Model-Based Research on Ultracapacitors

Adrian Chmielewski , Piotr Piórkowski , Robert Gumiński , Krzysztof Jakub Bogdziński , Jakub Możaryn


The following article presents the analytical basis and research results for ultracapacitors, acquired purposely built test stand for dynamic load cycle tests. Furthermore, three methods allowing for determination of ultracapacitor model parameters were presented in the work. First was the off-line identification in time domain method, involving minimization of the mean square error of model response and element response alignment for given input. Second method was off-line identification in frequency domain, involving application of least squares method with implemented model response correction procedure. Third method was on-line identification which allowed for determination of model parameters in real time with use of Kalman filter. The methods presented can be applied in research of other types of energy storage systems, i.e.: electrochemical batteries or hybrid energy storage systems.
Author Adrian Chmielewski (FACME / IV)
Adrian Chmielewski,,
- Institute of Vehicles
, Piotr Piórkowski (FACME / ICME)
Piotr Piórkowski,,
- The Institute of Construction Machinery Engineering
, Robert Gumiński (FACME / IAE)
Robert Gumiński,,
- Institute of Automotive Engineering
, Krzysztof Jakub Bogdziński (FACME / IV)
Krzysztof Jakub Bogdziński,,
- Institute of Vehicles
, Jakub Możaryn (FM / IACR)
Jakub Możaryn,,
- The Institute of Automatic Control and Robotics
Publication size in sheets0.5
Book Szewczyk Roman, Zieliński Cezary, Kaliczyńska Małgorzata (eds.): Automation 2018: Advances in Automation, Robotics and Measurement Techniques, Advances in Intelligent Systems and Computing, vol. 743, 2018, Springer International Publishing, ISBN 978-3-319-77178-6, [978-3-319-77179-3], 795 p., DOI:10.1007/978-3-319-77179-3
Keywords in Englishultracapacitor, test stands, Kalman filter, impedance spectroscopy
Languageen angielski
LicensePublisher website (books and chapters only); published final; Uznanie Autorstwa (CC-BY); after publication
Score (nominal)20
Score sourcepublisherList
ScoreMinisterial score = 20.0, 20-10-2019, ChapterFromConference
Publication indicators WoS Citations = 4
Citation count*11 (2019-11-25)
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* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.
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