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@ARTICLE{Kadyk:1016832,
      author       = {Kadyk, Thomas and Sun, Ying and Kaur, Jasmin and
                      Kulikovsky, Andrei and Eikerling, Michael},
      title        = {{F}requency response diagnostics of electrochemical energy
                      devices},
      journal      = {Current opinion in electrochemistry},
      volume       = {42},
      issn         = {2451-9103},
      address      = {Amsterdam},
      publisher    = {Elsevier},
      reportid     = {FZJ-2023-03816},
      pages        = {101378},
      year         = {2023},
      abstract     = {The development, fabrication, and operation of
                      electrochemical energy devices like fuel cells, batteries,
                      or electrolyzers require powerful diagnostic techniques.
                      Frequency response analysis methods deconvolute and quantify
                      reaction and transport processes based on their dynamics,
                      extract properties such as conductivity, diffusivity,
                      permeability, and electrocatalytic activity, and assess the
                      state-of-health, stateof-charge of a battery, mass activity
                      of an electrocatalytic layer, or the presence of faults.
                      Taking nonlinear information into account improves process
                      identifiability, while using differentinput or output
                      signals increases the sensitivity towards specific
                      processes. Sensitivity analyses and design of experiments
                      techniques are valuable tools to evaluate different
                      frequency response techniques and help building optimized
                      test protocols.},
      cin          = {IEK-13},
      ddc          = {621.3},
      cid          = {I:(DE-Juel1)IEK-13-20190226},
      pnm          = {1222 - Components and Cells (POF4-122)},
      pid          = {G:(DE-HGF)POF4-1222},
      typ          = {PUB:(DE-HGF)16},
      UT           = {WOS:001076855500001},
      doi          = {10.1016/j.coelec.2023.101378},
      url          = {https://juser.fz-juelich.de/record/1016832},
}