[{"date_created":"2026-08-07T11:59:52Z","department":[{"_id":"152"}],"type":"conference","publication":"1st International Symposium on Hybrid Intelligence in Product and Production Engineering","abstract":[{"lang":"eng","text":"Design for Assembly, Disassembly and Reassembly (DfADR) prepares for high levels of material circularity in terms of repair and remanufacturing. The intention of reassembling products and their part simplies that inspection and sorting need to be integrated with value-conserving objectives. Further, disassembly and reassembly require higher competence levels of workforce than assembly. To provide the required information during engineering, a metadata model (MDM) is required that links established product models to capability models. Since processes to be carried out for realizing a product largely determine required employees’ capabilities, the proposed approach uses the ADR process domain to connect product and capability domains. The research is based on a systematic literature analysis to identify existing approaches regarding MDMs of ADR processes. Based on the results, an integrative MDM is developed that answers defined competence questions. The model enables queries which support engineers by feedback on which skills are required for a product. This builds up a basis to check whether required skills are available in the manufacturing company, either early in product engineering or later in ADR planning."}],"language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1"}],"doi":"10.17619/UNIPB/1-2640","author":[{"last_name":"Gräßler","first_name":"I.","orcid":"0000-0001-5765-971X","full_name":"Gräßler, I.","id":"47565"},{"full_name":"Hesse, Thomas","first_name":"Thomas","last_name":"Hesse","id":"76202"},{"full_name":"Pottebaum, Jens","orcid":"http://orcid.org/0000-0001-8778-2989","last_name":"Pottebaum","first_name":"Jens","id":"405"}],"year":"2026","title":"Enabling extreme data by using DS/AI approaches","date_updated":"2026-08-13T08:14:20Z","publication_status":"published","place":"Paderborn","oa":"1","citation":{"ama":"Gräßler I, Hesse T, Pottebaum J. Enabling extreme data by using DS/AI approaches. In: Graessler I, ed. <i>1st International Symposium on Hybrid Intelligence in Product and Production Engineering</i>. Universitätsbibliothek; 2026. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-2640\">10.17619/UNIPB/1-2640</a>","bibtex":"@inproceedings{Gräßler_Hesse_Pottebaum_2026, place={Paderborn}, title={Enabling extreme data by using DS/AI approaches}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-2640\">10.17619/UNIPB/1-2640</a>}, booktitle={1st International Symposium on Hybrid Intelligence in Product and Production Engineering}, publisher={Universitätsbibliothek}, author={Gräßler, I. and Hesse, Thomas and Pottebaum, Jens}, editor={Graessler, Iris}, year={2026} }","mla":"Gräßler, I., et al. “Enabling Extreme Data by Using DS/AI Approaches.” <i>1st International Symposium on Hybrid Intelligence in Product and Production Engineering</i>, edited by Iris Graessler, Universitätsbibliothek, 2026, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-2640\">10.17619/UNIPB/1-2640</a>.","chicago":"Gräßler, I., Thomas Hesse, and Jens Pottebaum. “Enabling Extreme Data by Using DS/AI Approaches.” In <i>1st International Symposium on Hybrid Intelligence in Product and Production Engineering</i>, edited by Iris Graessler. Paderborn: Universitätsbibliothek, 2026. <a href=\"https://doi.org/10.17619/UNIPB/1-2640\">https://doi.org/10.17619/UNIPB/1-2640</a>.","short":"I. Gräßler, T. Hesse, J. Pottebaum, in: I. Graessler (Ed.), 1st International Symposium on Hybrid Intelligence in Product and Production Engineering, Universitätsbibliothek, Paderborn, 2026.","apa":"Gräßler, I., Hesse, T., &#38; Pottebaum, J. (2026). Enabling extreme data by using DS/AI approaches. In I. Graessler (Ed.), <i>1st International Symposium on Hybrid Intelligence in Product and Production Engineering</i>. Universitätsbibliothek. <a href=\"https://doi.org/10.17619/UNIPB/1-2640\">https://doi.org/10.17619/UNIPB/1-2640</a>","ieee":"I. Gräßler, T. Hesse, and J. Pottebaum, “Enabling extreme data by using DS/AI approaches,” in <i>1st International Symposium on Hybrid Intelligence in Product and Production Engineering</i>, Paderborn, 2026, doi: <a href=\"https://doi.org/10.17619/UNIPB/1-2640\">10.17619/UNIPB/1-2640</a>."