[{"doi":"10.24406/PUBLICA-9382","main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"date_updated":"2026-07-20T19:13:06Z","publication_status":"published","title":"Understanding the Value of Data Ecosystems for Circular Economy Metrics","year":"2026","author":[{"full_name":"Pottebaum, Jens","first_name":"Jens","orcid":"http://orcid.org/0000-0001-8778-2989","last_name":"Pottebaum","id":"405"},{"full_name":"Dietrich, Katrin","first_name":"Katrin","last_name":"Dietrich"},{"last_name":"Schmidt","first_name":"Lara","full_name":"Schmidt, Lara"},{"full_name":"Biglari, Mostafa","first_name":"Mostafa","last_name":"Biglari"},{"last_name":"Schmidt","first_name":"Michael-Georg","full_name":"Schmidt, Michael-Georg"},{"last_name":"Pistillo","first_name":"Alessandro","full_name":"Pistillo, Alessandro"},{"last_name":"Gravina","first_name":"Nadja","full_name":"Gravina, Nadja"},{"first_name":"Franziska","last_name":"Schmidt","full_name":"Schmidt, Franziska"}],"type":"report","keyword":["Circular Economy","Circular Economy Metrics","Manufacturing-X","Data Ecosystems"],"department":[{"_id":"152"}],"date_created":"2026-07-20T19:06:41Z","abstract":[{"text":"The Circular Economy is considered a key approach to addressing resource scarcity, rising raw material prices, and the need for more resilient value chains. However, its practical implementation is often hindered by the lack of suitable and standardized metrics, as well as by high requirements for horizontal and vertical data integration. This white paper illustrates, through selected Manufacturing-X projects, how federated data ecosystems can help establish Circular Economy metrics as an effective management instrument for growth, margin protection, and resilience.\r\nBased on literature, industrial practice, and demonstrators, Circular Economy metrics are structured into four groups: overarching assessment approaches, disassembly-related indicators, lifetime-oriented metrics, and end-of-life and recycling-focused indicators. Use cases from Construct-X, Decide4ECO, Fluid 4.0, Chem-X, and other Manufacturing-X initiatives demonstrate the benefits of data-driven approaches for product, component, and material loops. At the same time, they reveal a current lack of interoperable, cross-industry standards for both metrics and data models.\r\nThe white paper concludes that data ecosystems such as Manufacturing-X are a key enabler for scaling circular business models. In particular, shared cross-sector frameworks for metrics, standardized information models based for example on the Asset Administration Shell, and the integration of circular metrics into existing systems and processes are essential. The work presented therefore marks an important step toward a data-driven and economically viable Circular Economy.","lang":"eng"}],"user_id":"405","publisher":"Manufacturing-X Guidance Board","_id":"66548","has_accepted_license":"1","status":"public","oa":"1","place":"Berlin","citation":{"mla":"Pottebaum, Jens, et al. <i>Understanding the Value of Data Ecosystems for Circular Economy Metrics</i>. Manufacturing-X Guidance Board, 2026, doi:<a href=\"https://doi.org/10.24406/PUBLICA-9382\">10.24406/PUBLICA-9382</a>.","bibtex":"@book{Pottebaum_Dietrich_Schmidt_Biglari_Schmidt_Pistillo_Gravina_Schmidt_2026, place={Berlin}, title={Understanding the Value of Data Ecosystems for Circular Economy Metrics}, DOI={<a href=\"https://doi.org/10.24406/PUBLICA-9382\">10.24406/PUBLICA-9382</a>}, publisher={Manufacturing-X Guidance Board}, author={Pottebaum, Jens and Dietrich, Katrin and Schmidt, Lara and Biglari, Mostafa and Schmidt, Michael-Georg and Pistillo, Alessandro and Gravina, Nadja and Schmidt, Franziska}, year={2026} }","ama":"Pottebaum J, Dietrich K, Schmidt L, et al. <i>Understanding the Value of Data Ecosystems for Circular Economy Metrics</i>. Manufacturing-X Guidance Board; 2026. doi:<a href=\"https://doi.org/10.24406/PUBLICA-9382\">10.24406/PUBLICA-9382</a>","ieee":"J. Pottebaum <i>et al.</i>, <i>Understanding the Value of Data Ecosystems for Circular Economy Metrics</i>. Berlin: Manufacturing-X Guidance Board, 2026.","apa":"Pottebaum, J., Dietrich, K., Schmidt, L., Biglari, M., Schmidt, M.-G., Pistillo, A., Gravina, N., &#38; Schmidt, F. (2026). <i>Understanding the Value of Data Ecosystems for Circular Economy Metrics</i>. Manufacturing-X Guidance Board. <a href=\"https://doi.org/10.24406/PUBLICA-9382\">https://doi.org/10.24406/PUBLICA-9382</a>","short":"J. Pottebaum, K. Dietrich, L. Schmidt, M. Biglari, M.-G. Schmidt, A. Pistillo, N. Gravina, F. Schmidt, Understanding the Value of Data Ecosystems for Circular Economy Metrics, Manufacturing-X Guidance Board, Berlin, 2026.","chicago":"Pottebaum, Jens, Katrin Dietrich, Lara Schmidt, Mostafa Biglari, Michael-Georg Schmidt, Alessandro Pistillo, Nadja Gravina, and Franziska Schmidt. <i>Understanding the Value of Data Ecosystems for Circular Economy Metrics</i>. Berlin: Manufacturing-X Guidance Board, 2026. <a href=\"https://doi.org/10.24406/PUBLICA-9382\">https://doi.org/10.24406/PUBLICA-9382</a>."}},{"citation":{"mla":"Kulkarni, Pranav Jayant, et al. “Using SysML as a Modelling Language for Dataspaces.” <i>2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)</i>, IEEE, 2025, doi:<a href=\"https://doi.org/10.1109/ictmod63116.2024.10878227\">10.1109/ictmod63116.2024.10878227</a>.","bibtex":"@inproceedings{Kulkarni_Zerbin_Koldewey_Bernijazov_Dumitrescu_2025, title={Using SysML as a Modelling Language for Dataspaces}, DOI={<a href=\"https://doi.org/10.1109/ictmod63116.2024.10878227\">10.1109/ictmod63116.2024.10878227</a>}, booktitle={2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)}, publisher={IEEE}, author={Kulkarni, Pranav Jayant and Zerbin, Julian and Koldewey, Christian and Bernijazov, Ruslan and Dumitrescu, Roman}, year={2025} }","ama":"Kulkarni PJ, Zerbin J, Koldewey C, Bernijazov R, Dumitrescu R. Using SysML as a Modelling Language for Dataspaces. In: <i>2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)</i>. IEEE; 2025. doi:<a href=\"https://doi.org/10.1109/ictmod63116.2024.10878227\">10.1109/ictmod63116.2024.10878227</a>","ieee":"P. J. Kulkarni, J. Zerbin, C. Koldewey, R. Bernijazov, and R. Dumitrescu, “Using SysML as a Modelling Language for Dataspaces,” presented at the 2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), Sharjah, United Arab Emirates , 2025, doi: <a href=\"https://doi.org/10.1109/ictmod63116.2024.10878227\">10.1109/ictmod63116.2024.10878227</a>.","apa":"Kulkarni, P. J., Zerbin, J., Koldewey, C., Bernijazov, R., &#38; Dumitrescu, R. (2025). Using SysML as a Modelling Language for Dataspaces. <i>2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)</i>. 