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Pregled bibliografske jedinice broj: 525118

Evolutionary algorithm with fuzzy numbers for planning active distribution network

Capuder, Tomislav; Zidar, Matija; Škrlec, Davor
Evolutionary algorithm with fuzzy numbers for planning active distribution network // Electrical engineering, 94 (2012), 3; 135-145 doi:10.1007/s00202-011-0225-3 (međunarodna recenzija, članak, znanstveni)

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Naslov
Evolutionary algorithm with fuzzy numbers for planning active distribution network

Autori
Capuder, Tomislav ; Zidar, Matija ; Škrlec, Davor

Izvornik
Electrical engineering (0948-7921) 94 (2012), 3; 135-145

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Distributed Generation (DG); Evolutionary Algorithms; Fuzzy numbers modelling; Metaheuristic algorithms; Optimization; SmartGrids

Sažetak
Modern approach to distribution systems planning requires developing tools able to interpret and analyze the stochastic nature of large power system problems. At the same time it has to be able to optimize multiple, conflicting goals that appear in todays open market environment. Presented evolutionary algorithm is based on a Multiple Vehicle Routing Problem (MVRP) adjusted for solving active electric distribution networks. An original approach to fuzzy number modelling is used for active power sources, consumption substations and distributed generation. This model is applicable to any form of fuzzy number shape required by planner in modelling stochastic nature of elements. Idea of defuzzification using pessimism is presented and compared to the solutions obtained without pessimism included. Application of the original universal fuzzy number modelling, using FER-fuzzy modelling, is demonstrated on multi objective evolutionary algorithm and applied to real Croatian distribution network.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA

Projekti:
036-0361590-1587 - Planiranje i vođenje aktivnih razdjelnih mreža i mikromreža

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Matija Zidar (autor)

Avatar Url Davor Škrlec (autor)

Avatar Url Tomislav Capuder (autor)

Poveznice na cjeloviti tekst rada:

doi link.springer.com

Citiraj ovu publikaciju:

Capuder, Tomislav; Zidar, Matija; Škrlec, Davor
Evolutionary algorithm with fuzzy numbers for planning active distribution network // Electrical engineering, 94 (2012), 3; 135-145 doi:10.1007/s00202-011-0225-3 (međunarodna recenzija, članak, znanstveni)
Capuder, T., Zidar, M. & Škrlec, D. (2012) Evolutionary algorithm with fuzzy numbers for planning active distribution network. Electrical engineering, 94 (3), 135-145 doi:10.1007/s00202-011-0225-3.
@article{article, author = {Capuder, Tomislav and Zidar, Matija and \v{S}krlec, Davor}, year = {2012}, pages = {135-145}, DOI = {10.1007/s00202-011-0225-3}, keywords = {Distributed Generation (DG), Evolutionary Algorithms, Fuzzy numbers modelling, Metaheuristic algorithms, Optimization, SmartGrids}, journal = {Electrical engineering}, doi = {10.1007/s00202-011-0225-3}, volume = {94}, number = {3}, issn = {0948-7921}, title = {Evolutionary algorithm with fuzzy numbers for planning active distribution network}, keyword = {Distributed Generation (DG), Evolutionary Algorithms, Fuzzy numbers modelling, Metaheuristic algorithms, Optimization, SmartGrids} }
@article{article, author = {Capuder, Tomislav and Zidar, Matija and \v{S}krlec, Davor}, year = {2012}, pages = {135-145}, DOI = {10.1007/s00202-011-0225-3}, keywords = {Distributed Generation (DG), Evolutionary Algorithms, Fuzzy numbers modelling, Metaheuristic algorithms, Optimization, SmartGrids}, journal = {Electrical engineering}, doi = {10.1007/s00202-011-0225-3}, volume = {94}, number = {3}, issn = {0948-7921}, title = {Evolutionary algorithm with fuzzy numbers for planning active distribution network}, keyword = {Distributed Generation (DG), Evolutionary Algorithms, Fuzzy numbers modelling, Metaheuristic algorithms, Optimization, SmartGrids} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus

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