IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v15y2022i24p9531-d1004856.html
   My bibliography  Save this article

Topic Taxonomy and Metadata to Support Renewable Energy Digitalisation

Author

Listed:
  • Andrea Michiorri

    (Mines Paris, PSL University, Centre for Processes, Renewable Energy and Energy Systems (PERSEE), 06904 Sophia Antipolis, France)

  • Anna Maria Sempreviva

    (Department of Wind Energy and Energy Systems, Technical University of Denmark, DTU, Risoe Campus, Frederiksborgvej 399, 4000 Roskilde, Denmark)

  • Sean Philipp

    (AIT Austrian Institute of Technology GmbH, Giefinggasse 2, 1210 Vienna, Austria)

  • Paula Perez-Lopez

    (Mines Paris, PSL University, Centre Observation, Impacts, Energy (O.I.E.), 06904 Sophia Antipolis, France)

  • Alain Ferriere

    (Laboratoire PROMES-CNRS, 7 Rue Du Four Solaire, 66120 Font-Romeu Odeillo, France)

  • David Moser

    (EURAC Research, Viale Druso, 1, 39100 Bolzano, Italy)

Abstract

Research and innovation in renewable energy, such as wind and solar, have been supporting the green transformation of energy systems, the backbone of a low-carbon climate-resilient society. The major challenge is to manage the complexity of the grid transformation to allow for higher shares of highly variable renewables while securing the safety of the stability of the grid and a stable energy supply. A great help comes from the ongoing digital transformation where digitisation of infrastructures and assets in research and industry generates multi-dimensional and multi-disciplinary digital data. However, a data user needs help to find the correct data to exploit. This has two significant facets: first, missing data management, i.e., datasets are neither findable because of missing community standard metadata and taxonomies, nor interoperable, i.e., missing standards for data formats; second, data owners having a negative perception of sharing data. To make data ready for data science exploitation, one of the necessary steps to map the existing data and their availability to facilitate their access is to create a taxonomy for the field’s topics. For this, a group of experts in different renewable technologies such as photovoltaics, wind and concentrated solar power and in transversal fields such as life cycle assessment and the EU taxonomy for sustainable activities have been gathered to propose a coherent and detailed taxonomy for renewable energy-related data. The result is a coherent classification of relevant data sources, considering both the general aspects applicable to electricity generation from selected renewable energy technologies and the specific aspects of each of them. It is based on previous relevant work and can be easily extended to other renewable resources not considered in this work and conventional energy technology.

Suggested Citation

  • Andrea Michiorri & Anna Maria Sempreviva & Sean Philipp & Paula Perez-Lopez & Alain Ferriere & David Moser, 2022. "Topic Taxonomy and Metadata to Support Renewable Energy Digitalisation," Energies, MDPI, vol. 15(24), pages 1-23, December.
  • Handle: RePEc:gam:jeners:v:15:y:2022:i:24:p:9531-:d:1004856
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/15/24/9531/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/15/24/9531/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Küçük, Dilek & Arslan, Yusuf, 2014. "Semi-automatic construction of a domain ontology for wind energy using Wikipedia articles," Renewable Energy, Elsevier, vol. 62(C), pages 484-489.
    2. Carlos Toledo & Alessandra Scognamiglio, 2021. "Agrivoltaic Systems Design and Assessment: A Critical Review, and a Descriptive Model towards a Sustainable Landscape Vision (Three-Dimensional Agrivoltaic Patterns)," Sustainability, MDPI, vol. 13(12), pages 1-38, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Shuo-Fang Liu & Yu-Shan Wei & Hong-Kai Guo & An-Yu Su, 2023. "An Application of Quality Function Deployment to Explore a Product Design Concept—A Case Study of a Triple-Effect Green Energy Generator for the Taiwan Environment," Sustainability, MDPI, vol. 15(24), pages 1-16, December.
    2. Rekha Guchhait & Biswajit Sarkar, 2023. "Increasing Growth of Renewable Energy: A State of Art," Energies, MDPI, vol. 16(6), pages 1-29, March.