2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), Sharjah, United Arab Emirates . <a href=\"https://doi.org/10.1109/ictmod63116.2024.10878227\">https://doi.org/10.1109/ictmod63116.2024.10878227</a>","chicago":"Kulkarni, Pranav Jayant, Julian Zerbin, Christian Koldewey, Ruslan Bernijazov, and Roman Dumitrescu. “Using SysML as a Modelling Language for Dataspaces.” In <i>2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)</i>. IEEE, 2025. <a href=\"https://doi.org/10.1109/ictmod63116.2024.10878227\">https://doi.org/10.1109/ictmod63116.2024.10878227</a>.","short":"P.J. Kulkarni, J. Zerbin, C. Koldewey, R. Bernijazov, R. Dumitrescu, in: 2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), IEEE, 2025."},"publication":"2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)","abstract":[{"text":"Utilizing data is crucial for economic success, but a lack of interoperability and concerns about the misuse of ones own data are hindering the cross-organizational use of data. Dataspaces provide the infrastructure necessary to integrate heterogeneous data sources within an organization or ecosystem, enabling seamless data interaction and interoperability. In addition, data spaces strengthen data sovereignty through their decentralized nature, which enables organizations to effectively control and manage their data. However, challenges persist in managing the complexity and dynamic nature of dataspaces, requiring significant resources and technical expertise. The decentralized nature leads to a large and diverse number of stakeholders, who need to agree on the use and scope of a dataspace. Modeling is a common approach to cope with technical complexity and heterogeneous stakeholders. In this paper, we propose a version of SysML and a corresponding method that focus on the modelling of data spaces. We provide a dataspace modelling method to unify the understanding of dataspaces and scope among all stakeholders to simplify the design and development process.","lang":"eng"}],"quality_controlled":"1","date_created":"2025-02-21T15:25:13Z","department":[{"_id":"563"}],"keyword":["Dataspaces","Modelling","SysML","Gaia-X","System Specification"],"type":"conference","conference":{"location":"Sharjah, United Arab Emirates ","name":"2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)","start_date":"2024-11-04","end_date":"2024-11-06"},"author":[{"full_name":"Kulkarni, Pranav Jayant","last_name":"Kulkarni","first_name":"Pranav Jayant","id":"86782"},{"full_name":"Zerbin, Julian","last_name":"Zerbin","first_name":"Julian","id":"51711"},{"first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","full_name":"Koldewey, Christian","id":"43136"},{"full_name":"Bernijazov, Ruslan","first_name":"Ruslan","last_name":"Bernijazov","id":"36312"},{"id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu"}],"year":"2025","title":"Using SysML as a Modelling Language for Dataspaces","status":"public","date_updated":"2026-01-30T09:05:24Z","publication_status":"published","language":[{"iso":"eng"}],"_id":"58763","publisher":"IEEE","doi":"10.1109/ictmod63116.2024.10878227","user_id":"51711"},{"citation":{"apa":"Franke, P., Schubert, M., Hampel, U., &#38; Kenig, E. Y. (2025). A rate-based model for reactive separation columns with sandwich packings. <i>Chemical Engineering Science</i>, <i>321</i>, Article 122681. <a href=\"https://doi.org/10.1016/j.ces.2025.122681\">https://doi.org/10.1016/j.ces.2025.122681</a>","ieee":"P. Franke, M. Schubert, U. Hampel, and E. Y. Kenig, “A rate-based model for reactive separation columns with sandwich packings,” <i>Chemical Engineering Science</i>, vol. 321, Art. no. 122681, 2025, doi: <a href=\"https://doi.org/10.1016/j.ces.2025.122681\">10.1016/j.ces.2025.122681</a>.","chicago":"Franke, Patrick, Markus Schubert, Uwe Hampel, and Eugeny Y. Kenig. “A Rate-Based Model for Reactive Separation Columns with Sandwich Packings.” <i>Chemical Engineering Science</i> 321 (2025). <a href=\"https://doi.org/10.1016/j.ces.2025.122681\">https://doi.org/10.1016/j.ces.2025.122681</a>.","short":"P. Franke, M. Schubert, U. Hampel, E.Y. Kenig, Chemical Engineering Science 321 (2025).","mla":"Franke, Patrick, et al. “A Rate-Based Model for Reactive Separation Columns with Sandwich Packings.” <i>Chemical Engineering Science</i>, vol. 321, 122681, Elsevier BV, 2025, doi:<a href=\"https://doi.org/10.1016/j.ces.2025.122681\">10.1016/j.ces.2025.122681</a>.","ama":"Franke P, Schubert M, Hampel U, Kenig EY. A rate-based model for reactive separation columns with sandwich packings. <i>Chemical Engineering Science</i>. 2025;321. doi:<a href=\"https://doi.org/10.1016/j.ces.2025.122681\">10.1016/j.ces.2025.122681</a>","bibtex":"@article{Franke_Schubert_Hampel_Kenig_2025, title={A rate-based model for reactive separation columns with sandwich packings}, volume={321}, DOI={<a href=\"https://doi.org/10.1016/j.ces.2025.122681\">10.1016/j.ces.2025.122681</a>}, number={122681}, journal={Chemical Engineering Science}, publisher={Elsevier BV}, author={Franke, Patrick and Schubert, Markus and Hampel, Uwe and Kenig, Eugeny Y.