Problems of Shaft-generating Installations Implementation in the Ship Electric Power Systems

Churkin, A A; Frolov, Vladimir; Ivanov, D. V.; Churkin, Boris A.

doi:10.1109/eiconrus49466.2020.9038992

Cited by 1 publication

(1 citation statement)

References 3 publications

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“…There are a number of factors and various dependencies in enterprises that are difficult to consider when designing [16][17][18]. Thus, the operating modes and schedules of industrial enterprises are very diverse; vary over time with a natural tendency for continuous growth of electrical loads, accordingly, it is necessary to develop a methodology for efficient and accurate planning of energy consumption, which can be done on the basis of neural network forecasting.…”

Section: Forecasting With a Changing Process Of Energy Consumptionmentioning

confidence: 99%

The influence of external climatic factors on the accuracy of the forecast of energy consumption

Shklyarskiy

Batueva

2019

E3S Web Conf.

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The object of the study is the territory, which is characterized by household and production load, and their characteristic tendencies of changes in the volume of electricity consumption, and therefore it is necessary to create forecast models that take into account the influence of external climatic fac-tors and their contribution to the forecast of energy consumption of the ob-ject. In the work, theoretical methods and experimental studies were used, consisting in a scientific analysis of trends in changes in power consumption depending on changes in factors, methods of mathematical statistics, statis-tical samples, factors and data from the weather service. During this study, external climatic factors that influence the process of changing the energy consumption of an object and their degree of influence on changing con-sumption were determined. To improve the accuracy of forecasting, it is pro-posed to break the data into working days and days off, since consumption in these periods is of a different nature.

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Section: Forecasting With a Changing Process Of Energy Consumptionmentioning

confidence: 99%

The influence of external climatic factors on the accuracy of the forecast of energy consumption

Shklyarskiy

Batueva

2019

E3S Web Conf.

View full text Add to dashboard Cite

show abstract

Problems of Shaft-generating Installations Implementation in the Ship Electric Power Systems

Cited by 1 publication

References 3 publications

The influence of external climatic factors on the accuracy of the forecast of energy consumption

The influence of external climatic factors on the accuracy of the forecast of energy consumption

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