@inproceedings{26852,
  author       = {{Kharatyan, Aschot and Tekaat, Julian and Japs, Sergej and Anacker, Harald and Dumitrescu, Roman}},
  booktitle    = {{ Proceedings of the Design Society}},
  location     = {{Cavtat, Dubrovnik, Croatia}},
  pages        = {{2027 -- 2036}},
  title        = {{{Metamodel for safety and security integrated system architecture modeling}}},
  volume       = {{Vol. 1}},
  year         = {{2021}},
}

@article{26855,
  abstract     = {{<jats:title>Abstract</jats:title><jats:p>Cyber-physical systems (CPS) are able the collect huge amounts of data about themselves, their users, and their environment during their usage phase. By feeding these usage data back into product planning, manufacturers can optimize their engineering and decision-making processes. Despite promising potentials, most manufacturers still do not analyze usage data within product planning. Also, research on usage data-driven product planning is scarce. Therefore, this paper aims to identify the main concepts, advantages, success factors and challenges of usage data-driven product planning. To answer the corresponding research questions, a comprehensive systematic literature review is conducted. From its results, a detailed description of usage data-driven product planning consisting of six main concepts is derived. Furthermore, taxonomies for the advantages, success factors and challenges of usage data-driven product planning are presented. The six main concepts and the three taxonomies allow for a deeper understanding of the topic while highlighting necessary future actions and research needs.</jats:p>}},
  author       = {{Meyer, Maurice and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman}},
  issn         = {{2732-527X}},
  journal      = {{Proceedings of the Design Society}},
  pages        = {{3289--3298}},
  title        = {{{UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW}}},
  doi          = {{10.1017/pds.2021.590}},
  year         = {{2021}},
}

@inproceedings{26857,
  author       = {{Meyer, Maurice and Hemkentokrax, Jan-Philipp and Koldewey, Christian and Dumitrescu, Roman and Tröster, Peter M. and Schlegel, Michael and Kling, Christopher L. and Rapp, Simon and Albers, Albert}},
  booktitle    = {{Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung}},
  editor       = {{Gausemeier, Jürgen and Bauer, Wilhelm and Dumitrescu, Roman}},
  location     = {{Berlin}},
  publisher    = {{Heinz Nixdorf Institut, Universität Paderborn}},
  title        = {{{Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis}}},
  volume       = {{400}},
  year         = {{2021}},
}

@article{26858,
  author       = {{Meyer, Maurice and Panzner, Melina and Koldewey, Christian and Dumitrescu, Roman}},
  journal      = {{Procedia CIRP}},
  pages        = {{1179--1184}},
  title        = {{{Towards Identifying Data Analytics Use Cases in Product Planning}}},
  volume       = {{104}},
  year         = {{2021}},
}

@inproceedings{26864,
  author       = {{Hemkentokrax, Jan-Philipp and Eckelt, Daniel and Haarmann, Lennard and Koldewey, Christian and Dumitrescu, Roman}},
  booktitle    = {{Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung}},
  editor       = {{Gausemeier, Jürgen and Bauer, Wilhelm and Dumitrescu, Roman}},
  location     = {{Berlin}},
  publisher    = {{Heinz Nixdorf Institut, Universität Paderborn}},
  title        = {{{Die Kraft von Startup-Partnerschaften  für das Innovationssystem eines Automobilzulieferers}}},
  volume       = {{400}},
  year         = {{2021}},
}

@inproceedings{26903,
  author       = {{Wegel, Arthur and Sahrhage, Philipp and Worthmann, Fabio and Rabe, Martin and Dumitrescu, Roman}},
  booktitle    = {{Stuttgarter Symposium für Produktentwicklung SSP 2021}},
  editor       = {{Binz, Hansgeorg and Bertsche, Bernd and Spath, Dieter and Roth, Daniel}},
  pages        = {{12}},
  title        = {{{Referenzarchitektur für Smart Services}}},
  doi          = {{http://dx.doi.org/10.18419/opus-11478}},
  year         = {{2021}},
}

