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The Use of Machine Learning in Situational Management in Relation to the Tasks of the Power Industry

... applying the concept of situational management for intelligent support of strategic decision-making on the development of energy. At the first stage, the application of ANN to classify extreme situations in the energy sector, to select the most effective management actions (preventive measures) in order to prevent a critical situation from developing into an emergency. Genetic algorithms are proposed to be used to determine the weighting coefficients for training ANN. Analgorithm for constructing a classifier ...

Теги: situational management , machine learning , artificial neural networks , genetic algorithms , extreme situations in the energy sector , management actions (preventive measures)
Раздел: ИСЭМ СО РАН


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