}, year={2025} }"},"quality_controlled":"1","_id":"62937","publisher":"Elsevier BV","user_id":"93922","volume":321,"status":"public","date_created":"2025-12-08T07:40:18Z","type":"journal_article","keyword":["Sandwich packings Structured packings Rate-based approach Model validation Ultra-fast X-ray tomography"],"department":[{"_id":"831"}],"publication":"Chemical Engineering Science","abstract":[{"text":"Sandwich packings are assembled from two conventional structured packings with different geometrical surface areas stacked alternatingly within a separation column. When operated under partially flooded conditions, they provide significant mass transfer improvement compared to common structured packings. In this work, a rate-based model including novel mass transfer correlations is presented and validated using a comprehensive experimental database for the reactive absorption of CO2 into aqueous monoethanolamine. The proposed rate-based approach is capable of accounting for axial dispersion, thereby enabling the evaluation of the effect of liquid-phase backmixing on the mass transfer performance. The validated rate-based model is used to evaluate the separation performance of sandwich packings. Compared with structured packings, up to 10 % higher mass transfer rates are obtained.","lang":"eng"}],"article_number":"122681","language":[{"iso":"eng"}],"doi":"10.1016/j.ces.2025.122681","title":"A rate-based model for reactive separation columns with sandwich packings","year":"2025","publication_identifier":{"issn":["0009-2509"]},"author":[{"full_name":"Franke, Patrick","first_name":"Patrick","last_name":"Franke","id":"93922"},{"last_name":"Schubert","first_name":"Markus","full_name":"Schubert, Markus"},{"first_name":"Uwe","last_name":"Hampel","full_name":"Hampel, Uwe"},{"id":"665","full_name":"Kenig, Eugeny Y.","first_name":"Eugeny Y.","last_name":"Kenig"}],"date_updated":"2025-12-08T07:45:19Z","publication_status":"published","intvolume":"       321","article_type":"original"},{"date_updated":"2026-02-27T06:46:21Z","intvolume":"         3","year":"2024","title":"Direct parameter identification for highly nonlinear strain rate dependent constitutive models using machine learning","author":[{"full_name":"Gerritzen, Johannes","first_name":"Johannes","last_name":"Gerritzen","orcid":"0000-0002-0169-8602","id":"105344"},{"first_name":"Andreas","last_name":"Hornig","full_name":"Hornig, Andreas"},{"full_name":"Winkler, Peter","last_name":"Winkler","first_name":"Peter"},{"last_name":"Gude","first_name":"Maik","full_name":"Gude, Maik"}],"publication_identifier":{"isbn":["978-2-912985-01-9"]},"doi":"10.60691/yj56-np80","language":[{"iso":"eng"}],"abstract":[{"text":"Fiber reinforced plastics (FRP) exhibit strongly non-linear deformation behavior. To capture this in simulations, intricate models with a variety of parameters are typically used. The identification of values for such parameters is highly challenging and requires in depth understanding of the model itself. Machine learning (ML) is a promising approach for alleviating this challenge by directly predicting parameters based on experimental results. So far, this works mostly for purely artificial data. In this work, two approaches to generalize to experimental data are investigated: a sequential approach, leveraging understanding of the constitutive model and a direct, purely data driven approach. This is exemplary carried out for a highly non-linear strain rate dependent constitutive model for the shear behavior of FRP.The sequential model is found to work better on both artificial and experimental data. It is capable of extracting well suited parameters from the artificial data under realistic conditions. For the experimental data, the model performance depends on the composition of the experimental curves, varying between excellently suiting and reasonable predictions. Taking the expert knowledge into account for ML-model training led to far better results than the purely data driven approach. Robustifying the model predictions on experimental data promises further improvement. ","lang":"eng"}],"publication":"ECCM21 - Proceedings of the 21st European Conference on Composite Materials","type":"conference","keyword":["Direct parameter identification","Machine learning","Convolutional neural networks","Strain rate dependency","Fiber reinforced plastics","woven composites","segmentation","synthetic training data","x-ray computed tomography"],"date_created":"2025-11-04T12:47:06Z","status":"public","user_id":"105344","volume":3,"page":"1252–1259","_id":"62078","publisher":"European Society for Composite Materials (ESCM)","project":[{"_id":"130","name":"TRR 285:  Methodenentwicklung zur mechanischen Fügbarkeit in wandlungsfähigen Prozessketten"},{"name":"TRR 285 - Subproject A03","_id":"137"},{"name":"TRR 285 - Project Area A","_id":"131"}],"citation":{"apa":"Gerritzen, J., Hornig, A., Winkler, P., &#38; Gude, M. (2024). Direct parameter identification for highly nonlinear strain rate dependent constitutive models using machine learning. <i>ECCM21 - Proceedings of the 21st European Conference on Composite Materials</i>, <i>3</i>, 1252–1259. <a href=\"https://doi.org/10.60691/yj56-np80\">https://doi.org/10.60691/yj56-np80</a>","mla":"Gerritzen, Johannes, et al. “Direct Parameter Identification for Highly Nonlinear Strain Rate Dependent Constitutive Models Using Machine Learning.” <i>ECCM21 - Proceedings of the 21st European Conference on Composite Materials</i>, vol. 3, European Society for Composite Materials (ESCM), 2024, pp. 1252–1259, doi:<a href=\"https://doi.org/10.60691/yj56-np80\">10.60691/yj56-np80</a>.","ieee":"J. Gerritzen, A. Hornig, P. Winkler, and M. Gude, “Direct parameter identification for highly nonlinear strain rate dependent constitutive models using machine learning,” in <i>ECCM21 - Proceedings of the 21st European Conference on Composite Materials</i>, 2024, vol. 3, pp. 1252–1259, doi: <a href=\"https://doi.org/10.60691/yj56-np80\">10.60691/yj56-np80</a>.","chicago":"Gerritzen, Johannes, Andreas Hornig, Peter Winkler, and Maik Gude. “Direct Parameter Identification for Highly Nonlinear Strain Rate Dependent Constitutive Models Using Machine Learning.” In <i>ECCM21 - Proceedings of the 21st European Conference on Composite Materials</i>, 3:1252–1259. European Society for Composite Materials (ESCM), 2024. <a href=\"https://doi.org/10.60691/yj56-np80\">https://doi.org/10.60691/yj56-np80</a>.","ama":"Gerritzen J, Hornig A, Winkler P, Gude M. Direct parameter identification for highly nonlinear strain rate dependent constitutive models using machine learning. In: <i>ECCM21 - Proceedings of the 21st European Conference on Composite Materials</i>. Vol 3. European Society for Composite Materials (ESCM); 2024:1252–1259. doi:<a href=\"https://doi.org/10.60691/yj56-np80\">10.60691/yj56-np80</a>","short":"J. Gerritzen, A. Hornig, P. Winkler, M. Gude, in: ECCM21 - Proceedings of the 21st European Conference on Composite