@inproceedings{26905,
  author       = {{Reinhold, Jannik and Koldewey, Christian and Dumitrescu, Roman and Rausch, Gerhard}},
  booktitle    = {{Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung}},
  editor       = {{Gausemeier, Jürgen and Bauer, Wilhelm and Dumitrescu, Roman}},
  location     = {{Berlin}},
  publisher    = {{Heinz Nixdorf Institut, Universität Paderborn}},
  title        = {{{Smart Service-Transformation - Den Wandel der Wertschöpfung erfolgreich gestalten}}},
  volume       = {{400}},
  year         = {{2021}},
}

@article{26908,
  author       = {{Reinhold, Jannik and Ködding, Patrick and Scholtysik, Michel and Koldewey, Christian and Dumitrescu, Roman}},
  journal      = {{Procedia CIRP}},
  title        = {{{Identifying Value Creation Patterns for Smart Services}}},
  year         = {{2021}},
}

@book{26984,
  author       = {{Dumitrescu, Roman and Özcan, Leon and Ködding, Patrick and Foullois, Marc and Bernijazov, Ruslan}},
  publisher    = {{Heinz Nixdorf Institut, Universität Paderborn}},
  title        = {{{Künstliche Intelligenz in der Produktentstehung}}},
  year         = {{2021}},
}

@article{26990,
  abstract     = {{Digitalization and sustainability are major challenges for today's manufacturing industry. While digitalization is characterized by the incorporation of digital technologies in the products and services as well as the value creation architectures, sustainability requires them to balance economic, environmental and social issues. In both areas, especially Product Service Systems (PSS) are constantly gaining importance. This results in so called smart PSS that integrate digital technologies as well as sustainable PSS which aim at a positive impact on sustainability. Both two concepts cannot be clearly delimited since smart PSS might be designed for sustainability as well and sustainable PSS might be used with digital technologies. This paper aims to investigate the interrelations. To that, digitalization patterns of products and services are evaluated regarding their sustainable impact. The evaluation is conducted by a survey in research and industry. Furthermore, the design of the underlying value creation architecture is investigated. Here, a methodology is proposed enabling companies to optimize their value creation architecture.}},
  author       = {{Scholtysik, Michel and Reinhold, Jannik and Koldewey, Christian and Dumitrescu, Roman}},
  issn         = {{2732-527X}},
  journal      = {{Proceedings of the Design Society}},
  keywords     = {{sustainability}},
  location     = {{Gothenburg, Sweden}},
  pages        = {{2871--2880}},
  title        = {{{SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS}}},
  doi          = {{10.1017/pds.2021.548}},
  volume       = {{1}},
  year         = {{2021}},
}

@article{26998,
  abstract     = {{<jats:title>Abstract</jats:title>
               <jats:p>Smart Services sind das Resultat zweier Megatrends: Digitalisierung und Servitisierung. Diese digitalen Dienstleistungen erfordern innovative Geschäftsmodelle, deren Umsetzung jedoch häufig eine Anpassung historisch gewachsener Wertschöpfung produzierender Unternehmen voraussetzt. Wir liefern geeignete Geschäftsmodellmuster zur Entwicklung von Geschäftsmodellen für Smart Services und zeigen, wie produzierende Unternehmen darauf aufbauend die Transformation ihrer Wertschöpfung planen können.</jats:p>}},
  author       = {{Reinhold, Jannik and Ködding, Patrick and Scholtysik, Michel and Koldewey, Christian and Dumitrescu, Roman}},
  journal      = {{Zeitschrift für wirtschaftlichen Fabrikbetrieb}},
  pages        = {{337--341}},
  title        = {{{Smart Service-Transformation mit Geschäftsmodellmustern}}},
  doi          = {{10.1515/zwf-2021-0069}},
  year         = {{2021}},
}

@inproceedings{27055,
  author       = {{Lagemann, Benjamin and Seidenberg, Tobias and Jürgenhake, Christoph and Erikstad, Stein Ove and Dumitrescu, Roman}},
  booktitle    = {{SNAME International Conference on Fast Sea Transportation}},
  location     = {{ Rhode Island, USA}},
  title        = {{{System alternatives for modular, zero-emission high-speed ferries}}},
  year         = {{2021}},
}