},"quality_controlled":"1","_id":"66683","publisher":"Universitätsbibliothek","editor":[{"full_name":"Graessler, Iris","last_name":"Graessler","first_name":"Iris"}],"user_id":"76202","conference":{"location":"Paderborn","start_date":"25"},"status":"public"},{"oa":"1","citation":{"short":"I. Gräßler, J. Pottebaum, P. Nyhuis, M. Schmidt, B. Grewe, F. Vollenkemper, T. Hesse, T. Meinecke, in: K. Hölzle, M. Kreimeyer, D. Roth, T. Maier, O. Riedel (Eds.), Stuttgarter Symposium Für Produktentwicklung (SSP) 2025, Fraunhofer IAO, 2025, pp. 509–518.","chicago":"Gräßler, Iris, Jens Pottebaum, Peter Nyhuis, Matthias Schmidt, Benedikt Grewe, Felix Vollenkemper, Thomas Hesse, and Tim Meinecke. “Evolving Design for Assembly, Disassembly and Reassembly into a New Paradigm: Design-for-Capabilities with Hybrid Decision Support as an Enabler for Circular Products.” In <i>Stuttgarter Symposium Für Produktentwicklung (SSP) 2025</i>, edited by Katharina Hölzle, Matthias Kreimeyer, Daniel Roth, Thomas Maier, and Oliver Riedel, 509–18. Fraunhofer IAO, 2025.","apa":"Gräßler, I., Pottebaum, J., Nyhuis, P., Schmidt, M., Grewe, B., Vollenkemper, F., Hesse, T., &#38; Meinecke, T. (2025). Evolving Design for Assembly, Disassembly and Reassembly into a new paradigm: Design-for-Capabilities with Hybrid Decision Support as an enabler for circular products. In K. Hölzle, M. Kreimeyer, D. Roth, T. Maier, &#38; O. Riedel (Eds.), <i>Stuttgarter Symposium für Produktentwicklung (SSP) 2025</i> (pp. 509–518). Fraunhofer IAO.","ieee":"I. Gräßler <i>et al.</i>, “Evolving Design for Assembly, Disassembly and Reassembly into a new paradigm: Design-for-Capabilities with Hybrid Decision Support as an enabler for circular products,” in <i>Stuttgarter Symposium für Produktentwicklung (SSP) 2025</i>, Stuttgart, 2025, pp. 509–518.","ama":"Gräßler I, Pottebaum J, Nyhuis P, et al. Evolving Design for Assembly, Disassembly and Reassembly into a new paradigm: Design-for-Capabilities with Hybrid Decision Support as an enabler for circular products. In: Hölzle K, Kreimeyer M, Roth D, Maier T, Riedel O, eds. <i>Stuttgarter Symposium Für Produktentwicklung (SSP) 2025</i>. Fraunhofer IAO; 2025:509-518.","bibtex":"@inproceedings{Gräßler_Pottebaum_Nyhuis_Schmidt_Grewe_Vollenkemper_Hesse_Meinecke_2025, title={Evolving Design for Assembly, Disassembly and Reassembly into a new paradigm: Design-for-Capabilities with Hybrid Decision Support as an enabler for circular products}, booktitle={Stuttgarter Symposium für Produktentwicklung (SSP) 2025}, publisher={Fraunhofer IAO}, author={Gräßler, Iris and Pottebaum, Jens and Nyhuis, Peter and Schmidt, Matthias and Grewe, Benedikt and Vollenkemper, Felix and Hesse, Thomas and Meinecke, Tim}, editor={Hölzle, Katharina and Kreimeyer, Matthias and Roth, Daniel and Maier, Thomas and Riedel, Oliver}, year={2025}, pages={509–518} }","mla":"Gräßler, Iris, et al. “Evolving Design for Assembly, Disassembly and Reassembly into a New Paradigm: Design-for-Capabilities with Hybrid Decision Support as an Enabler for Circular Products.” <i>Stuttgarter Symposium Für Produktentwicklung (SSP) 2025</i>, edited by Katharina Hölzle et al., Fraunhofer IAO, 2025, pp. 509–18."},"quality_controlled":"1","_id":"60013","publisher":"Fraunhofer IAO","page":"509-518","editor":[{"first_name":"Katharina","last_name":"Hölzle","full_name":"Hölzle, Katharina"},{"full_name":"Kreimeyer, Matthias","last_name":"Kreimeyer","first_name":"Matthias"},{"last_name":"Roth","first_name":"Daniel","full_name":"Roth, Daniel"},{"first_name":"Thomas","last_name":"Maier","full_name":"Maier, Thomas"},{"last_name":"Riedel","first_name":"Oliver","full_name":"Riedel, Oliver"}],"user_id":"52359","conference":{"end_date":"2025-05-22","start_date":"2025-05-21","name":"Stuttgarter Symposium für Produktentwicklung","location":"Stuttgart"},"status":"public","date_created":"2025-05-22T07:47:40Z","department":[{"_id":"152"}],"type":"conference","publication":"Stuttgarter Symposium für Produktentwicklung (SSP) 2025","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://elib.uni-stuttgart.de/items/82c396f0-b5ef-42ca-b9c3-28e9d301568d"}],"author":[{"id":"47565","full_name":"Gräßler, Iris","orcid":"0000-0001-5765-971X","first_name":"Iris","last_name":"Gräßler"},{"id":"405","first_name":"Jens","last_name":"Pottebaum","orcid":"http://orcid.org/0000-0001-8778-2989","full_name":"Pottebaum, Jens"},{"full_name":"Nyhuis, Peter","first_name":"Peter","last_name":"Nyhuis"},{"full_name":"Schmidt, Matthias","first_name":"Matthias","last_name":"Schmidt"},{"id":"52359","first_name":"Benedikt","last_name":"Grewe","full_name":"Grewe, Benedikt"},{"id":"74028","full_name":"Vollenkemper, Felix","first_name":"Felix","last_name":"Vollenkemper"},{"id":"76202","last_name":"Hesse","first_name":"Thomas","full_name":"Hesse, Thomas"},{"first_name":"Tim","last_name":"Meinecke","full_name":"Meinecke, Tim"}],"title":"Evolving Design for Assembly, Disassembly and Reassembly into a new paradigm: Design-for-Capabilities with Hybrid Decision Support as an enabler for circular products","year":"2025","publication_status":"published","date_updated":"2025-11-11T06:11:36Z"}]