IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v245y2025ics0960148125004616.html
   My bibliography  Save this article

Hybrid molecular fuzzy recommender systems for impact of climate change on renewable energy performance

Author

Listed:
  • Shen, Yedan
  • Liu, Wei
  • Dinçer, Hasan
  • Yüksel, Serhat

Abstract

The purpose of this study is to identify the most convenient strategies to manage the negative impacts of climate change on renewable energy projects effectively. Missing expert assessments for these criteria and alternatives are completed via collaborative filtering. The sample for this study consists of evaluations provided by six experts in the fields of renewable energy and climate science. The data is collected through structured interviews and questionnaires, focusing on the criteria and alternatives relevant to climate change mitigation in renewable energy projects. Criteria are weighted with the help of molecular fuzzy cognitive maps. Strategies are ranked by using fuzzy molecular ranking (MORAN). The main contribution of this study is that a comprehensive evaluation can be conducted to generate the strategies to minimize the negative impacts of climate change on these projects by creating a new model. Weather changes and ecosystem disruptions are the climate change factor that has the most negative impact on the performance of renewable energy projects. Some standards should be determined, or necessary arrangements should be made to comply with existing international standards. The integration of different renewable energy sources is an important strategy to eliminate the negative effects of climate change on renewable energy projects.

Suggested Citation

  • Shen, Yedan & Liu, Wei & Dinçer, Hasan & Yüksel, Serhat, 2025. "Hybrid molecular fuzzy recommender systems for impact of climate change on renewable energy performance," Renewable Energy, Elsevier, vol. 245(C).
    • Handle: RePEc:eee:renene:v:245:y:2025:i:c:s0960148125004616
    DOI: 10.1016/j.renene.2025.122799
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148125004616
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2025.122799?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    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:eee:renene:v:245:y:2025:i:c:s0960148125004616. 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.

    We have no bibliographic references for this item. You can help adding them by using 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    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.