Short-term forecasting of consumption of the oil and gas enterprises using technological factors and Shapley additive explanations

Short-term forecasting of consumption of the oil and gas enterprises using technological factors and Shapley additive explanations

RELEVANCE of the study lies in the development of system for the short-term forecasting of power consumption by the enterprise of the oil and gas industry with consideration of technological factors and interpretation of their influence on the result of the forecast.THE PURPOSE. To consider the prob...

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Bibliographic Details
Main Authors: A. I. Stepanova, A. I. Khalyasmaa, P. V. Matrenin
Format: Article
Language:English
Published: Kazan State Power Engineering University 2024-09-01
Series:Известия высших учебных заведений: Проблемы энергетики
Subjects:
analysis of system properties and connections
structural analysis of the oil and gas industry enterprise
machine learning
increase of energy efficiency
short-term forecasting of power consumption
shapley additive explanations
Online Access:https://www.energyret.ru/jour/article/view/3103
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https://www.energyret.ru/jour/article/view/3103

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