Проблеми і перспективи використання штучних нейронних мереж в енергетиці. Частина І. Моделювання

The review of foreign and domestic publications is presented on application of artificial neuron networks for the decision of simulation tasks in energy, engulfing a period from 1991 to 2006. The special attention is spared short-term forecast of grids loading and also diagnostics of the state and l...

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Datum:2006
Hauptverfasser: Voronovskiy G.K., Makhotilo K.V., Sergeev S.O.
Format: Artikel
Sprache:Ukrainian
Veröffentlicht: General Energy Institute of the National Academy of Sciences of Ukraine 2006
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Online Zugang:https://systemre.org/index.php/journal/article/view/290
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Назва журналу:System Research in Energy

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System Research in Energy
Beschreibung
Zusammenfassung:The review of foreign and domestic publications is presented on application of artificial neuron networks for the decision of simulation tasks in energy, engulfing a period from 1991 to 2006. The special attention is spared short-term forecast of grids loading and also diagnostics of the state and localization of disrepairs of equipment. Experience of authors is generalized in the synthesis of neuron network predictors of electric energy and natural gas consumption in a domestic sector, taking into account the influence of the thermal supply modes on the spectrum of energy resources consumption by population.