An Examination of Thermal Features' Relevance in the Task of Battery-Fault Detection
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F18%3A10237551" target="_blank" >RIV/61989100:27240/18:10237551 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27730/18:10237551
Result on the web
<a href="http://www.mdpi.com/2076-3417/8/2/182/htm" target="_blank" >http://www.mdpi.com/2076-3417/8/2/182/htm</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.3390/app8020182" target="_blank" >10.3390/app8020182</a>
Alternative languages
Result language
angličtina
Original language name
An Examination of Thermal Features' Relevance in the Task of Battery-Fault Detection
Original language description
Uninterruptible power supplies (UPS), represented by lead-acid batteries, play an important role in various kinds of industries. They protect industrial technologies from being damaged by dangerous interruptions of an electric power supply. Advanced UPS monitoring performed by a complex battery management system (BMS) prevents the UPS from sustaining more serious damage due to its timely and accurate battery-fault detection based on voltage metering. This technique is very advanced and precise but also very expensive on a long-term basis. This article describes an experiment applying infrared thermographic measurements during a long term monitoring and fault detection in UPS. The assumption that the battery overheat implies its damaged state is the leading factor of our experiments. They are based on real measured data on various UPS battery sets and several statistical examinations confirming the high relevancy of the thermal features with mostly over 90% detection accuracy. Such a model can be used as a supplement for lead-acid battery based UPS monitoring to ensure their higher reliability under significantly lower maintenance costs.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
20201 - Electrical and electronic engineering
Result continuities
Project
<a href="/en/project/LO1404" target="_blank" >LO1404: Sustainable Development of Center ENET</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Applied Sciences
ISSN
2076-3417
e-ISSN
—
Volume of the periodical
8
Issue of the periodical within the volume
2
Country of publishing house
CH - SWITZERLAND
Number of pages
16
Pages from-to
1-16
UT code for WoS article
000427510300034
EID of the result in the Scopus database
2-s2.0-85041242518