[{"publication_status":"published","publisher":"MDPI","quality_controlled":"1","abstract":[{"lang":"eng","text":"This paper introduces an approach that leverages large language models (LLMs) to convert detailed descriptions of an Operational Design Domain (ODD) into realistic, executable simulation scenarios for testing autonomous vehicles. The method combines model-based and data-driven techniques to decompose ODDs into three key components: environmental, scenery, and dynamic elements. It then applies prompt engineering to generate ScenarioRunner scripts compatible with CARLA. The model-based component guides the LLM using structured prompts and a “Tree of Thoughts” strategy to outline the scenario, while a data-driven refinement process, drawing inspiration from red teaming, enhances the accuracy and robustness of the generated scripts over time. Experimental results show that while static components, such as weather and road layouts, are well captured, dynamic elements like vehicle and pedestrian behavior require further refinement. Overall, this approach not only reduces the manual effort involved in creating simulation scenarios but also identifies key challenges and opportunities for advancing safer and more adaptive autonomous driving systems."}],"issue":"16","department":[{"_id":"DEP5023"},{"_id":"DEP5000"}],"intvolume":"        14","user_id":"83781","type":"scientific_journal_article","_id":"13120","doi":"10.3390/electronics14163177","place":"Basel","volume":14,"citation":{"ufg":"<b>Danso, Aaron Agyapong/Büker, Ulrich</b>: Automated Generation of Test Scenarios for Autonomous Driving Using LLMs, in: <i>Electronics</i> 14 (2025), H. 16,  S. 3177.","havard":"A.A. Danso, U. Büker, Automated Generation of Test Scenarios for Autonomous Driving Using LLMs, Electronics. 14 (2025) 3177.","bjps":"<b>Danso AA and Büker U</b> (2025) Automated Generation of Test Scenarios for Autonomous Driving Using LLMs. <i>Electronics</i> <b>14</b>, 3177.","mla":"Danso, Aaron Agyapong, and Ulrich Büker. “Automated Generation of Test Scenarios for Autonomous Driving Using LLMs.” <i>Electronics</i>, vol. 14, no. 16, 2025, p. 3177, <a href=\"https://doi.org/10.3390/electronics14163177\">https://doi.org/10.3390/electronics14163177</a>.","van":"Danso AA, Büker U. Automated Generation of Test Scenarios for Autonomous Driving Using LLMs. Electronics. 2025;14(16):3177.","ama":"Danso AA, Büker U. Automated Generation of Test Scenarios for Autonomous Driving Using LLMs. <i>Electronics</i>. 2025;14(16):3177. doi:<a href=\"https://doi.org/10.3390/electronics14163177\">10.3390/electronics14163177</a>","chicago":"Danso, Aaron Agyapong, and Ulrich Büker. “Automated Generation of Test Scenarios for Autonomous Driving Using LLMs.” <i>Electronics</i> 14, no. 16 (2025): 3177. <a href=\"https://doi.org/10.3390/electronics14163177\">https://doi.org/10.3390/electronics14163177</a>.","apa":"Danso, A. A., &#38; Büker, U. (2025). Automated Generation of Test Scenarios for Autonomous Driving Using LLMs. <i>Electronics</i>, <i>14</i>(16), 3177. <a href=\"https://doi.org/10.3390/electronics14163177\">https://doi.org/10.3390/electronics14163177</a>","ieee":"A. A. Danso and U. Büker, “Automated Generation of Test Scenarios for Autonomous Driving Using LLMs,” <i>Electronics</i>, vol. 14, no. 16, p. 3177, 2025, doi: <a href=\"https://doi.org/10.3390/electronics14163177\">10.3390/electronics14163177</a>.","chicago-de":"Danso, Aaron Agyapong und Ulrich Büker. 2025. Automated Generation of Test Scenarios for Autonomous Driving Using LLMs. <i>Electronics</i> 14, Nr. 16: 3177. doi:<a href=\"https://doi.org/10.3390/electronics14163177\">10.3390/electronics14163177</a>, .","din1505-2-1":"<span style=\"font-variant:small-caps;\">Danso, Aaron Agyapong</span> ; <span style=\"font-variant:small-caps;\">Büker, Ulrich</span>: Automated Generation of Test Scenarios for Autonomous Driving Using LLMs. In: <i>Electronics</i> Bd. 14. Basel, MDPI (2025), Nr. 16, S. 3177","short":"A.A. Danso, U. Büker, Electronics 14 (2025) 3177."