@inproceedings{27056,
  author       = {{Japs, Sergej and Anacker, Harald and Kaiser, Lydia and Holtmann, Jörg and Dumitrescu, Roman and Kargl, Frank}},
  booktitle    = {{Proceedings of the IEEE}},
  location     = {{Notre Dame, IN, USA}},
  pages        = {{412--414}},
  title        = {{{D-REQs: Determination of security & safety requirements in workshops based on the use of model-based systems engineering}}},
  volume       = {{1}},
  year         = {{2021}},
}

@article{27057,
  author       = {{Mohammad, Ubaidullah and Low, Cheng and Rahman, Ramhuzaini Abd and Johar, Muhammad Akmal and Koh, Ching Theng and Dumitrescu, Roman and Rabe, Martin and Asmar, Laban and Kamaruddin, Susana }},
  journal      = {{Journal of Mechanical Engineering (JMechE) }},
  number       = {{2}},
  pages        = {{129--144}},
  title        = {{{Smart factory reference model for training on Industry 4.0}}},
  doi          = {{https://doi.org/10.21491/jmeche.v16i2.15331}},
  volume       = {{16}},
  year         = {{2021}},
}

@article{27081,
  author       = {{Yee, Jingye  and Low, Cheng Yee and Hashim, Natiara Mohamad  and Hanapiah, Fazah Akhtar  and Soh, Wei Shien and Zakaria, Noor Ayuni Che  and Nemah, Mohammed Najeh and Asmar, Laban  and Rabe, Martin and von Enzberg, Sebastian and Dumitrescu, Roman}},
  journal      = {{International Journal of Integrated Engineering}},
  number       = {{4}},
  pages        = {{180--188}},
  title        = {{{Data-Driven Model for Upper Limb Spasticity Detection}}},
  doi          = {{http://orcid.org/0000-0002-5355-7908}},
  volume       = {{13}},
  year         = {{2021}},
}

@misc{27082,
  author       = {{Wiecher, Carsten and Wolff, Carsten and Anacker, Harald and Dumitrescu, Roman}},
  booktitle    = {{arXiv preprint}},
  title        = {{{Selecting Features for the Next Release in a System of Systems Context}}},
  year         = {{2021}},
}

@inproceedings{27085,
  author       = {{Hobscheidt, Daniela and Kühn, Arno and Dumitrescu, Roman}},
  booktitle    = {{Procedia CIRP}},
  pages        = {{301--306}},
  publisher    = {{Elsevier}},
  title        = {{{Derivation of socio-technical solution patterns for industry 4.0 problem classes}}},
  volume       = {{100}},
  year         = {{2021}},
}

@inproceedings{27086,
  author       = {{Niewöhner, Nadine and Lang, Nadja and Asmar, Laban and Röltgen, Daniel and Kühn, Arno and Dumitrescu, Roman}},
  booktitle    = {{Procedia CIRP}},
  pages        = {{289--294}},
  publisher    = {{Elsevier}},
  title        = {{{Towards an ambidextrous innovation management maturity model}}},
  volume       = {{100}},
  year         = {{2021}},
}

@inproceedings{27087,
  author       = {{Gabriel, Stefan and Niewöhner, Nadine and Asmar, Laban and Kühn, Arno and Dumitrescu, Roman}},
  booktitle    = {{Procedia CIRP}},
  pages        = {{427--432}},
  publisher    = {{Elsevier}},
  title        = {{{Integration of agile practices in the product development process of intelligent technical systems}}},
  volume       = {{100}},
  year         = {{2021}},
}

@inbook{27089,
  author       = {{Koldewey, Christian and Gausemeier, Jürgen and Dumitrescu, Roman and Evers, Hans Heinrich and Frank, Maximilian and Reinhold, Jannik}},
  booktitle    = {{Digitalization}},
  editor       = {{Schallmo, Daniel R. and Tidd, Joseph}},
  pages        = {{205--237}},
  publisher    = {{Springer}},
  title        = {{{Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization}}},
  year         = {{2021}},
}