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Določitev optimalnega tokovnega protokola za parametrizacijo modela litij-ionskih baterij za oceno napolnjenosti
ID Ogrinc, Mirjam (Author), ID Zelič, Klemen (Mentor) More about this mentor... This link opens in a new window

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Abstract
Stanje napolnjenosti (SoC) litij-ionske baterije je ključna informacija za njeno učinkovito uporabo, vendar je ni mogoče meriti neposredno. V ta namen so bili razviti baterijski modeli, na podlagi uporabe nadomestnih vezji, za simulacijo dogajanja v bateriji. Ti modeli za ustrezno prikazovanje odziva baterije na tokovne spremembe zahtevajo natančno parametrizacijo električnih komponent modela. To omogoči, da komponente s svojimi lastnostmi zajamejo vse kompleksne procese, ki se odvijajo v bateriji. V tej nalogi smo preverili kako uspešno različne oblike tokovnih protokolov zagotovijo optimalno parametrizacijo DP (ang. dual-polarization) modela. Izvedli smo eksperimentalne meritve, pri katerih smo litij-ionsko baterijo obremenjevali z različnimi tokovnimi profili in spremljali napetostni odziv baterije. Nato smo izvedli parametrizacijo modela in pridobljene parametre uporabili za simulacijo na validacijskem protokolu za namen primerljivosti. Izkazalo se je, da je najboljše parametre proizvedla kvadratna oblika tokovnih protokolov, še posebaj protokoli s premori med pulzi.

Language:Slovenian
Keywords:litij-ionske baterije, modeli nadomestnih vezij, tokovni protokoli, parametrizacija, stanje napolnjenosti
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FS - Faculty of Mechanical Engineering
Year:2025
Number of pages:XI, 29 f.
PID:20.500.12556/RUL-170695 This link opens in a new window
UDC:621.35:544.643.076.2:546.34(043.2)
COBISS.SI-ID:244707331 This link opens in a new window
Publication date in RUL:13.07.2025
Views:293
Downloads:111
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Secondary language

Language:English
Title:Determination of the optimal current profile for parameterization of a lithium-ion battery model for state of charge estimation
Abstract:
The state of charge (SoC) of a lithium-ion battery is a crucial parameter for its efficient use, yet it cannot be measured directly. For this reason, battery models based on equivalent electrical circuits have been developed to simulate the internal behavior of the battery. To accurately reflect the battery’s response to current variations, these models require precise parameterization of their electrical components. Proper parameterization ensures that the components capture the complex electrochemical processes occurring within the battery. In this thesis, we evaluated how effectively different current profile shapes enable optimal parameterization of a DP (dual-polarization) battery model. We conducted experimental measurements by applying various current profiles to a lithium-ion battery and recording its voltage response. The acquired data was then used for model parameterization, and the resulting parameters were applied in a validation simulation to assess performance. The results showed that the most accurate parameters were obtained using square-wave current profiles, especially those with rest periods between current pulses.

Keywords:lithium-ion battery, equivalent circuit models, current protocols, parametrization, state-of-charge

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