Decision-making algorithm for the development of the district of electrical grids

The article presents the stages and operational actions of the formation of a priority alternative for the development of the district of electrical grids. It is proposed to make a priority alternative from the preferred variants for the development of electrical grids objects. The selection and ran...

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Bibliographic Details
Published in:IOP conference series. Materials Science and Engineering 2021-03, Vol.1089 (1), p.12012
Main Authors: Semenova, N G, Chernova, A D, Vlatskaya, L A
Format: Article
Language:English
Subjects:
Algorithms
Block diagrams
Decision making
Decision trees
Multiple criterion
Neural networks
Optimization
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Summary:The article presents the stages and operational actions of the formation of a priority alternative for the development of the district of electrical grids. It is proposed to make a priority alternative from the preferred variants for the development of electrical grids objects. The selection and ranking of variants is influenced by the financial constraint, the technical condition of the equipment, the consequences of failure. The article presents two-level block diagram of the decision-making process at the local and global levels. It is proposed at the local level to select the variant for the development of an object of electrical grids by multi-criteria assessment and using neural network technology. At the global level, it is proposed to use the integration of an algorithm for constructing a decision tree and an algorithm for solving an optimization problem.
ISSN:1757-8981
1757-899X
DOI:10.1088/1757-899X/1089/1/012012