Operational Planning in Power Systems Based on Multi-Objective Optimization

Korovkin, Nikolay; Odintsov, M.V.; Фролов, О. В.

doi:10.1007/s10749-016-0662-2

Cited by 3 publications

(3 citation statements)

References 2 publications

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“…other criteria reflecting the efficiency of EPS. Modern methods of multicriteria optimization, including those applied to solving problems in the electric power industry, are known [6]. From a formal point of view, in multicriteria optimization, it is of interest to rank the set of Pareto optimal solutions obtained from the optimization results and to select specific solutions for their subsequent implementation.…”

Section: Development Of Energy System Planning Methodsmentioning

confidence: 99%

Development of Energy Systems Planning Methods

Belyaev¹,

Korovkin

Chudny

2020

E3S Web Conf.

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The article is devoted to improving the methods of planning the development of an electric power system (hereinafter - EPS) for the long term. The list of tasks to be solved when planning the development of EPS, the formulation of the task of substantiating the development of EPS, and the features of its solution are considered. Within the framework of the study of the multicriteria formulation of the problem of substantiating the development of EPS, possible criteria for planning an EPS are proposed. Calculations were performed for two and four criteria. Based on the results obtained, conclusions were drawn about the prospects of a multicriteria approach to planning the development of EPS.

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Section: Development Of Energy System Planning Methodsmentioning

confidence: 99%

Development of Energy Systems Planning Methods

Belyaev¹,

Korovkin

Chudny

2020

E3S Web Conf.

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“…Modern multi-criteria optimization schemes including for the purposes of solving the problems of power engineering industry are well known [4]. In terms of solution formalization while adopting multi-criteria optimization it would be of interest to range the variety of Pareto optimal solutions obtained as optimization results and to choose specific solution options for their implementation.…”

Section: Problem Solutionmentioning

confidence: 99%

“…To solve the problem (3) a genetic algorithm is proposed for application, its main provisions are presented in [4] with respect to branch problems. The calculation of target functions at each algorithm step is carried out by applying Monte-Carlo technique in the following way:…”

Section: Problem Solutionmentioning

confidence: 99%

Multi-criteria approaches to electric power system development

Belyaev¹,

Korovkin

Chudny

2020

E3S Web of Conf.

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The paper considers the issues of multi-criteria optimization procedure when planning the development of electric power systems (hereinafter - EPS). The advantages of multi-criteria approach as compared to the standard statement of a problem dealing with the justification for EPS development and feasible criteria for such a development have been examined. The problem of optimization of the structure of generating capacities within the power system has been stated and solved on the basis of four criteria; the analysis of obtained results has been carried out.

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