A Survey on Computational Intelligence Applications in Distribution Network Optimization

This paper aims to present carefully selected scientific papers that have pushed the boundaries in the application of advanced computational intelligence–based methods in power engineering, mainly in optimal power system management. Contemporary development of the Smart Grid and detailed framework f...

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Vydáno v:Electronics (Basel) Ročník 10; číslo 11; s. 1247
Hlavní autoři: Vukobratović, Marko, Marić, Predrag, Horvat, Goran, Balkić, Zoran, Sučić, Stjepan
Médium: Journal Article
Jazyk:angličtina
Vydáno: Basel MDPI AG 01.06.2021
Témata:
Algorithms
Artificial intelligence
Digitization
Electric power grids
Heuristic methods
Hypotheses
Mathematical models
Network management systems
Optimization
Optimization techniques
R&D
Research & development
Scientific papers
Smart grid
Software
Subject specialists
Teams
ISSN:2079-9292, 2079-9292
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Shrnutí:This paper aims to present carefully selected scientific papers that have pushed the boundaries in the application of advanced computational intelligence–based methods in power engineering, mainly in optimal power system management. Contemporary development of the Smart Grid and detailed framework for power grid digitalization enabled the real and efficient application of advanced optimization algorithms presented in this paper. Papers that are not directly related to Smart Grid management are also considered, since they solve the partial challenges of planning and development with metaheuristic procedures, and according to the authors, they are highly applicable and represent a fundamental starting point for wider application. This paper covers papers and research whose results are reproducible and can be realized in production-grade software. The emphasis of the paper is on the considerate and impartial way of providing a concise overview of the methods for solving technical challenges within the accepted Smart Grid architecture. The paper is the result of many years of research and commitment to this field and represents the foundation for present research and development.
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ISSN:2079-9292
2079-9292
DOI:10.3390/electronics10111247