Materials, European Society for Composite Materials (ESCM), 2024, pp. 1252–1259.","bibtex":"@inproceedings{Gerritzen_Hornig_Winkler_Gude_2024, title={Direct parameter identification for highly nonlinear strain rate dependent constitutive models using machine learning}, volume={3}, DOI={<a href=\"https://doi.org/10.60691/yj56-np80\">10.60691/yj56-np80</a>}, booktitle={ECCM21 - Proceedings of the 21st European Conference on Composite Materials}, publisher={European Society for Composite Materials (ESCM)}, author={Gerritzen, Johannes and Hornig, Andreas and Winkler, Peter and Gude, Maik}, year={2024}, pages={1252–1259} }"}},{"language":[{"iso":"eng"}],"series_title":"Procedia CIRP","main_file_link":[{"open_access":"1"}],"doi":"10.1016/j.procir.2024.08.238","author":[{"orcid":"0000-0001-5765-971X","last_name":"Gräßler","first_name":"Iris","full_name":"Gräßler, Iris","id":"47565"},{"id":"95903","full_name":"Mozgova, Iryna","last_name":"Mozgova","first_name":"Iryna"},{"id":"405","first_name":"Jens","last_name":"Pottebaum","orcid":"http://orcid.org/0000-0001-8778-2989","full_name":"Pottebaum, Jens"},{"last_name":"Ott","first_name":"Manuel","full_name":"Ott, Manuel","id":"44204"},{"last_name":"Jung","first_name":"Philipp","full_name":"Jung, Philipp"},{"first_name":"Philipp","last_name":"Hesse","full_name":"Hesse, Philipp","id":"60633"}],"title":"Handling of uncertainties in the design of sustainable Additive Manufacturing products by merging Design-for-X and Scenario-Technique","year":"2024","intvolume":"       126","date_updated":"2024-11-21T10:13:30Z","publication_status":"published","date_created":"2023-08-08T07:42:04Z","department":[{"_id":"152"},{"_id":"741"}],"type":"conference","keyword":["Design-for-X","Scenario-Technique","sustainability","uncertainty","Life-Cycle Engineering","Additive Manufacturing","Circular Economy"],"publication":"17th CIRP Conference on Intelligent Computation in Manufacturing Engineering","abstract":[{"lang":"eng","text":"New technologies and materials carry significant potential for sustainable production and use of products. As an example, Additive Manufacturing technologies and materials promise lightweight design and energy efficient use of parts. Exhausting the full potential requires: a) consideration of uncertainties with respect to future capabilities, and b) upgradeable design guidelines to cover advancements consistently. The proposed approach merges concepts of Design-for-X with foresight algorithms of Scenario-Technique to derive actionable knowledge. It is validated by an application in the field of Additive Manufacturing, namely Metal Fused Deposition Modelling. Engineers benefit from the intuitive access to heterogeneous types of sustainability related information."}],"_id":"46451","publisher":"Elsevier","page":"549-554","volume":126,"user_id":"405","conference":{"start_date":"2023-07-11","name":"17th CIRP Conference on Intelligent Computation in Manufacturing Engineering","location":"Gulf of Naples","end_date":"2023-07-14"},"status":"public","oa":"1","citation":{"apa":"Gräßler, I., Mozgova, I., Pottebaum, J., Ott, M., Jung, P., &#38; Hesse, P. (2024). Handling of uncertainties in the design of sustainable Additive Manufacturing products by merging Design-for-X and Scenario-Technique. <i>17th CIRP Conference on Intelligent Computation in Manufacturing Engineering</i>, <i>126</i>, 549–554. <a href=\"https://doi.org/10.1016/j.procir.2024.08.238\">https://doi.org/10.1016/j.procir.2024.08.238</a>","ieee":"I. Gräßler, I. Mozgova, J. Pottebaum, M. Ott, P. Jung, and P. Hesse, “Handling of uncertainties in the design of sustainable Additive Manufacturing products by merging Design-for-X and Scenario-Technique,” in <i>17th CIRP Conference on Intelligent Computation in Manufacturing Engineering</i>, Gulf of Naples, 2024, vol. 126, pp. 549–554, doi: <a href=\"https://doi.org/10.1016/j.procir.2024.08.238\">10.1016/j.procir.2024.08.238</a>.","short":"I. Gräßler, I. Mozgova, J. Pottebaum, M. Ott, P. Jung, P. Hesse, in: 17th CIRP Conference on Intelligent Computation in Manufacturing Engineering, Elsevier, 2024, pp. 549–554.","chicago":"Gräßler, Iris, Iryna Mozgova, Jens Pottebaum, Manuel Ott, Philipp Jung, and Philipp Hesse. “Handling of Uncertainties in the Design of Sustainable Additive Manufacturing Products by Merging Design-for-X and Scenario-Technique.” In <i>17th CIRP Conference on Intelligent Computation in Manufacturing Engineering</i>, 126:549–54. Procedia CIRP. Elsevier, 2024. <a href=\"https://doi.org/10.1016/j.procir.2024.08.238\">https://doi.org/10.1016/j.procir.2024.08.238</a>.","mla":"Gräßler, Iris, et al. “Handling of Uncertainties in the Design of Sustainable Additive Manufacturing Products by Merging Design-for-X and Scenario-Technique.” <i>17th CIRP Conference on Intelligent Computation in Manufacturing Engineering</i>, vol. 126, Elsevier, 2024, pp. 549–54, doi:<a href=\"https://doi.org/10.1016/j.procir.2024.08.238\">10.1016/j.procir.2024.08.238</a>.","ama":"Gräßler I, Mozgova I, Pottebaum J, Ott M, Jung P, Hesse P. Handling of uncertainties in the design of sustainable Additive Manufacturing products by merging Design-for-X and Scenario-Technique. In: <i>17th CIRP Conference on Intelligent Computation in Manufacturing Engineering</i>. Vol 126. Procedia CIRP. Elsevier; 2024:549-554. doi:<a href=\"https://doi.org/10.1016/j.procir.2024.08.238\">10.1016/j.procir.2024.08.238</a>","bibtex":"@inproceedings{Gräßler_Mozgova_Pottebaum_Ott_Jung_Hesse_2024, series={Procedia CIRP}, title={Handling of uncertainties in the design of sustainable Additive Manufacturing products by merging Design-for-X and Scenario-Technique}, volume={126}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2024.08.238\">10.1016/j.procir.2024.08.238</a>}, booktitle={17th CIRP Conference on Intelligent Computation in Manufacturing Engineering}, publisher={Elsevier}, author={Gräßler, Iris and Mozgova, Iryna and Pottebaum, Jens and Ott, Manuel and Jung, Philipp and Hesse, Philipp}, year={2024}, pages={549–554}, collection={Procedia CIRP} }"},"project":[{"name":"BIKINI: BIKINI - Bionik und KI für nachhaltige Integration von Produktentwicklung für einen ressourceneffizienten Leichtbau","_id":"519"}],"quality_controlled":"1"},{"status":"public","publisher":"Elsevier BV","_id":"52204","page":"16545-16568","volume":48,"user_id":"103302","citation":{"bibtex":"@article{Genovese_Schlüter_Scionti_Piraino_Corigliano_Fragiacomo_2023, title={Power-to-hydrogen and hydrogen-to-X energy systems for the industry of the future in Europe}, volume={48}, DOI={<a href=\"https://doi.org/10.1016/j.ijhydene.2023.01.194\">10.1016/j.ijhydene.2023.01.194</a>}, number={44}, journal={International Journal of Hydrogen Energy}, publisher={Elsevier BV}, author={Genovese, Matteo and Schlüter, Alexander and Scionti, Eugenio and Piraino, Francesco and Corigliano, Orlando and Fragiacomo, Petronilla}, year={2023}, pages={16545–16568} }","ama":"Genovese M, Schlüter A, Scionti E, Piraino F, Corigliano O, Fragiacomo P. Power-to-hydrogen and hydrogen-to-X energy systems for the industry of the future in Europe. <i>International Journal of Hydrogen Energy</i>. 