DocumentCode :
1782173
Title :
Various approaches to problems of multicriterion optimization processes of electric power systems
Author :
Nikolay, Korovkin ; Mikhail, Odintsov ; Nikolay, Belyaev ; Oleg, Frolov ; Hayakawa, Masashi
Author_Institution :
Theor. Electr. Eng. Dept., St. Petersburg State Polytech. Univ., St. Petersburg, Russia
fYear :
2014
fDate :
12-16 May 2014
Firstpage :
418
Lastpage :
421
Abstract :
The efficiency of multi-criterion optimization methods for enhancing the efficiency of operating states of electric power systems (EPS) has been studied. On the example of 14-node IEEE-circuit there have been compared Pareto multitudes obtained by two methods. The first one consists in applying the traditional approach of multi-criterion problem solution. The second one creates Pareto multitude with the use of non-dominated sorting algorithm. Has been developed an approach to compare the efficiency of the multi-criterion optimization algorithms. It is shown that with the regard to time-consuming costs the first approach is 10-20 times inferior to the second one. The solution of two-criterion power flow optimization problem of Kolskaya EPS has been performed; a recommendation on the control of operating states of a given EPS has been presented.
Keywords :
IEEE standards; Pareto optimisation; load flow; 14-node IEEE-circuit; Kolskaya EPS; Pareto multitudes; electric power systems; multicriterion optimization algorithms; nondominated sorting algorithm; two-criterion power flow optimization problem; Genetic algorithms; Optimization; Power system stability; Sorting; Steady-state; Vectors; control of operating states of power systems; genetic algorithm; multi-criterion optimization; non-dominated sorting; power flow optimization; quality vector criterion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electromagnetic Compatibility, Tokyo (EMC'14/Tokyo), 2014 International Symposium on
Conference_Location :
Tokyo
Type :
conf
Filename :
6997186
Link To Document :
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