IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v39y2014icp209-222.html
   My bibliography  Save this article

A fuzzy cognitive maps decision support system for renewables local planning

Author

Listed:
  • Kyriakarakos, George
  • Patlitzianas, Konstantinos
  • Damasiotis, Markos
  • Papastefanakis, Dimitrios

Abstract

Initiatives as the Covenant of Mayors and the European Union (EU) binding targets of 20-20-20 are bringing Regional Planning of Renewable Energy Sources (RES) at the center of attention nowadays. This situation creates the need for simplified and straight forward decision support systems for local governance officers. This paper presents the design and implementation of a fuzzy cognitive maps (FCM) decision support toolkit (DST) for local RES planning. DST provides the decision maker with an overall qualitative evaluation of the examined investment promptly with minimum effort. All the related parameters (legal/regulative/administrative, financial, technical, social and environmental) that affect the evaluation of RES investment in a local community are investigated. A tool based on fuzzy cognitive maps is designed and implemented on a web platform. The DST has been tested and validated successfully through application in real investments οn Crete Island and comparison to the evaluation results reached by a panel of experts.

Suggested Citation

  • Kyriakarakos, George & Patlitzianas, Konstantinos & Damasiotis, Markos & Papastefanakis, Dimitrios, 2014. "A fuzzy cognitive maps decision support system for renewables local planning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 209-222.
    • Handle: RePEc:eee:rensus:v:39:y:2014:i:c:p:209-222
    DOI: 10.1016/j.rser.2014.07.009
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032114004614
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.rser.2014.07.009?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.