2023;48(44):16545-16568. doi:<a href=\"https://doi.org/10.1016/j.ijhydene.2023.01.194\">10.1016/j.ijhydene.2023.01.194</a>","mla":"Genovese, Matteo, et al. “Power-to-Hydrogen and Hydrogen-to-X Energy Systems for the Industry of the Future in Europe.” <i>International Journal of Hydrogen Energy</i>, vol. 48, no. 44, Elsevier BV, 2023, pp. 16545–68, doi:<a href=\"https://doi.org/10.1016/j.ijhydene.2023.01.194\">10.1016/j.ijhydene.2023.01.194</a>.","chicago":"Genovese, Matteo, Alexander Schlüter, Eugenio Scionti, Francesco Piraino, Orlando Corigliano, and Petronilla Fragiacomo. “Power-to-Hydrogen and Hydrogen-to-X Energy Systems for the Industry of the Future in Europe.” <i>International Journal of Hydrogen Energy</i> 48, no. 44 (2023): 16545–68. <a href=\"https://doi.org/10.1016/j.ijhydene.2023.01.194\">https://doi.org/10.1016/j.ijhydene.2023.01.194</a>.","short":"M. Genovese, A. Schlüter, E. Scionti, F. Piraino, O. Corigliano, P. Fragiacomo, International Journal of Hydrogen Energy 48 (2023) 16545–16568.","ieee":"M. Genovese, A. Schlüter, E. Scionti, F. Piraino, O. Corigliano, and P. Fragiacomo, “Power-to-hydrogen and hydrogen-to-X energy systems for the industry of the future in Europe,” <i>International Journal of Hydrogen Energy</i>, vol. 48, no. 44, pp. 16545–16568, 2023, doi: <a href=\"https://doi.org/10.1016/j.ijhydene.2023.01.194\">10.1016/j.ijhydene.2023.01.194</a>.","apa":"Genovese, M., Schlüter, A., Scionti, E., Piraino, F., Corigliano, O., &#38; Fragiacomo, P. (2023). Power-to-hydrogen and hydrogen-to-X energy systems for the industry of the future in Europe. <i>International Journal of Hydrogen Energy</i>, <i>48</i>(44), 16545–16568. <a href=\"https://doi.org/10.1016/j.ijhydene.2023.01.194\">https://doi.org/10.1016/j.ijhydene.2023.01.194</a>"},"quality_controlled":"1","oa":"1","publication_identifier":{"issn":["0360-3199"]},"author":[{"full_name":"Genovese, Matteo","last_name":"Genovese","first_name":"Matteo"},{"full_name":"Schlüter, Alexander","first_name":"Alexander","orcid":"0000-0002-2569-1624","last_name":"Schlüter","id":"103302"},{"last_name":"Scionti","first_name":"Eugenio","full_name":"Scionti, Eugenio"},{"last_name":"Piraino","first_name":"Francesco","full_name":"Piraino, Francesco"},{"full_name":"Corigliano, Orlando","last_name":"Corigliano","first_name":"Orlando"},{"full_name":"Fragiacomo, Petronilla","last_name":"Fragiacomo","first_name":"Petronilla"}],"title":"Power-to-hydrogen and hydrogen-to-X energy systems for the industry of the future in Europe","year":"2023","article_type":"review","intvolume":"        48","publication_status":"published","date_updated":"2024-03-08T19:49:10Z","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://doi.org/10.1016/j.ijhydene.2023.01.194"}],"doi":"10.1016/j.ijhydene.2023.01.194","publication":"International Journal of Hydrogen Energy","issue":"44","date_created":"2024-02-29T09:47:57Z","department":[{"_id":"9"},{"_id":"876"}],"type":"journal_article","keyword":["Hydrogen economy","Green hydrogen","Power-to-X","Hydrogen-to-X","Sector coupling"]},{"user_id":"59677","ddc":["380"],"volume":32,"page":"493-501","_id":"35728","publisher":"Springer Science and Business Media LLC","has_accepted_license":"1","status":"public","quality_controlled":"1","file_date_updated":"2024-04-18T12:35:42Z","citation":{"ama":"Beverungen D, Hess T, Köster A, Lehrer C. From private digital platforms to public data spaces: implications for the digital transformation. <i>Electronic Markets</i>. 2022;32:493-501. doi:<a href=\"https://doi.org/10.1007/s12525-022-00553-z\">10.1007/s12525-022-00553-z</a>","bibtex":"@article{Beverungen_Hess_Köster_Lehrer_2022, title={From private digital platforms to public data spaces: implications for the digital transformation}, volume={32}, DOI={<a href=\"https://doi.org/10.1007/s12525-022-00553-z\">10.1007/s12525-022-00553-z</a>}, journal={Electronic Markets}, publisher={Springer Science and Business Media LLC}, author={Beverungen, Daniel and Hess, Thomas and Köster, Antonia and Lehrer, Christiane}, year={2022}, pages={493–501} }","mla":"Beverungen, Daniel, et al. “From Private Digital Platforms to Public Data Spaces: Implications for the Digital Transformation.” <i>Electronic Markets</i>, vol. 32, Springer Science and Business Media LLC, 2022, pp. 493–501, doi:<a href=\"https://doi.org/10.1007/s12525-022-00553-z\">10.1007/s12525-022-00553-z</a>.","chicago":"Beverungen, Daniel, Thomas Hess, Antonia Köster, and Christiane Lehrer. “From Private Digital Platforms to Public Data Spaces: Implications for the Digital Transformation.” <i>Electronic Markets</i> 32 (2022): 493–501. <a href=\"https://doi.org/10.1007/s12525-022-00553-z\">https://doi.org/10.1007/s12525-022-00553-z</a>.","short":"D. Beverungen, T. Hess, A. Köster, C. Lehrer, Electronic Markets 32 (2022) 493–501.","apa":"Beverungen, D., Hess, T., Köster, A., &#38; Lehrer, C. (2022). From private digital platforms to public data spaces: implications for the digital transformation. <i>Electronic Markets</i>, <i>32</i>, 493–501. <a href=\"https://doi.org/10.1007/s12525-022-00553-z\">https://doi.org/10.1007/s12525-022-00553-z</a>","ieee":"D. Beverungen, T. Hess, A. Köster, and C. Lehrer, “From private digital platforms to public data spaces: implications for the digital transformation,” <i>Electronic Markets</i>, vol. 32, pp. 493–501, 2022, doi: <a href=\"https://doi.org/10.1007/s12525-022-00553-z\">10.1007/s12525-022-00553-z</a>."