},"title":"Automated Generation of Test Scenarios for Autonomous Driving Using LLMs","status":"public","page":"3177","year":"2025","author":[{"last_name":"Danso","first_name":"Aaron Agyapong","full_name":"Danso, Aaron Agyapong","id":"84400"},{"last_name":"Büker","first_name":"Ulrich","id":"81453","full_name":"Büker, Ulrich","orcid":"0000-0002-4403-3889"}],"date_updated":"2025-08-12T07:38:15Z","publication_identifier":{"eissn":["2079-9292 "]},"publication":"Electronics","date_created":"2025-08-11T15:38:12Z","keyword":["large language models","generation","Operational Design Domain","autonomous vehicles","simulation","CARLA","ScenarioRunner","prompt-engineering","fine-tuning"],"language":[{"iso":"eng"}]},{"type":"conference_editor_article","user_id":"83781","place":"New York, NY, USA","_id":"13529","doi":"10.1145/3748699.3749798","publication_status":"published","conference":{"location":"Antwerp, Belgium","name":"GoodIT '25","start_date":"2025-09-03","end_date":"2025-09-05"},"department":[{"_id":"DEP8008"}],"abstract":[{"lang":"eng","text":"The proliferation of misinformation is one of the most pressing challenges in today’s digital landscape, due to its far-reaching implications for public health, economic stability, trust in governmental institutions, and societal cohesion. Despite efforts to regulate online platforms and limit the spread of misinformation, many individuals are left behind because of their low digital literacy, level of education, and other contributing factors. In this context, we explore the use of Large Language Models (LLMs) to identify misinformation and we evaluate the capabilities of GPT-4.1-mini, as a representative example of these models. We then discuss how LLMs can help empower users to critically create and share information, thereby fostering more resilient online communities. We also present a set of possible interaction patterns for content creation and moderation."}],"publisher":"ACM","quality_controlled":"1","publication":"Proceedings of the 2025 International Conference on Information Technology for Social Good","publication_identifier":{"isbn":["979-8-4007-2089-5"]},"date_created":"2026-03-20T12:55:35Z","date_updated":"2026-03-24T10:01:35Z","corporate_editor":["Association for Computing Machinery"],"editor":[{"last_name":"Marquez-Barja","first_name":"Johann","full_name":"Marquez-Barja, Johann"},{"last_name":"Bujari","first_name":"Armir","full_name":"Bujari, Armir"},{"last_name":"Slamnik-Kriještorac","full_name":"Slamnik-Kriještorac, Nina","first_name":"Nina"},{"last_name":"Sabbioni","full_name":"Sabbioni, Andrea","first_name":"Andrea"}],"oa":"1","keyword":["misinformation","fake news","large language models","online social networks"],"language":[{"iso":"eng"}],"title":"Preventing Accidental Sharing of Misinformation Using Large Language Models","citation":{"din1505-2-1":"<span style=\"font-variant:small-caps;\">Franco, Mirko</span> ; <span style=\"font-variant:small-caps;\">Grimm, Valentin</span> ; <span style=\"font-variant:small-caps;\">Herder, Eelco</span> ; <span style=\"font-variant:small-caps;\">Marquez-Barja, J.</span> ; <span style=\"font-variant:small-caps;\">Bujari, A.</span> ; <span style=\"font-variant:small-caps;\">Slamnik-Kriještorac, N.</span> ; <span style=\"font-variant:small-caps;\">Sabbioni, A.</span> ; <span style=\"font-variant:small-caps;\">Association for Computing Machinery</span> (Hrsg.): <i>Preventing Accidental Sharing of Misinformation Using Large Language Models</i>. New York, NY, USA : ACM, 2025","chicago-de":"Franco, Mirko, Valentin Grimm und Eelco Herder. 2025. <i>Preventing Accidental Sharing of Misinformation Using Large Language Models</i>. Hg. von Johann Marquez-Barja, Armir Bujari, Nina Slamnik-Kriještorac, Andrea Sabbioni, und Association for Computing Machinery. <i>Proceedings of the 2025 International Conference on Information Technology for Social Good</i>. New York, NY, USA: ACM. doi:<a href=\"https://doi.org/10.1145/3748699.3749798\">10.1145/3748699.3749798</a>, .","short":"M. Franco, V. Grimm, E. Herder, Preventing Accidental Sharing of Misinformation Using Large Language Models, ACM, New York, NY, USA, 2025.","ufg":"<b>Franco, Mirko/Grimm, Valentin/Herder, Eelco</b>: Preventing Accidental Sharing of Misinformation Using Large Language Models, hg. von Marquez-Barja, Johann u. a., New York, NY, USA 2025.","bjps":"<b>Franco M, Grimm V and Herder E</b> (2025) <i>Preventing Accidental Sharing of Misinformation Using Large Language Models</i>, Marquez-Barja J et al. (eds). New York, NY, USA: ACM.","mla":"Franco, Mirko, et al. “Preventing Accidental Sharing of Misinformation Using Large Language Models.” <i>Proceedings of the 2025 