    References listed on IDEAS

    as
    1. Patlitzianas, Konstantinos D. & Psarras, John, 2007. "Formulating a modern energy companies' environment in the EU accession member states through a decision support methodology," Energy Policy, Elsevier, vol. 35(4), pages 2231-2238, April.
    2. Druckman, Angela & Jackson, Tim, 2009. "The carbon footprint of UK households 1990-2004: A socio-economically disaggregated, quasi-multi-regional input-output model," Ecological Economics, Elsevier, vol. 68(7), pages 2066-2077, May.
    3. Oikonomou, Emmanouil K. & Kilias, Vassilios & Goumas, Aggelos & Rigopoulos, Alexandrous & Karakatsani, Eirini & Damasiotis, Markos & Papastefanakis, Dimitrios & Marini, Natassa, 2009. "Renewable energy sources (RES) projects and their barriers on a regional scale: The case study of wind parks in the Dodecanese islands, Greece," Energy Policy, Elsevier, vol. 37(11), pages 4874-4883, November.
    4. Hainoun, A. & Almoustafa, A. & Seif Aldin, M., 2010. "Estimating the health damage costs of syrian electricity generation system using impact pathway approach," Energy, Elsevier, vol. 35(2), pages 628-638.
    5. Connolly, D. & Lund, H. & Mathiesen, B.V. & Leahy, M., 2010. "A review of computer tools for analysing the integration of renewable energy into various energy systems," Applied Energy, Elsevier, vol. 87(4), pages 1059-1082, April.
    6. Dalton, G.J. & Lewis, T., 2011. "Metrics for measuring job creation by renewable energy technologies, using Ireland as a case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 2123-2133, May.
    7. Kyriakarakos, George & Dounis, Anastasios I. & Rozakis, Stelios & Arvanitis, Konstantinos G. & Papadakis, George, 2011. "Polygeneration microgrids: A viable solution in remote areas for supplying power, potable water and hydrogen as transportation fuel," Applied Energy, Elsevier, vol. 88(12), pages 4517-4526.
    8. Muñoz, José Ignacio & Sánchez de la Nieta, Agustín A. & Contreras, Javier & Bernal-Agustín, José L., 2009. "Optimal investment portfolio in renewable energy: The Spanish case," Energy Policy, Elsevier, vol. 37(12), pages 5273-5284, December.
    9. Patlitzianas, Konstantinos D. & Christos, Kolybiris, 2011. "Sustainable energy investments in Hellenic urban areas: Examining modern financial mechanisms," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 5186-5193.
    10. González, Javier Serrano & Gonzalez Rodriguez, Angel G. & Mora, José Castro & Santos, Jesús Riquelme & Payan, Manuel Burgos, 2010. "Optimization of wind farm turbines layout using an evolutive algorithm," Renewable Energy, Elsevier, vol. 35(8), pages 1671-1681.
    11. Liang, Qiao-Mei & Fan, Ying & Wei, Yi-Ming, 2007. "Multi-regional input-output model for regional energy requirements and CO2 emissions in China," Energy Policy, Elsevier, vol. 35(3), pages 1685-1700, March.
    12. Mendes, Gonçalo & Ioakimidis, Christos & Ferrão, Paulo, 2011. "On the planning and analysis of Integrated Community Energy Systems: A review and survey of available tools," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4836-4854.
    13. Pohekar, S. D. & Ramachandran, M., 2004. "Application of multi-criteria decision making to sustainable energy planning--A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 8(4), pages 365-381, August.
    14. Terrados, J. & Almonacid, G. & Hontoria, L., 2007. "Regional energy planning through SWOT analysis and strategic planning tools.: Impact on renewables development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(6), pages 1275-1287, August.
    15. Zhou, Wei & Lou, Chengzhi & Li, Zhongshi & Lu, Lin & Yang, Hongxing, 2010. "Current status of research on optimum sizing of stand-alone hybrid solar-wind power generation systems," Applied Energy, Elsevier, vol. 87(2), pages 380-389, February.
    16. Wustenhagen, Rolf & Wolsink, Maarten & Burer, Mary Jean, 2007. "Social acceptance of renewable energy innovation: An introduction to the concept," Energy Policy, Elsevier, vol. 35(5), pages 2683-2691, May.
    17. Nijkamp, Peter & Volwahsen, Andreas, 1990. "New directions in integrated regional energy planning," Energy Policy, Elsevier, vol. 18(8), pages 764-773, October.
    18. Tsoutsos, Theocharis & Drandaki, Maria & Frantzeskaki, Niki & Iosifidis, Eleftherios & Kiosses, Ioannis, 2009. "Sustainable energy planning by using multi-criteria analysis application in the island of Crete," Energy Policy, Elsevier, vol. 37(5), pages 1587-1600, May.
    19. Patlitzianas, Konstantinos D. & Doukas, Haris & Kagiannas, Argyris G. & Psarras, John, 2008. "Sustainable energy policy indicators: Review and recommendations," Renewable Energy, Elsevier, vol. 33(5), pages 966-973.
    20. Capros, Pantelis & Mantzos, Leonidas & Parousos, Leonidas & Tasios, Nikolaos & Klaassen, Ger & Van Ierland, Tom, 2011. "Analysis of the EU policy package on climate change and renewables," Energy Policy, Elsevier, vol. 39(3), pages 1476-1485, March.
    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. Salvia, Monica & Leo, Senatro Di & Nakos, Christos & Maras, Hrvoje & Panevski, Sashe & Fülöp, Orsolya & Papagianni, Stavroula & Tarevska, Zoia & Čeh, Danilo & Szabó, Eszter & Bodzsár, Borbala, 2015. "Creating a sustainable and resource efficient future: A methodological toolkit for municipalities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 480-496.
    2. Bouw, Kathelijne & Noorman, Klaas Jan & Wiekens, Carina J. & Faaij, André, 2021. "Local energy planning in the built environment: An analysis of model characteristics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
    3. Mohsen Abbaspour Onari & Mustafa Jahangoshai Rezaee, 2022. "A fuzzy cognitive map based on Nash bargaining game for supplier selection problem: a case study on auto parts industry," Operational Research, Springer, vol. 22(3), pages 2133-2171, July.
    4. Alipour, M. & Hafezi, R. & Amer, M. & Akhavan, A.N., 2017. "A new hybrid fuzzy cognitive map-based scenario planning approach for Iran's oil production pathways in the post–sanction period," Energy, Elsevier, vol. 135(C), pages 851-864.
    5. Truong, D.Q. & Marco, J. & Greenwood, D. & Harper, L. & Corrochano, D.G. & Yoon, J.I., 2018. "Challenges of micro/mild hybridisation for construction machinery and applicability in UK," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 301-320.
    6. Kyriakarakos, George & Dounis, Anastasios I. & Arvanitis, Konstantinos G. & Papadakis, George, 2017. "Design of a Fuzzy Cognitive Maps variable-load energy management system for autonomous PV-reverse osmosis desalination systems: A simulation survey," Applied Energy, Elsevier, vol. 187(C), pages 575-584.
    7. Pramod K Singh & Harpalsinh Chudasama, 2017. "Pathways for drought resilient livelihoods based on people’s perception," Climatic Change, Springer, vol. 140(2), pages 179-193, January.
    8. Sellak, Hamza & Ouhbi, Brahim & Frikh, Bouchra & Palomares, Iván, 2017. "Towards next-generation energy planning decision-making: An expert-based framework for intelligent decision support," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1544-1577.
    9. Pablo-Romero, María del P. & Pozo-Barajas, Rafael & Sánchez-Braza, Antonio, 2016. "Analyzing the effects of Energy Action Plans on electricity consumption in Covenant of Mayors signatory municipalities in Andalusia," Energy Policy, Elsevier, vol. 99(C), pages 12-26.
    10. Linmao Ma & Jing Yu & Long Zhang, 2019. "An Analysis on Barriers to Biomass and Bioenergy Development in Rural China Using Intuitionistic Fuzzy Cognitive Map," Energies, MDPI, vol. 12(9), pages 1-23, April.
    11. Pramod K Singh & Harpalsinh Chudasama, 2020. "Evaluating poverty alleviation strategies in a developing country," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-23, January.
    12. Suganthi, L. & Iniyan, S. & Samuel, Anand A., 2015. "Applications of fuzzy logic in renewable energy systems – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 585-607.
    13. Greco, Marco & Locatelli, Giorgio & Lisi, Stefano, 2017. "Open innovation in the power & energy sector: Bringing together government policies, companies’ interests, and academic essence," Energy Policy, Elsevier, vol. 104(C), pages 316-324.
    14. Fetanat, Abdolvahhab & Shafipour, Gholamreza & Mohtasebi, Seyedeh-Maryam, 2019. "Measuring public acceptance of climate-friendly technologies based on creativity and cognitive approaches: Practical guidelines for reforming risky energy policies in Iran," Renewable Energy, Elsevier, vol. 134(C), pages 1248-1261.

