% IMPORTANT: The following is UTF-8 encoded.  This means that in the presence
% of non-ASCII characters, it will not work with BibTeX 0.99 or older.
% Instead, you should use an up-to-date BibTeX implementation like “bibtex8” or
% “biber”.

@ARTICLE{Hildenbrand:910837,
      author       = {Hildenbrand, Felix and Aupperle, Felix and Stahl, Gereon
                      and Figgmeier, Egbert and Sauer, Dirk Uwe},
      title        = {{S}election of {E}lectrolyte {A}dditive {Q}uantities for
                      {L}ithium‐{I}on {B}atteries {U}sing {B}ayesian
                      {O}ptimization},
      journal      = {Batteries $\&$ supercaps},
      volume       = {5},
      number       = {7},
      issn         = {2566-6223},
      address      = {Weinheim},
      publisher    = {Wiley-VCH},
      reportid     = {FZJ-2022-04187},
      pages        = {e202200038},
      year         = {2022},
      abstract     = {The composition of the liquid electrolyte is a key factor
                      inlifetime performance of lithium-ion batteries. The
                      selection andquantification of additives to the electrolyte
                      is an active field ofresearch. This study focuses on finding
                      the optimal additivecombination of fluoroethylene carbonate
                      (FEC) and vinylenecarbonate (VC) for NMC622-Graphite cells.
                      The central goal ofthis work is to accelerate the
                      experimental search in a largesearch area by using a
                      Bayesian-optimization algorithm toguide the search.
                      Different measurements are used as targetvariable such as
                      open-circuit voltage gradient and coulombicefficiency.
                      Consequentially, the capability of these measurementsfor
                      accelerated lifetime prediction compared to
                      conventionalageing tests by cycling is investigated. The
                      searchgathered and confirmed additive combinations with
                      excellentperformance after four iterations with a total of
                      15 additivecombinations analyzed. The results of this study
                      give insightsinto the interaction of VC and FEC with regard
                      to ageing.},
      cin          = {IEK-12 / JARA-ENERGY},
      ddc          = {620},
      cid          = {I:(DE-Juel1)IEK-12-20141217 / $I:(DE-82)080011_20140620$},
      pnm          = {1223 - Batteries in Application (POF4-122)},
      pid          = {G:(DE-HGF)POF4-1223},
      typ          = {PUB:(DE-HGF)16},
      UT           = {WOS:000774000900001},
      doi          = {10.1002/batt.202200038},
      url          = {https://juser.fz-juelich.de/record/910837},
}