Smart control system based on power quality parameter short-term forecasting

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27730%2F20%3A10246982" target="_blank" >RIV/61989100:27730/20:10246982 - isvavai.cz</a>

Výsledek na webu

<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9269249" target="_blank" >https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9269249</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/EPE51172.2020.9269249" target="_blank" >10.1109/EPE51172.2020.9269249</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Smart control system based on power quality parameter short-term forecasting

Popis výsledku v původním jazyce

Smart control systems (SCS) are needed to control power grid systems to keep the generated power compliant with the consumed power, and to ensure power quality parameters. The main purpose of the design and use of smart control systems is to reduce the cost of power generation, while generating power of a good quality. In general, when designing a smart control system, we should deal with two main steps- forecasting the power quality parameters, and shifting the load. This research contributes towards good function of SCS. In this study, using a decision tree, five forecasting models were designed incorporating the power quality parameters, such as power frequency forecasting, magnitude of the supply voltage, total harmonic distortion of voltage, total harmonic distortion of current, and short term flicker severity forecasting according to the definition in [EN 50160]. The output of these five models can be used to shift the load to run in switch time, which will meet the generated power. This task will contribute to keeping power quality parameters within the standard levels. (C) 2020 IEEE.

Název v anglickém jazyce

Smart control system based on power quality parameter short-term forecasting

Popis výsledku anglicky

Smart control systems (SCS) are needed to control power grid systems to keep the generated power compliant with the consumed power, and to ensure power quality parameters. The main purpose of the design and use of smart control systems is to reduce the cost of power generation, while generating power of a good quality. In general, when designing a smart control system, we should deal with two main steps- forecasting the power quality parameters, and shifting the load. This research contributes towards good function of SCS. In this study, using a decision tree, five forecasting models were designed incorporating the power quality parameters, such as power frequency forecasting, magnitude of the supply voltage, total harmonic distortion of voltage, total harmonic distortion of current, and short term flicker severity forecasting according to the definition in [EN 50160]. The output of these five models can be used to shift the load to run in switch time, which will meet the generated power. This task will contribute to keeping power quality parameters within the standard levels. (C) 2020 IEEE.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

20201 - Electrical and electronic engineering

Projekt

Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2020

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

2020 21st International Scientific Conference on Electric Power Engineering (EPE) : conference proceedings : 19-21 October 2020, Prague, Czech Republic

ISBN

978-1-72819-480-6

ISSN

2376-5623

e-ISSN

—

Počet stran výsledku

5

Strana od-do

—

Název nakladatele

IEEE

Místo vydání

Piscataway

Místo konání akce

Praha

Datum konání akce

19. 10. 2020

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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