},"doi":"10.1007/s12525-022-00553-z","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2024-04-18T12:37:41Z","article_type":"letter_note","intvolume":"        32","title":"From private digital platforms to public data spaces: implications for the digital transformation","year":"2022","publication_identifier":{"issn":["1019-6781","1422-8890"]},"author":[{"id":"59677","full_name":"Beverungen, Daniel","first_name":"Daniel","last_name":"Beverungen"},{"first_name":"Thomas","last_name":"Hess","full_name":"Hess, Thomas"},{"full_name":"Köster, Antonia","last_name":"Köster","first_name":"Antonia"},{"full_name":"Lehrer, Christiane","first_name":"Christiane","last_name":"Lehrer"}],"type":"journal_article","keyword":["Digital transformation","Public data spaces","Digital platforms","GAIA-X"],"department":[{"_id":"526"}],"file":[{"date_updated":"2024-04-18T12:35:42Z","relation":"main_file","access_level":"closed","file_size":861383,"file_name":"EM - From Private Platforms o Pubic Data Spaces.pdf","success":1,"content_type":"application/pdf","file_id":"53572","creator":"dabe","date_created":"2024-04-18T12:35:42Z"}],"date_created":"2023-01-10T09:52:01Z","abstract":[{"text":"Technological developments such as Cloud Computing, the Internet of Things, Big Data and Artificial Intelligence continue to drive the digital transformation of business and society. With the advent of platform-based ecosystems and their potential to address complex challenges, there is a trend towards greater interconnectedness between different stakeholders to co-create services based on the provision and use of data. While previous research on digital transformation mainly focused on digital transformation within organizations, it is of growing importance to understand the implications for digital transformation on different layers (e.g., interorganizational cooperation and platform ecosystems). In particular, the conceptualization and implications of public data spaces and related ecosystems provide promising research opportunities. This special issue contains five papers on the topic of digital transformation and, with the editorial, further contributes by providing an initial conceptualization of public data spaces' potential to foster innovative progress and digital transformation from a management perspective.","lang":"eng"}],"publication":"Electronic Markets"},{"citation":{"chicago":"Unruh, Roland, Jarren Lange, Frank Schafmeister, and Joachim Böcker. “Adaptive Zero-Sequence Voltage Injection for Modular Solid-State Transformer to Compensate for Asymmetrical Fault Conditions.” In <i>23rd European Conference on Power Electronics and Applications (EPE’21 ECCE Europe)</i>. IEEE, 2021. <a href=\"https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542\">https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542</a>.","short":"R. Unruh, J. Lange, F. Schafmeister, J. Böcker, in: 23rd European Conference on Power Electronics and Applications (EPE’21 ECCE Europe), IEEE, 2021.","ieee":"R. Unruh, J. Lange, F. Schafmeister, and J. Böcker, “Adaptive Zero-Sequence Voltage Injection for Modular Solid-State Transformer to Compensate for Asymmetrical Fault Conditions,” presented at the 23rd European Conference on Power Electronics and Applications (EPE’21 ECCE Europe), Ghent, Belgium, 2021, doi: <a href=\"https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542\">https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542</a>.","apa":"Unruh, R., Lange, J., Schafmeister, F., &#38; Böcker, J. (2021). Adaptive Zero-Sequence Voltage Injection for Modular Solid-State Transformer to Compensate for Asymmetrical Fault Conditions. <i>23rd European Conference on Power Electronics and Applications (EPE’21 ECCE Europe)</i>. 23rd European Conference on Power Electronics and Applications (EPE’21 ECCE Europe), Ghent, Belgium. <a href=\"https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542\">https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542</a>","bibtex":"@inproceedings{Unruh_Lange_Schafmeister_Böcker_2021, title={Adaptive Zero-Sequence Voltage Injection for Modular Solid-State Transformer to Compensate for Asymmetrical Fault Conditions}, DOI={<a href=\"https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542\">https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542</a>}, booktitle={23rd European Conference on Power Electronics and Applications (EPE’21 ECCE Europe)}, publisher={IEEE}, author={Unruh, Roland and Lange, Jarren and Schafmeister, Frank and Böcker, Joachim}, year={2021} }","ama":"Unruh R, Lange J, Schafmeister F, Böcker J. Adaptive Zero-Sequence Voltage Injection for Modular Solid-State Transformer to Compensate for Asymmetrical Fault Conditions. In: <i>23rd European Conference on Power Electronics and Applications (EPE’21 ECCE Europe)</i>. IEEE; 2021. doi:<a href=\"https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542\">https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542</a>","mla":"Unruh, Roland, et al. “Adaptive Zero-Sequence Voltage Injection for Modular Solid-State Transformer to Compensate for Asymmetrical Fault Conditions.” <i>23rd European Conference on Power Electronics and Applications (EPE’21 ECCE Europe)</i>, IEEE, 2021, doi:<a href=\"https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542\">https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542</a>."