Šimić, Goran and Radovanović, Mirjana and Filipović, Sanja and Mirković Isaeva, Olga (2021) Fuzzy logic approach in energy security decision-making: “ESecFuzzy” software application. Soft Computing, 25 (16). pp. 10813-10828. ISSN 1432-7643 eISSN 1433-7479
Full text not available from this repository.Abstract
The main aim of this paper is to design and test new software application to support experts involved in decision-making in the field of energy security. The prototype named ESecFuzzy is designed for this purpose. It implements various fuzzy concepts (fuzzy rules, fuzzified input data, fuzzy variables utilized by fuzzy terms and related fuzzy sets) chosen to obtain reasoning in case of unclear, uncertain or even incomplete input data for reaching a conclusion about them. The research was conducted on a sample of 28 European Union countries over a ten-year period (2008–2017). The research outcomes are as follows: (a) ESecFuzzy application for energy security measurement was developed; (b) application testing; (c) measuring energy security on a given sample, and (d) evaluation of the accuracy and acceptability of fuzzy logic as an approach for energy security quantification. ESecFuzzy provides the experimenting with different input data (time series intersected with geospatial data) as well as fine-tuning of fuzzy rules in knowledge base. Through the evaluation and experimenting process, ESecFuzzy application demonstrated the advantage of fuzzy logic by obtaining the derived information based on mass of heterogeneous data organized in time series that indicate general trends in the target application domain.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | Energy security, Data processing, Fuzzy logic, Software design, Multi-valued computing, Decision-making. |
| Institutional centre: | Centre for economic research |
| Depositing User: | Vesna Jovanović |
| Date Deposited: | 25 Mar 2022 15:05 |
| Last Modified: | 25 Mar 2022 16:46 |
| URI: | http://iriss.idn.org.rs/id/eprint/824 |
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