Infrared monitoring of industrial uniterruptible power supply batteries

Kód výsledku v IS VaVaI

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Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Infrared monitoring of industrial uniterruptible power supply batteries

Popis výsledku v původním jazyce

Various kinds of industries depend on uninterruptible power supplies (UPS) in a linear way, at least. With an increase in their complexity, the requirements for UPS gain on significance. UPS protect industrial technologies from being damaged by dangerous interruptions of an electric power supply. Advanced UPS monitoring performed by a battery management system (BMS) prevents the UPS from more serious damage due to its timely and accurate battery-fault detection mechanism based on voltage metering. While this advanced technique is widely used due to its high precision, it is also very expensive in the long-term, which often serves as a disadvantage for further applications of battery systems. Our research aims to develop low-cost UPS monitoring making use of infrared thermographic measurements. We assume that overheating of a battery implies its damaged state, which represents the leading factor behind our experiments. The paper brings a review of our current results, as well as shortly describes an extended automatized metering platform. We also review the options in design and development of a deep learning platform making use of the current software technologies and frameworks.

Název v anglickém jazyce

Infrared monitoring of industrial uniterruptible power supply batteries

Popis výsledku anglicky

Various kinds of industries depend on uninterruptible power supplies (UPS) in a linear way, at least. With an increase in their complexity, the requirements for UPS gain on significance. UPS protect industrial technologies from being damaged by dangerous interruptions of an electric power supply. Advanced UPS monitoring performed by a battery management system (BMS) prevents the UPS from more serious damage due to its timely and accurate battery-fault detection mechanism based on voltage metering. While this advanced technique is widely used due to its high precision, it is also very expensive in the long-term, which often serves as a disadvantage for further applications of battery systems. Our research aims to develop low-cost UPS monitoring making use of infrared thermographic measurements. We assume that overheating of a battery implies its damaged state, which represents the leading factor behind our experiments. The paper brings a review of our current results, as well as shortly describes an extended automatized metering platform. We also review the options in design and development of a deep learning platform making use of the current software technologies and frameworks.

Druh

D - Stať ve sborníku

CEP obor

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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)

Rok uplatnění

2019

Kód důvěrnosti údajů

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

Název statě ve sborníku

Proceedings of the 10th International Scientific Symposium on Electrical Power Engineering, ELEKTROENERGETIKA 2019

ISBN

978-80-553-3324-3

ISSN

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e-ISSN

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Počet stran výsledku

4

Strana od-do

440-443

Název nakladatele

Technical University of Košice

Místo vydání

Košice

Místo konání akce

Kouty nad Desnou

Datum konání akce

16. 9. 2019

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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