    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. Zhang, Kai & Yu, Jihua & Ren, Yan, 2022. "Research on the size optimization of photovoltaic panels and integrated application with Chinese solar greenhouses," Renewable Energy, Elsevier, vol. 182(C), pages 536-551.
    2. Sobratee-Fajurally, N. & Mabhaudhi, Tafadzwanashe, 2022. "Inclusive sustainable landscape management in West and Central Africa: enabling co-designing contexts for systemic sensibility," IWMI Books, Reports H051652, International Water Management Institute.
    3. Daniel Matulić & Željko Andabaka & Sanja Radman & Goran Fruk & Josip Leto & Jakša Rošin & Mirta Rastija & Ivana Varga & Tea Tomljanović & Hrvoje Čeprnja & Marko Karoglan, 2023. "Agrivoltaics and Aquavoltaics: Potential of Solar Energy Use in Agriculture and Freshwater Aquaculture in Croatia," Agriculture, MDPI, vol. 13(7), pages 1-26, July.
    4. Kim, Sumin & Kim, Sojung, 2023. "Optimization of the design of an agrophotovoltaic system in future climate conditions in South Korea," Renewable Energy, Elsevier, vol. 206(C), pages 928-938.
    5. Janota, Lukáš & Vávrová, Kamila & Weger, Jan & Knápek, Jaroslav & Králík, Tomáš, 2023. "Complex methodology for optimizing local energy supply and overall resilience of rural areas: A case study of Agrovoltaic system with Miscanthus x giganteus plantation within the energy community in t," Renewable Energy, Elsevier, vol. 212(C), pages 738-750.
    6. Daisuke Yajima & Teruya Toyoda & Masaaki Kirimura & Kenji Araki & Yasuyuki Ota & Kensuke Nishioka, 2023. "Estimation Model of Agrivoltaic Systems Maximizing for Both Photovoltaic Electricity Generation and Agricultural Production," Energies, MDPI, vol. 16(7), pages 1-16, April.
    7. Gorjian, Shiva & Jalili Jamshidian, Farid & Gorjian, Alireza & Faridi, Hamideh & Vafaei, Mohammad & Zhang, Fangxin & Liu, Wen & Elia Campana, Pietro, 2023. "Technological advancements and research prospects of innovative concentrating agrivoltaics," Applied Energy, Elsevier, vol. 337(C).
    8. Grazia Disciglio & Laura Frabboni & Annalisa Tarantino & Antonio Stasi, 2023. "Association between Dynamic Agrivoltaic System and Cultivation: Viability, Yields and Qualitative Assessment of Medical Plants," Sustainability, MDPI, vol. 15(23), pages 1-13, November.
    9. Anna Codemo & Ambra Barbini & Ahi Mantouza & Anastasios Bitziadis & Rossano Albatici, 2023. "Integration of Public Perception in the Assessment of Licensed Solar Farms: A Case Study in Greece," Sustainability, MDPI, vol. 15(13), pages 1-25, June.
    10. Alejandro Blanco-M. & Pere Marti-Puig & Karina Gibert & Jordi Cusidó & Jordi Solé-Casals, 2019. "A Text-Mining Approach to Assess the Failure Condition of Wind Turbines Using Maintenance Service History," Energies, MDPI, vol. 12(10), pages 1-20, May.
    11. Rakeshkumar Mahto & Deepak Sharma & Reshma John & Chandrasekhar Putcha, 2021. "Agrivoltaics: A Climate-Smart Agriculture Approach for Indian Farmers," Land, MDPI, vol. 10(11), pages 1-28, November.
    12. Aidana Chalgynbayeva & Péter Balogh & László Szőllősi & Zoltán Gabnai & Ferenc Apáti & Marianna Sipos & Attila Bai, 2024. "The Economic Potential of Agrivoltaic Systems in Apple Cultivation—A Hungarian Case Study," Sustainability, MDPI, vol. 16(6), pages 1-34, March.
    13. Marco Hernandez Velasco, 2021. "Enabling Year-round Cultivation in the Nordics-Agrivoltaics and Adaptive LED Lighting Control of Daily Light Integral," Agriculture, MDPI, vol. 11(12), pages 1-31, December.
    14. Nikolaos Nagkoulis & Eva Loukogeorgaki & Michela Ghislanzoni, 2022. "Genetic Algorithms-Based Optimum PV Site Selection Minimizing Visual Disturbance," Sustainability, MDPI, vol. 14(19), pages 1-19, October.
    15. Edouard, Sylvain & Combes, Didier & Van Iseghem, Mike & Ng Wing Tin, Marion & Escobar-Gutiérrez, Abraham J., 2023. "Increasing land productivity with agriphotovoltaics: Application to an alfalfa field," Applied Energy, Elsevier, vol. 329(C).
    16. Rodríguez-Segura, Francisco Javier & Osorio-Aravena, Juan Carlos & Frolova, Marina & Terrados-Cepeda, Julio & Muñoz-Cerón, Emilio, 2023. "Social acceptance of renewable energy development in southern Spain: Exploring tendencies, locations, criteria and situations," Energy Policy, Elsevier, vol. 173(C).
    17. Lucchi, Elena, 2022. "Integration between photovoltaic systems and cultural heritage: A socio-technical comparison of international policies, design criteria, applications, and innovation developments," Energy Policy, Elsevier, vol. 171(C).
    18. Paolo Picchi & Dirk Oudes & Sven Stremke, 2023. "Regional Strategy, Municipality Plans and Site Designs for Energy Transition in Amsterdam, The Netherlands: How Sustainable Are Implementation Processes on Different Spatial Levels?," Sustainability, MDPI, vol. 15(7), pages 1-15, March.
    19. Tamás Orosz & Anton Rassõlkin & Pedro Arsénio & Peter Poór & Daniil Valme & Ádám Sleisz, 2024. "Current Challenges in Operation, Performance, and Maintenance of Photovoltaic Panels," Energies, MDPI, vol. 17(6), pages 1-22, March.
    20. Rittick Maity & Kumarasamy Sudhakar & Amir Abdul Razak & Alagar Karthick & Dan Barbulescu, 2023. "Agrivoltaic: A Strategic Assessment Using SWOT and TOWS Matrix," Energies, MDPI, vol. 16(8), pages 1-18, April.

    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:15:y:2022:i:24:p:9531-:d:1004856. 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.