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Hotspots and Tendencies of Energy Optimization Based on Bibliometric Review

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  • Issam Hanafi

    (Laboratory of Engineering Sciences and Applications, ENSAH, Abdelmalek Essaâdi University, Al Hoceima 32000, Morocco
    Optics, Materials and Systems Team, FS-Tétouan, Abdelmalek Essaâdi University, Tetouan 93000, Morocco)

  • Bousselham Samoudi

    (Laboratory of Engineering Sciences and Applications, ENSAH, Abdelmalek Essaâdi University, Al Hoceima 32000, Morocco
    Optics, Materials and Systems Team, FS-Tétouan, Abdelmalek Essaâdi University, Tetouan 93000, Morocco)

  • Ahlem Ben Halima

    (EMIR, Private Higher School of Engineering of Monastir, Monastir 5060, Tunisia)

  • Laurent Canale

    (French National Center of Scientific Research (CNRS), LAPLACE, UMR 5213, 31000 Toulouse, France)

Abstract

Due to the highly recent innovations in energy optimization research, this study presents a systematic overview of the area, exposing gaps and interesting directions for future research. The current study investigated the trend of research growth using 24,946 research paper with 731,873 references data gathered from the Web of Science Core Collection database (WOS), from the period between 1990 and September 2022, using bibliographic coupling and keyword co-occurrence. The aim of this research is to analyze bibliometric efficiency criteria, such as publishing and citation trends, the top ten institutions, countries, and the most frequently referenced articles. The Matlab and Vos viewer software illustrate the current state of visualization research articles. Science maps as result of indicators, such as the most often used keywords plus and keywords, citation and co-citation, and collaboration is also being established for in-depth research. The study findings enable us to conclude that the number of publications in this field show that the importance has grown tremendously over the last 30 years, with China, United States, Germany, and India emerging as the countries that publish the most. The top ten researchers in led energy optimization were also identified. Academics should become acquainted with the hotspots in this discipline as soon as possible. This is also the first study to use bibliometric research to thoroughly evaluate the energy optimization literature. It will help researchers widen their knowledge and quickly comprehend the present condition and trend of development.

Suggested Citation

  • Issam Hanafi & Bousselham Samoudi & Ahlem Ben Halima & Laurent Canale, 2022. "Hotspots and Tendencies of Energy Optimization Based on Bibliometric Review," Energies, MDPI, vol. 16(1), pages 1-22, December.
  • Handle: RePEc:gam:jeners:v:16:y:2022:i:1:p:158-:d:1013066
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    References listed on IDEAS

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    1. Maki, Seiya & Fujii, Minoru & Fujita, Tsuyoshi & Shiraishi, Yasushi & Ashina, Shuichi & Gomi, Kei & Sun, Lu & Budi Nugroho, Sudarmanto & Nakano, Ryoko & Osawa, Takahiro & Immanuel, Gito & Boer, Rizald, 2022. "A deep reinforced learning spatiotemporal energy demand estimation system using deep learning and electricity demand monitoring data," Applied Energy, Elsevier, vol. 324(C).
    2. Wen, Xuanhao & Cao, Huajun & Li, Hongcheng & Zheng, Jie & Ge, Weiwei & Chen, Erheng & Gao, Xi & Hon, Bernard, 2022. "A dual energy benchmarking methodology for energy-efficient production planning and operation of discrete manufacturing systems using data mining techniques," Energy, Elsevier, vol. 255(C).
    3. Ridha, Hussein Mohammed & Gomes, Chandima & Hizam, Hashim & Ahmadipour, Masoud & Heidari, Ali Asghar & Chen, Huiling, 2021. "Multi-objective optimization and multi-criteria decision-making methods for optimal design of standalone photovoltaic system: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    4. Lee, Junsoo & Kim, Tae Wan & Koo, Choongwan, 2022. "A novel process model for developing a scalable room-level energy benchmark using real-time bigdata: Focused on identifying representative energy usage patterns," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
    5. Adriana Dima & Alexandru-Mihai Bugheanu & Ruxandra Dinulescu & Ana-Madalina Potcovaru & Constanta Alice Stefanescu & Irinel Marin, 2022. "Exploring the Research Regarding Frugal Innovation and Business Sustainability through Bibliometric Analysis," Sustainability, MDPI, vol. 14(3), pages 1-36, January.
    6. Na, Hongming & Sun, Jingchao & Qiu, Ziyang & Yuan, Yuxing & Du, Tao, 2022. "Optimization of energy efficiency, energy consumption and CO2 emission in typical iron and steel manufacturing process," Energy, Elsevier, vol. 257(C).
    7. Eder Andrade da Silva & Carlos Alejandro Urzagasti & Joylan Nunes Maciel & Jorge Javier Gimenez Ledesma & Marco Roberto Cavallari & Oswaldo Hideo Ando Junior, 2022. "Development of a Self-Calibrated Embedded System for Energy Management in Low Voltage," Energies, MDPI, vol. 15(22), pages 1-21, November.
    8. Dorin Vicentiu Popescu & Adriana Dima & Elena Radu & Ecaterina Milica Dobrota & Victor Marian Dumitrache, 2022. "Bibliometric Analysis of the Green Deal Policies in the Food Chain," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 24(60), pages 410-410, April.
    9. Gary Ampuño & Juan Lata-Garcia & Francisco Jurado, 2020. "Evaluation of Energy Efficiency and the Reduction of Atmospheric Emissions by Generating Electricity from a Solar Thermal Power Generation Plant," Energies, MDPI, vol. 13(3), pages 1-20, February.
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