Forecasting electrical load based on power quality parameters and the Moving Block Bootstrap

Jarosław Nocuń; Krzysztof Habelok; Krzysztof Bodzek; Arkadiusz Domoracki

doi:10.15199/48.2026.07.30

Forecasting electrical load based on power quality parameters and the Moving Block Bootstrap

Przetłumaczony tytuł wkładu: Prognozowanie obciążenia z uwzględnieniem parametrów jakości energii elektrycznej i metody Moving Block Bootstrap

Katedra Energoelektroniki, Napędu Elektrycznego i Robotyki (RE/RE5)

University of Economics in Katowice

Wyniki badań: Wkład do czasopisma › Artykuł › recenzja

Abstrakt

The article presents the application of the MBB (Moving Block Bootstrap) method for short-term load forecasting of public utility facilities. The forecasts are intended to support the selection of strategies for optimizing electricity consumption. The study was conducted under real, everyday operating conditions using two types of buildings typical for municipalities: swimming pools and office buildings. The analysis also took into account additional power quality parameters, such as the power factor.

Przetłumaczony tytuł wkładu	Prognozowanie obciążenia z uwzględnieniem parametrów jakości energii elektrycznej i metody Moving Block Bootstrap
Język oryginału	angielski
Strony (od–do)	158-165
Liczba stron	8
Czasopismo	Przeglad Elektrotechniczny
Tom	102
Numer wydania	7
Identyfikatory DOI	https://doi.org/10.15199/48.2026.07.30
Status publikacji	Opublikowano - 2026

Obszary tematyczne ASJC Scopus

Inżynieria elektryczna i elektroniczna

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10.15199/48.2026.07.30

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Cytowanie

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title = "Forecasting electrical load based on power quality parameters and the Moving Block Bootstrap",

abstract = "The article presents the application of the MBB (Moving Block Bootstrap) method for short-term load forecasting of public utility facilities. The forecasts are intended to support the selection of strategies for optimizing electricity consumption. The study was conducted under real, everyday operating conditions using two types of buildings typical for municipalities: swimming pools and office buildings. The analysis also took into account additional power quality parameters, such as the power factor.",

keywords = "energy efficiency, load forecasting, optimization of electricity consumption, power quality",

author = "Jaros{\l}aw Nocu{\'n} and Krzysztof Habelok and Krzysztof Bodzek and Arkadiusz Domoracki",

year = "2026",

doi = "10.15199/48.2026.07.30",

language = "English",

volume = "102",

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journal = "Przeglad Elektrotechniczny",

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T1 - Forecasting electrical load based on power quality parameters and the Moving Block Bootstrap

AU - Nocuń, Jarosław

AU - Habelok, Krzysztof

AU - Bodzek, Krzysztof

AU - Domoracki, Arkadiusz

PY - 2026

Y1 - 2026

N2 - The article presents the application of the MBB (Moving Block Bootstrap) method for short-term load forecasting of public utility facilities. The forecasts are intended to support the selection of strategies for optimizing electricity consumption. The study was conducted under real, everyday operating conditions using two types of buildings typical for municipalities: swimming pools and office buildings. The analysis also took into account additional power quality parameters, such as the power factor.

AB - The article presents the application of the MBB (Moving Block Bootstrap) method for short-term load forecasting of public utility facilities. The forecasts are intended to support the selection of strategies for optimizing electricity consumption. The study was conducted under real, everyday operating conditions using two types of buildings typical for municipalities: swimming pools and office buildings. The analysis also took into account additional power quality parameters, such as the power factor.

KW - energy efficiency

KW - load forecasting

KW - optimization of electricity consumption

KW - power quality

UR - https://www.scopus.com/pages/publications/105045665164

U2 - 10.15199/48.2026.07.30

DO - 10.15199/48.2026.07.30

M3 - Article

AN - SCOPUS:105045665164

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JF - Przeglad Elektrotechniczny

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Forecasting electrical load based on power quality parameters and the Moving Block Bootstrap

Abstrakt

Obszary tematyczne ASJC Scopus

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