    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. Strantzali, Eleni & Aravossis, Konstantinos, 2016. "Decision making in renewable energy investments: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 885-898.
    2. Möller, Bernd & Sperling, Karl & Nielsen, Steffen & Smink, Carla & Kerndrup, Søren, 2012. "Creating consciousness about the opportunities to integrate sustainable energy on islands," Energy, Elsevier, vol. 48(1), pages 339-345.
    3. Bruno Domenech & Laia Ferrer‐Martí & Rafael Pastor, 2019. "Comparison of various approaches to design wind‐PV rural electrification projects in remote areas of developing countries," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 8(3), May.
    4. Iqbal, M. & Azam, M. & Naeem, M. & Khwaja, A.S. & Anpalagan, A., 2014. "Optimization classification, algorithms and tools for renewable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 640-654.
    5. Baños, R. & Manzano-Agugliaro, F. & Montoya, F.G. & Gil, C. & Alcayde, A. & Gómez, J., 2011. "Optimization methods applied to renewable and sustainable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 1753-1766, May.
    6. Na Li & Rudi Hakvoort & Zofia Lukszo, 2021. "Cost Allocation in Integrated Community Energy Systems—Social Acceptance," Sustainability, MDPI, vol. 13(17), pages 1-24, September.
    7. Domenech, B. & Ferrer-Martí, L. & Pastor, R., 2015. "Hierarchical methodology to optimize the design of stand-alone electrification systems for rural communities considering technical and social criteria," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 182-196.
    8. Kambezidis, Harry D. & Kasselouri, Barbara & Konidari, Popi, 2011. "Evaluating policy options for increasing the RES-E penetration in Greece," Energy Policy, Elsevier, vol. 39(9), pages 5388-5398, September.
    9. Papapostolou, Aikaterini & Karakosta, Charikleia & Nikas, Alexandros & Psarras, John, 2017. "Exploring opportunities and risks for RES-E deployment under Cooperation Mechanisms between EU and Western Balkans: A multi-criteria assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 519-530.
    10. Calvert, K. & Pearce, J.M. & Mabee, W.E., 2013. "Toward renewable energy geo-information infrastructures: Applications of GIScience and remote sensing that build institutional capacity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 416-429.
    11. Doukas, Haris, 2013. "Modelling of linguistic variables in multicriteria energy policy support," European Journal of Operational Research, Elsevier, vol. 227(2), pages 227-238.
    12. Li, Na & Hakvoort, Rudi A. & Lukszo, Zofia, 2021. "Cost allocation in integrated community energy systems - A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
    13. Prasad, Ravita D. & Bansal, R.C. & Raturi, Atul, 2014. "Multi-faceted energy planning: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 686-699.
    14. Cosmi, Carmelina & Dvarionenė, Jolanta & Marques, Isabel & Di Leo, Senatro & Gecevičius, Giedrius & Gurauskienė, Inga & Mendes, Gisela & Selada, Catarina, 2015. "A holistic approach to sustainable energy development at regional level: The RENERGY self-assessment methodology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 693-707.
    15. Mancarella, Pierluigi, 2014. "MES (multi-energy systems): An overview of concepts and evaluation models," Energy, Elsevier, vol. 65(C), pages 1-17.
    16. Bouw, Kathelijne & Noorman, Klaas Jan & Wiekens, Carina J. & Faaij, André, 2021. "Local energy planning in the built environment: An analysis of model characteristics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
    17. Li, Bei & Roche, Robin & Miraoui, Abdellatif, 2017. "Microgrid sizing with combined evolutionary algorithm and MILP unit commitment," Applied Energy, Elsevier, vol. 188(C), pages 547-562.
    18. Yanine, Franco F. & Sauma, Enzo E., 2013. "Review of grid-tie micro-generation systems without energy storage: Towards a new approach to sustainable hybrid energy systems linked to energy efficiency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 26(C), pages 60-95.
    19. Troldborg, Mads & Heslop, Simon & Hough, Rupert L., 2014. "Assessing the sustainability of renewable energy technologies using multi-criteria analysis: Suitability of approach for national-scale assessments and associated uncertainties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 1173-1184.
    20. Charani Shandiz, Saeid & Rismanchi, Behzad & Foliente, Greg, 2021. "Energy master planning for net-zero emission communities: State of the art and research challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 137(C).

    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:rensus:v:39:y:2014:i:c:p:209-222. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .

    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.