@article{59478,
  author       = {{Gräßler, Iris and Rarbach, Sven and Pottebaum, Jens}},
  issn         = {{2942-6170}},
  journal      = {{Industry 4.0 Science}},
  number       = {{2}},
  publisher    = {{GITO mbH Verlag}},
  title        = {{{Data Quality in the Engineering of Circular Products - Decision support for circular value creation through data ecosystems}}},
  doi          = {{10.30844/i4se.25.2.12}},
  volume       = {{2025}},
  year         = {{2025}},
}

@article{58650,
  abstract     = {{Technical systems are characterized by increasing interdisciplinarity, complexity and networking. A product and its corresponding production systems require interdisciplinary multi-objective optimization. Sustainability and recyclability demands increase said complexity. The efficiency of previously established engineering methods is reaching its limits, which can only be overcome by systematic integration of extreme data. The aim of "hybrid decision support" is as follows: Data science and artificial intelligence should be used to supplement human capabilities in conjunction with existing heuristics, methods, modeling and simulation to increase the efficiency of product creation.}},
  author       = {{Gräßler, Iris and Pottebaum, Jens and Nyhuis, Peter and Stark, Rainer and Thoben, Klaus-Dieter and Wiederkehr, Petra}},
  issn         = {{2942-6170}},
  journal      = {{Industry 4.0 Science}},
  keywords     = {{AI, artificial intelligence, Data Science, decision support, extreme data, Künstliche Intelligenz, product creation, product development}},
  number       = {{1}},
  publisher    = {{GITO mbH Verlag}},
  title        = {{{Hybrid Decision Support in Product Creation - Improving performance with data science and artificial intelligence}}},
  doi          = {{10.30844/i4sd.25.1.18}},
  volume       = {{2025}},
  year         = {{2025}},
}

@article{60940,
  author       = {{Gräßler, Iris and Rarbach, Sven and Grewe, Benedikt}},
  issn         = {{2942-6170}},
  journal      = {{Industry 4.0 Science}},
  number       = {{3}},
  publisher    = {{GITO mbH Verlag}},
  title        = {{{Strategic Product Planning Model – Digital twins for circular products and production processes}}},
  doi          = {{10.30844/i4se.25.3.24}},
  volume       = {{2025}},
  year         = {{2025}},
}