Energy Imports," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 6, pages 12-23, December.
    16. Jack DeWaard & Keuntae Kim & James Raymer, 2012. "Migration Systems in Europe: Evidence From Harmonized Flow Data," Demography, Springer;Population Association of America (PAA), vol. 49(4), pages 1307-1333, November.
    17. Vicente Rodríguez Montequín & Joaquín Villanueva Balsera & Sonia María Cousillas Fernández & Francisco Ortega Fernández, 2018. "Exploring Project Complexity through Project Failure Factors: Analysis of Cluster Patterns Using Self-Organizing Maps," Complexity, Hindawi, vol. 2018, pages 1-17, May.
    18. Goethner, Maximilian & Hornuf, Lars & Regner, Tobias, 2021. "Protecting investors in equity crowdfunding: An empirical analysis of the small investor protection act," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    19. Román-Collado, Rocío & Casado Ruíz, Virginia, 2024. "Key effects contributing to changes in energy imports in the EU-27 between 2000 and 2020: A decomposition analysis based on the Sankey diagram," Energy Economics, Elsevier, vol. 140(C).
    20. Maria Lo Bue & Stephan Klasen, 2013. "Identifying Synergies and Complementarities Between MDGs: Results from Cluster Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 113(2), pages 647-670, September.
    21. Valérie Barraud-Didier & Marie-Christine Henninger & Pierre Triboulet, 2014. "La Participation des Adhérents Dans Leurs Coopératives Agricoles: Une Étude Exploratoire du Secteur Céréalier Français," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 62(1), pages 125-148, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:17:y:2024:i:22:p:5596-:d:1517312. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.