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<dc:title xml:lang="pl"><![CDATA[Nonlinear state observers and extended Kalman filters for battery systems]]></dc:title>
<dc:creator><![CDATA[Rauh, Andreas]]></dc:creator>
<dc:creator><![CDATA[Butt, Saif S.]]></dc:creator>
<dc:creator><![CDATA[Aschemann, Harald]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[observers]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[state estimation]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[Riccati equations]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[extended Kalman filters]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[parameter estimation]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[The focus of this paper is to develop reliable observer and filtering techniques for finite-dimensional battery models that adequately describe the charging and discharging behaviors. For this purpose, an experimentally validated battery model taken from the literature is extended by a mathematical description that represents parameter variations caused by aging.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[The corresponding disturbance models account for the fact that neither the state of charge, nor the above-mentioned parameter variations are directly accessible by measurements. Moreover, this work provides a comparison of the performance of different observer and filtering techniques as well as a development of estimation procedures that guarantee a reliable detection of large parameter variations.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[For that reason, different charging and discharging current profiles of batteries are investigated by numerical simulations. The estimation procedures considered in this paper are, firstly, a nonlinear Luenberger-type state observer with an offline calculated gain scheduling approach, secondly, a continuous-time extended Kalman filter and, thirdly, a hybrid extended Kalman filter, where the corresponding filter gains are computed online.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Korbicz, Józef (1951- ) - red.]]></dc:contributor>
<dc:contributor><![CDATA[Uciński, Dariusz - red.]]></dc:contributor>
<dc:date><![CDATA[2013]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/78866/AMCS_2013_23_3_5.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/88660/edition/78866/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:78866]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 23, number 3 (2013)]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:88660]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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