},"status":"public","conference":{"end_date":"2021-09-10","location":"Ghent, Belgium","start_date":"2021-09-06","name":"23rd European Conference on Power Electronics and Applications (EPE'21 ECCE Europe)"},"_id":"29938","publisher":"IEEE","user_id":"34289","publication":"23rd European Conference on Power Electronics and Applications (EPE'21 ECCE Europe)","abstract":[{"lang":"eng","text":"Modular solid-state transformers (SSTs) are a promising technology in converting power from a 10kV three-phase medium voltage to a lower DC-voltage in the range of 100…400V to provide pure DC power to applications such as electrolyzers for hydrogen generation, data centers with a DC power distribution and DC micro grids. Modular SSTs which can be interpreted as modular multilevel converters with an isolated DC-DC output stage per module, are designed with redundant modules to increase reliability. Usually, each of the three arms operates independently, and therefore, only a fixed number of faulty modules can be compensated in each arm, even if all modules are operational in the remaining two arms. With the proposed zero-sequence voltage injection, up to 100% more faulty modules can be compensated in an arm by employing the same hardware. In addition, module power imbalances are nearly eliminated by utilizing a fundamental frequency zero-sequence voltage. A dominant 3rd harmonic zero-sequence voltage injection in combination with the 5th, 7th and several higher order harmonics with adaptive (small) amplitudes minimize the required arm voltages at steady-state. For nominal operation or symmetrical faults, the proposed technique is equivalent to the well known Min-Max voltage injection, which already reduces the peak arm voltage by 13.4% compared to a constant star point potential. A statistical analysis proves, that the expected number of tolerable faulty modules of the 1MW SST increases by 12% without the need for additional hardware."}],"date_created":"2022-02-21T16:31:34Z","type":"conference","keyword":["Solid-State Transformer","Zero sequence voltage","Fault handling strategy","Power balance control technique","Three-phase system"],"department":[{"_id":"52"}],"title":"Adaptive Zero-Sequence Voltage Injection for Modular Solid-State Transformer to Compensate for Asymmetrical Fault Conditions","year":"2021","publication_identifier":{"isbn":["978-9-0758-1537-5"]},"author":[{"full_name":"Unruh, Roland","first_name":"Roland","last_name":"Unruh","id":"34289"},{"first_name":"Jarren","last_name":"Lange","full_name":"Lange, Jarren","id":"78801"},{"id":"71291","full_name":"Schafmeister, Frank","first_name":"Frank","last_name":"Schafmeister"},{"last_name":"Böcker","first_name":"Joachim","orcid":"0000-0002-8480-7295","full_name":"Böcker, Joachim","id":"66"}],"date_updated":"2022-09-09T12:01:42Z","publication_status":"published","main_file_link":[{"url":"https://ieeexplore.ieee.org/abstract/document/9570542"}],"language":[{"iso":"eng"}],"doi":"https://doi.org/10.23919/EPE21ECCEEurope50061.2021.9570542"},{"citation":{"bibtex":"@inproceedings{Maaz_Sprenger_Hellebrand_2019, place={Washington, DC, USA}, title={A Hybrid Space Compactor for Adaptive X-Handling}, booktitle={50th IEEE International Test Conference (ITC)}, publisher={IEEE}, author={Maaz, Mohammad Urf and Sprenger, Alexander and Hellebrand, Sybille}, year={2019}, pages={1–8} }","ama":"Maaz MU, Sprenger A, Hellebrand S. A Hybrid Space Compactor for Adaptive X-Handling. In: <i>50th IEEE International Test Conference (ITC)</i>. IEEE; 2019:1-8.","mla":"Maaz, Mohammad Urf, et al. “A Hybrid Space Compactor for Adaptive X-Handling.” <i>50th IEEE International Test Conference (ITC)</i>, IEEE, 2019, pp. 1–8.","short":"M.U. Maaz, A. Sprenger, S. Hellebrand, in: 50th IEEE International Test Conference (ITC), IEEE, Washington, DC, USA, 2019, pp. 1–8.","chicago":"Maaz, Mohammad Urf, Alexander Sprenger, and Sybille Hellebrand. “A Hybrid Space Compactor for Adaptive X-Handling.” In <i>50th IEEE International Test Conference (ITC)</i>, 1–8. Washington, DC, USA: IEEE, 2019.","ieee":"M. U. Maaz, A. Sprenger, and S. Hellebrand, “A Hybrid Space Compactor for Adaptive X-Handling,” in <i>50th IEEE International Test Conference (ITC)</i>, Washington, DC, USA, 2019, pp. 1–8.","apa":"Maaz, M. U., Sprenger, A., &#38; Hellebrand, S. (2019). A Hybrid Space Compactor for Adaptive X-Handling. <i>50th IEEE International Test Conference (ITC)</i>, 1–8."},"quality_controlled":"1","place":"Washington, DC, USA","conference":{"location":"Washington, DC, USA","name":"50th IEEE International Test Conference (ITC)","start_date":"2019-11-12","end_date":"2019-11-14"},"status":"public","_id":"12918","publisher":"IEEE","page":"1-8","user_id":"209","publication":"50th IEEE International Test Conference (ITC)","abstract":[{"lang":"eng","text":"The test for small delay faults is of major importance for predicting potential early life failures or wearout problems. Typically, a faster-than-at-speed test (FAST) with sev¬eral different frequencies is used to detect also hidden small delays, which can only be propagated over short paths. But then the outputs at the end of long paths may no longer reach their stable values at the nominal observation time and must be considered as unknown (X-values). Thus, test response compaction for FAST must be extremely flexible to cope with high X-rates, which also vary with the test frequencies. Stochastic compaction introduced by Mitra et al. is controlled by weighted pseudo-random signals allowing for easy adaptation to varying conditions. As demonstrated in previous work, the pseudo-random control can be optimized for high fault efficiency or X-reduction, but a given target in fault efficiency cannot be guaranteed. To close this gap, a hybrid space compactor is introduced in this paper. It is based on the observation that many faults are lost in the compaction of relatively few critical test patterns. For these critical patterns a deterministic compaction phase is added to the test, where the existing compactor structure is re-used, but controlled by specifically determined control vectors. "}],"date_created":"2019-08-14T06:59:04Z","department":[{"_id":"48"}],"keyword":["Faster-than-at-speed test","BIST","DFT","Test response compaction","Stochastic compactor","X-handling"],"type":"conference","author":[{"first_name":"Mohammad Urf","last_name":"Maaz","full_name":"Maaz, Mohammad Urf","id":"49274"},{"first_name":"Alexander","last_name":"Sprenger","full_name":"Sprenger, Alexander","id":"22707"},{"first_name":"Sybille","last_name":"Hellebrand","orcid":"0000-0002-3717-3939","full_name":"Hellebrand, Sybille","id":"209"}],"title":"A Hybrid Space Compactor for Adaptive X-Handling","year":"2019","publication_status":"published","date_updated":"2022-05-11T17:09:35Z","language":[{"iso":"eng"}]},{"doi":"10.3390/act7020018","user_id":"55222","language":[{"iso":"eng"}],"_id":"9991","page":"1-11","date_updated":"2019-09-16T09:44:54Z","author":[{"last_name":"Dunst","first_name":"Paul","full_name":"Dunst, Paul","id":"22130"},{"full_name":"Bornmann, Peter","last_name":"Bornmann","first_name":"Peter"},{"last_name":"Hemsel","first_name":"Tobias","full_name":"Hemsel, Tobias","id":"210"},{"full_name":"Sextro, Walter","last_name":"Sextro","first_name":"Walter","id":"21220"}],"title":"Vibration-Assisted