Specialization Patterns for the Development of Renewable Energy Generation Technologies across Countries
Renewable energy is a global priority, as it addresses the goals of carbon neutrality and plays an important role in reshaping energy mixes. The shift from fossil fuels to renewable energy sources (solar, photovoltaic, geothermal, hydropower, wind, and biomass) must be performed without negatively a...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-10-01
|
| Series: | Energies |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1996-1073/16/20/7164 |
| _version_ | 1797574000472227840 |
|---|---|
| author | Adriana Grigorescu Victor Raul Lopez Ruiz Cristina Lincaru Elena Condrea |
| author_facet | Adriana Grigorescu Victor Raul Lopez Ruiz Cristina Lincaru Elena Condrea |
| author_sort | Adriana Grigorescu |
| collection | DOAJ |
| description | Renewable energy is a global priority, as it addresses the goals of carbon neutrality and plays an important role in reshaping energy mixes. The shift from fossil fuels to renewable energy sources (solar, photovoltaic, geothermal, hydropower, wind, and biomass) must be performed without negatively affecting economic growth or our quality of life. Renewable energy-generating technologies (patents) and their implementation (commercialization and usage) play essential roles, as they are the main steps in the process of the transition from conventional to emerging technologies. The decreased usage of fossil fuels, the objectives of the European Green Deal, and other constraints have pushed countries to seek innovative solutions. Depending on the available resources, these solutions involve a wide variety of approaches and may involve the emergence of specific patterns. This study addresses the identification of the cross-country features of specialization patterns in developing renewable energy generation technologies. The methods used are the analysis of the evolution of patent numbers with country fractional value, the application of the Herfindahl–Hirschman Index to renewable energy generation, and the use of the multivariate clustering spatial statistics tool combined with spatial representation. The findings show the differences between countries at the global level and, more specifically, at the EU level, by clustering the countries based on their specialization pattern of renewable energy generation technologies. EU countries belong to the same cluster at the international level, and the deep clustering model shows four patterns. Moreover, the findings highlighted the country profile to be used as a competitive advantage and the group of countries with the same or similar pattern that could be used as partners in implementing new technologies or as models for future actions. The geographical distribution of the specialization offers a picture of potential market development for patents and renewable energy technologies. The countries specialization is a hotspot for decision makers for further developments and policy design support. |
| first_indexed | 2024-03-10T21:17:02Z |
| format | Article |
| id | doaj.art-daa9b98d6b844cc2926aef8ace622b64 |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-10T21:17:02Z |
| publishDate | 2023-10-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-daa9b98d6b844cc2926aef8ace622b642023-11-19T16:23:04ZengMDPI AGEnergies1996-10732023-10-011620716410.3390/en16207164Specialization Patterns for the Development of Renewable Energy Generation Technologies across CountriesAdriana Grigorescu0Victor Raul Lopez Ruiz1Cristina Lincaru2Elena Condrea3Department of Public Management, Faculty of Public Administration, National University of Political Studies and Public Administration, Expozitiei Boulevard, 30A, 012104 Bucharest, RomaniaDepartment of Spanish and International Economics, Econometrics and History and Economic Institutions, University of Castilla-La Mancha, Plaza Universidad, 1, 02071 Albacete, SpainNational Scientific Research Institute for Labor and Social Protection, Povernei Street 6, 010643 Bucharest, RomaniaDepartment of Economics, Faculty of Economic Science, Ovidius University from Constanta, Mamaia Boulevard, 124, 900527 Constanta, RomaniaRenewable energy is a global priority, as it addresses the goals of carbon neutrality and plays an important role in reshaping energy mixes. The shift from fossil fuels to renewable energy sources (solar, photovoltaic, geothermal, hydropower, wind, and biomass) must be performed without negatively affecting economic growth or our quality of life. Renewable energy-generating technologies (patents) and their implementation (commercialization and usage) play essential roles, as they are the main steps in the process of the transition from conventional to emerging technologies. The decreased usage of fossil fuels, the objectives of the European Green Deal, and other constraints have pushed countries to seek innovative solutions. Depending on the available resources, these solutions involve a wide variety of approaches and may involve the emergence of specific patterns. This study addresses the identification of the cross-country features of specialization patterns in developing renewable energy generation technologies. The methods used are the analysis of the evolution of patent numbers with country fractional value, the application of the Herfindahl–Hirschman Index to renewable energy generation, and the use of the multivariate clustering spatial statistics tool combined with spatial representation. The findings show the differences between countries at the global level and, more specifically, at the EU level, by clustering the countries based on their specialization pattern of renewable energy generation technologies. EU countries belong to the same cluster at the international level, and the deep clustering model shows four patterns. Moreover, the findings highlighted the country profile to be used as a competitive advantage and the group of countries with the same or similar pattern that could be used as partners in implementing new technologies or as models for future actions. The geographical distribution of the specialization offers a picture of potential market development for patents and renewable energy technologies. The countries specialization is a hotspot for decision makers for further developments and policy design support.https://www.mdpi.com/1996-1073/16/20/7164renewable energyregional specializationdevelopment patternscross-country analysis |
| spellingShingle | Adriana Grigorescu Victor Raul Lopez Ruiz Cristina Lincaru Elena Condrea Specialization Patterns for the Development of Renewable Energy Generation Technologies across Countries Energies renewable energy regional specialization development patterns cross-country analysis |
| title | Specialization Patterns for the Development of Renewable Energy Generation Technologies across Countries |
| title_full | Specialization Patterns for the Development of Renewable Energy Generation Technologies across Countries |
| title_fullStr | Specialization Patterns for the Development of Renewable Energy Generation Technologies across Countries |
| title_full_unstemmed | Specialization Patterns for the Development of Renewable Energy Generation Technologies across Countries |
| title_short | Specialization Patterns for the Development of Renewable Energy Generation Technologies across Countries |
| title_sort | specialization patterns for the development of renewable energy generation technologies across countries |
| topic | renewable energy regional specialization development patterns cross-country analysis |
| url | https://www.mdpi.com/1996-1073/16/20/7164 |
| work_keys_str_mv | AT adrianagrigorescu specializationpatternsforthedevelopmentofrenewableenergygenerationtechnologiesacrosscountries AT victorraullopezruiz specializationpatternsforthedevelopmentofrenewableenergygenerationtechnologiesacrosscountries AT cristinalincaru specializationpatternsforthedevelopmentofrenewableenergygenerationtechnologiesacrosscountries AT elenacondrea specializationpatternsforthedevelopmentofrenewableenergygenerationtechnologiesacrosscountries |