International Conference on Information Technology for Social Good</i>, edited by Johann Marquez-Barja et al., ACM, 2025, pp. 244–52, <a href=\"https://doi.org/10.1145/3748699.3749798\">https://doi.org/10.1145/3748699.3749798</a>.","havard":"M. Franco, V. Grimm, E. Herder, Preventing Accidental Sharing of Misinformation Using Large Language Models, ACM, New York, NY, USA, 2025.","van":"Franco M, Grimm V, Herder E. Preventing Accidental Sharing of Misinformation Using Large Language Models. Marquez-Barja J, Bujari A, Slamnik-Kriještorac N, Sabbioni A, Association for Computing Machinery, editors. Proceedings of the 2025 International Conference on Information Technology for Social Good. New York, NY, USA: ACM; 2025.","chicago":"Franco, Mirko, Valentin Grimm, and Eelco Herder. <i>Preventing Accidental Sharing of Misinformation Using Large Language Models</i>. Edited by Johann Marquez-Barja, Armir Bujari, Nina Slamnik-Kriještorac, Andrea Sabbioni, and Association for Computing Machinery. <i>Proceedings of the 2025 International Conference on Information Technology for Social Good</i>. New York, NY, USA: ACM, 2025. <a href=\"https://doi.org/10.1145/3748699.3749798\">https://doi.org/10.1145/3748699.3749798</a>.","apa":"Franco, M., Grimm, V., &#38; Herder, E. (2025). Preventing Accidental Sharing of Misinformation Using Large Language Models. In J. Marquez-Barja, A. Bujari, N. Slamnik-Kriještorac, A. Sabbioni, &#38; Association for Computing Machinery (Eds.), <i>Proceedings of the 2025 International Conference on Information Technology for Social Good</i> (pp. 244–252). ACM. <a href=\"https://doi.org/10.1145/3748699.3749798\">https://doi.org/10.1145/3748699.3749798</a>","ama":"Franco M, Grimm V, Herder E. <i>Preventing Accidental Sharing of Misinformation Using Large Language Models</i>. (Marquez-Barja J, Bujari A, Slamnik-Kriještorac N, Sabbioni A, Association for Computing Machinery, eds.). ACM; 2025:244-252. doi:<a href=\"https://doi.org/10.1145/3748699.3749798\">10.1145/3748699.3749798</a>","ieee":"M. Franco, V. Grimm, and E. Herder, <i>Preventing Accidental Sharing of Misinformation Using Large Language Models</i>. New York, NY, USA: ACM, 2025, pp. 244–252. doi: <a href=\"https://doi.org/10.1145/3748699.3749798\">10.1145/3748699.3749798</a>."},"main_file_link":[{"url":"https://dl.acm.org/doi/full/10.1145/3748699.3749798","open_access":"1"}],"year":"2025","author":[{"last_name":"Franco","full_name":"Franco, Mirko","first_name":"Mirko"},{"id":"74000","first_name":"Valentin","full_name":"Grimm, Valentin","last_name":"Grimm"},{"first_name":"Eelco","last_name":"Herder","full_name":"Herder, Eelco"}],"status":"public","page":"244 - 252"},{"publication_status":"published","quality_controlled":"1","publisher":"Association for Computing Machinery (ACM)","abstract":[{"text":"Interactive stories can be an effective approach for teaching purposes. One shortcoming is the effort necessary to author and create these stories, especially complex storylines with choices for the readers. Based on recent advances in Natural Language Processing (NLP), new opportunities arise for assistance systems in the context of interactive stories. In our work, we present an authoring approach and prototypical tool for the creation of visual comic-strip like interactive stories, a type of hypercomics, that integrate an Artificial Intelligence (AI) assistance. Such comics are already used in our Gekonnt hanDeln web platform. The AI assistance provides suggestions for the overall story outline as well as how to design and write individual story frames. We provide a detailed description about the approach and its prototypical implementation. Furthermore, we present a study evaluating the prototype with student groups and how the prototype evolved in an iterative style based on the students’ feedback.","lang":"eng"}],"department":[{"_id":"DEP8008"},{"_id":"DEP8008"}],"conference":{"end_date":"2024-09-13","start_date":"2024-09-10","name":"35th ACM Conference on Hypertext and Social Media","location":"Poznan, Poland"},"user_id":"83781","type":"conference_editor_article","doi":"10.1145/3648188.3675124","_id":"12048","place":"New York, USA","citation":{"short":"V. Grimm, J. Rubart, Authoring Educational Hypercomics Assisted by Large Language Models, Association for Computing Machinery (ACM), New York, USA, 2024.","chicago-de":"Grimm, Valentin und Jessica Rubart. 