MACROMODELING OF LOCAL POWER SUPPLY SYSTEM BALANCE FORECASTING USING FRACTAL PROPERTIES OF LOAD AND GENERATION SCHEDULES

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DOI

Daniyar Jarykbassov

daniyarjarykbassov@yandex.kz

https://orcid.org/0000-0002-0717-7082
Petr Lezhniuk

lezhpd@gmail.com

https://orcid.org/0000-0002-9366-3553
Iryna Hunko

iryna_hunko@ukr.net

https://orcid.org/0000-0003-2868-4056
Vladyslav Lysyi

vladyslavlysyi@gmail.com

https://orcid.org/0009-0007-0211-9100
Lyubov Dobrovolska

lsobchuk@gmail.co

https://orcid.org/0000-0001-8175-7635

Abstract

A method of forecasting the balance of electricity consumption of urban development objects, civil purposes using discrete macromodels is proposed. We consider the power supply system (PSS) of the district, which is characterised by power supply from general-purpose power grids, as well as having its own generation of electricity from renewable energy sources (RES). Such a local electric power system (LES) under certain conditions can be operated as an independent balanced electrical facility. For optimal operation of the LES under these conditions, it is necessary to predict its power consumption schedules. The proposed macromodelling method allows to develop deterministic models of power consumption with the required accuracy on the basis of retrospective information without the use of data preprocessing procedures. The solution to the problem of forecasting electricity consumption schedules is simplified by using only basic or deterministic characteristics in the construction of the model. These include fractal properties of PSS load schedules.

Keywords:

power supply system, urban development, power consumption forecasting, macromodelling, fractal properties

References

Article Details

Jarykbassov, D., Lezhniuk, P., Hunko, I., Lysyi, V., & Dobrovolska, L. (2023). MACROMODELING OF LOCAL POWER SUPPLY SYSTEM BALANCE FORECASTING USING FRACTAL PROPERTIES OF LOAD AND GENERATION SCHEDULES. Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska, 13(3), 79–82. https://doi.org/10.35784/iapgos.4457