Fuzzy cognitive maps based decision support system for renewable energy investments
Küçük Resim Yok
Tarih
2014
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Computers and Industrial Engineering
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Today, renewable energy sources such as hydropower, biomass, geothermal, solar and wind play a major role in meeting the energy requirements in terms of economics and politics aspects for any country. The selection of the optimum renewable energy source provides guidelines to practitioners for sustainable planning of local, national, regional and global energy systems. The selection process is a multi-criteria decision making problem and requires taking into account social, technological, economic, environmental, and political aspects. In this study, a decision support system consisting of combined Fuzzy Cognitive Mapping (FCM) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) methodology is proposed for the planning of national renewable energy investments of the developing countries. FCM draws cognitive maps which intend to model the different aspects of the behavior of complex systems. Therefore, FCM method is applied to explore and prioritize the critical factors which are likely to influence renewable energy investment decisions. Also, several maps obtained from the experts who have diverse backgrounds in the public and private sectors are integrated into a map. Then, TOPSIS method is applied to rank renewable energy alternatives and select best one. In order to demonstrate the usefulness of the proposed methodology, an illustrated example of Turkey is performed.
Açıklama
Computer and Industrial Engineering;et al.;Gaziantep University;Istanbul Commercial University;Journal of Intelligent Manufacturing Systems;Sakarya University, Department of Industrial Engineering
Joint International Symposium on "The Social Impacts of Developments in Information, Manufacturing and Service Systems" 44th International Conference on Computers and Industrial Engineering, CIE 2014 and 9th International Symposium on Intelligent Manufacturing and Service Systems, IMSS 2014 -- 14 October 2014 through 16 October 2014 -- -- 110500
Joint International Symposium on "The Social Impacts of Developments in Information, Manufacturing and Service Systems" 44th International Conference on Computers and Industrial Engineering, CIE 2014 and 9th International Symposium on Intelligent Manufacturing and Service Systems, IMSS 2014 -- 14 October 2014 through 16 October 2014 -- -- 110500
Anahtar Kelimeler
Decision support system, Fuzzy cognitive mapping, Renewable energy, Topsis, Artificial intelligence, Cognitive systems, Decision making, Decision support systems, Developing countries, Economics, Energy policy, Geothermal energy, Large scale systems, Manufacture, Mapping, Natural resources, Renewable energy resources, Sustainable development, Fuzzy cognitive mappings, Multi-criteria decision making problems, Public and private sector, Renewable energies, Renewable energy investments, Renewable energy source, Technique for order preference by similarity to ideal solutions, Topsis, Investments
Kaynak
CIE 2014 - 44th International Conference on Computers and Industrial Engineering and IMSS 2014 - 9th International Symposium on Intelligent Manufacturing and Service Systems, Joint International Symposium on "The Social Impacts of Developments in Information, Manufacturing and Service Systems" - Proceedings