Handling of Dry Fine Powders","status":"public","year":"2018","department":[{"_id":"151"}],"keyword":["powder handling","flowability","dosing","transport","mixing","dispersion","piezoelectricactuators","vibrations"],"type":"journal_article","date_created":"2019-05-27T10:16:16Z","quality_controlled":"1","abstract":[{"text":"Abstract:Since fine powders tend strongly to adhesion and agglomeration, their processing withconventional methods is difficult or impossible. Typically, in order to enable the handling of finepowders, chemicals are added to increase the flowability and reduce adhesion. This contributionshows that instead of additives also vibrations can be used to increase the flowability, to reduceadhesion and cohesion, and thus to enable or improve processes such as precision dosing, mixing,and transport of very fine powders. The methods for manipulating powder properties are describedin detail and prototypes for experimental studies are presented. It is shown that the handling of finepowders can be improved by using low-frequency, high-frequency or a combination of low- andhigh-frequency vibration.","lang":"eng"}],"citation":{"apa":"Dunst, P., Bornmann, P., Hemsel, T., &#38; Sextro, W. (2018). Vibration-Assisted Handling of Dry Fine Powders. <i>Actuators 2018, 7(2).</i>, 1–11. <a href=\"https://doi.org/10.3390/act7020018\">https://doi.org/10.3390/act7020018</a>","ieee":"P. Dunst, P. Bornmann, T. Hemsel, and W. Sextro, “Vibration-Assisted Handling of Dry Fine Powders,” <i>Actuators 2018, 7(2).</i>, pp. 1–11, 2018.","short":"P. Dunst, P. Bornmann, T. Hemsel, W. Sextro, Actuators 2018, 7(2). (2018) 1–11.","chicago":"Dunst, Paul, Peter Bornmann, Tobias Hemsel, and Walter Sextro. “Vibration-Assisted Handling of Dry Fine Powders.” <i>Actuators 2018, 7(2).</i>, 2018, 1–11. <a href=\"https://doi.org/10.3390/act7020018\">https://doi.org/10.3390/act7020018</a>.","mla":"Dunst, Paul, et al. “Vibration-Assisted Handling of Dry Fine Powders.” <i>Actuators 2018, 7(2).</i>, 2018, pp. 1–11, doi:<a href=\"https://doi.org/10.3390/act7020018\">10.3390/act7020018</a>.","ama":"Dunst P, Bornmann P, Hemsel T, Sextro W. Vibration-Assisted Handling of Dry Fine Powders. <i>Actuators 2018, 7(2)</i>. 2018:1-11. doi:<a href=\"https://doi.org/10.3390/act7020018\">10.3390/act7020018</a>","bibtex":"@article{Dunst_Bornmann_Hemsel_Sextro_2018, title={Vibration-Assisted Handling of Dry Fine Powders}, DOI={<a href=\"https://doi.org/10.3390/act7020018\">10.3390/act7020018</a>}, journal={Actuators 2018, 7(2).}, author={Dunst, Paul and Bornmann, Peter and Hemsel, Tobias and Sextro, Walter}, year={2018}, pages={1–11} }"},"publication":"Actuators 2018, 7(2)."},{"date_created":"2019-05-27T09:35:48Z","type":"conference","keyword":["Design for X (DfX)","Product modelling / models","Robust design","Systems Engineering (SE)","Reliability"],"department":[{"_id":"151"}],"publication":"ICED17, 21st International conference on enginieering design","citation":{"ama":"Hentze J, Kaul T, Grässler I, Sextro W. Integrated modeling og behavior and reliability in system development. In: <i>ICED17, 21st International Conference on Enginieering Design</i>. ; 2017:385-394.","bibtex":"@inproceedings{Hentze_Kaul_Grässler_Sextro_2017, title={Integrated modeling og behavior and reliability in system development}, booktitle={ICED17, 21st International conference on enginieering design}, author={Hentze, Julian and Kaul, Thorben and Grässler, Iris and Sextro, Walter}, year={2017}, pages={385–394} }","mla":"Hentze, Julian, et al. “Integrated Modeling Og Behavior and Reliability in System Development.” <i>ICED17, 21st International Conference on Enginieering Design</i>, 2017, pp. 385–94.","chicago":"Hentze, Julian, Thorben Kaul, Iris Grässler, and Walter Sextro. “Integrated Modeling Og Behavior and Reliability in System Development.” In <i>ICED17, 21st International Conference on Enginieering Design</i>, 385–94, 2017.","short":"J. Hentze, T. Kaul, I. Grässler, W. Sextro, in: ICED17, 21st International Conference on Enginieering Design, 2017, pp. 385–394.","apa":"Hentze, J., Kaul, T., Grässler, I., &#38; Sextro, W. (2017). Integrated modeling og behavior and reliability in system development. In <i>ICED17, 21st International conference on enginieering design</i> (pp. 385–394).","ieee":"J. Hentze, T. Kaul, I. Grässler, and W. Sextro, “Integrated modeling og behavior and reliability in system development,” in <i>ICED17, 21st International conference on enginieering design</i>, 2017, pp. 385–394."},"quality_controlled":"1","abstract":[{"lang":"eng","text":"The integrated modeling of behavior and reliability in system development delivers a model-based approach for reliability investigation by taking into account the dynamic system behavior as well as the system architecture at different phases of the development process. This approach features an automated synthesis of a reliability model out of a behavior model enabling for the closed loop modeling of degradation of the system and its (dynamic) behavior. The approach is integrated into the development process following Systems Engineering. It is based on standard models used in model-based development methodologies i.e. SysML or Matlab/Simulink. In addition to the theoretical description of the necessary steps the procedure is validated by an application example at two stages of the development process."}],"page":"385-394","language":[{"iso":"eng"}],"_id":"9974","user_id":"55222","title":"Integrated modeling og behavior and reliability in system development","year":"2017","status":"public","author":[{"last_name":"Hentze","first_name":"Julian","full_name":"Hentze, Julian","id":"13342"},{"id":"14802","last_name":"Kaul","first_name":"Thorben","full_name":"Kaul, Thorben"},{"full_name":"Grässler, Iris","first_name":"Iris","last_name":"Grässler"},{"id":"21220","last_name":"Sextro","first_name":"Walter","full_name":"Sextro, Walter"}],"date_updated":"2019-09-30T08:04:38Z"}]