2024. <i>Authoring Educational Hypercomics assisted by Large Language Models</i>. <i>HT ’24: Proceedings of the 35th ACM Conference on Hypertext and Social Media</i>. New York, USA: Association for Computing Machinery (ACM). doi:<a href=\"https://doi.org/10.1145/3648188.3675124\">10.1145/3648188.3675124</a>, .","din1505-2-1":"<span style=\"font-variant:small-caps;\">Grimm, Valentin</span> ; <span style=\"font-variant:small-caps;\">Rubart, Jessica</span>: <i>Authoring Educational Hypercomics assisted by Large Language Models</i>. New York, USA : Association for Computing Machinery (ACM), 2024","van":"Grimm V, Rubart J. Authoring Educational Hypercomics assisted by Large Language Models. HT ’24: Proceedings of the 35th ACM Conference on Hypertext and Social Media. New York, USA: Association for Computing Machinery (ACM); 2024.","ama":"Grimm V, Rubart J. <i>Authoring Educational Hypercomics Assisted by Large Language Models</i>. Association for Computing Machinery (ACM); 2024:88-97. doi:<a href=\"https://doi.org/10.1145/3648188.3675124\">10.1145/3648188.3675124</a>","ufg":"<b>Grimm, Valentin/Rubart, Jessica</b>: Authoring Educational Hypercomics assisted by Large Language Models, New York, USA 2024.","havard":"V. Grimm, J. Rubart, Authoring Educational Hypercomics assisted by Large Language Models, Association for Computing Machinery (ACM), New York, USA, 2024.","mla":"Grimm, Valentin, and Jessica Rubart. “Authoring Educational Hypercomics Assisted by Large Language Models.” <i>HT ’24: Proceedings of the 35th ACM Conference on Hypertext and Social Media</i>, Association for Computing Machinery (ACM), 2024, pp. 88–97, <a href=\"https://doi.org/10.1145/3648188.3675124\">https://doi.org/10.1145/3648188.3675124</a>.","bjps":"<b>Grimm V and Rubart J</b> (2024) <i>Authoring Educational Hypercomics Assisted by Large Language Models</i>. New York, USA: Association for Computing Machinery (ACM).","apa":"Grimm, V., &#38; Rubart, J. (2024). Authoring Educational Hypercomics assisted by Large Language Models. In <i>HT ’24: Proceedings of the 35th ACM Conference on Hypertext and Social Media</i> (pp. 88–97). Association for Computing Machinery (ACM). <a href=\"https://doi.org/10.1145/3648188.3675124\">https://doi.org/10.1145/3648188.3675124</a>","ieee":"V. Grimm and J. Rubart, <i>Authoring Educational Hypercomics assisted by Large Language Models</i>. New York, USA: Association for Computing Machinery (ACM), 2024, pp. 88–97. doi: <a href=\"https://doi.org/10.1145/3648188.3675124\">10.1145/3648188.3675124</a>.","chicago":"Grimm, Valentin, and Jessica Rubart. <i>Authoring Educational Hypercomics Assisted by Large Language Models</i>. <i>HT ’24: Proceedings of the 35th ACM Conference on Hypertext and Social Media</i>. New York, USA: Association for Computing Machinery (ACM), 2024. <a href=\"https://doi.org/10.1145/3648188.3675124\">https://doi.org/10.1145/3648188.3675124</a>."},"title":"Authoring Educational Hypercomics assisted by Large Language Models","page":"88-97","status":"public","author":[{"id":"74000","full_name":"Grimm, Valentin","first_name":"Valentin","last_name":"Grimm"},{"full_name":"Rubart, Jessica","first_name":"Jessica","last_name":"Rubart","id":"45672"}],"main_file_link":[{"open_access":"1","url":"https://dl.acm.org/doi/10.1145/3648188.3675124"}],"year":"2024","date_updated":"2025-06-25T13:06:37Z","date_created":"2024-11-22T12:25:29Z","publication":"HT '24: Proceedings of the 35th ACM Conference on Hypertext and Social Media","publication_identifier":{"isbn":["979-8-4007-0595-3 "]},"language":[{"iso":"eng"}],"keyword":["Storytelling","Authoring","GPT","Hypercomics","Large Language Models"],"oa":"1"},{"page":"471-487","status":"public","external_id":{"isi":["001351975400001"]},"author":[{"first_name":"Yu","full_name":"Cao, Yu","last_name":"Cao"},{"first_name":"Ulrike","last_name":"Scharfenberger","full_name":"Scharfenberger, Ulrike"},{"first_name":"Tom","last_name":"Shatwell","full_name":"Shatwell, Tom","id":"86424","orcid":"0000-0002-4520-7916"},{"full_name":"Adrian, Rita","first_name":"Rita","last_name":"Adrian"},{"first_name":"Helen","full_name":"Agasild, Helen","last_name":"Agasild"},{"full_name":"Angeler, David G.","first_name":"David G.","last_name":"Angeler"},{"last_name":"Beklioğlu","first_name":"Meryem","full_name":"Beklioğlu, Meryem"},{"last_name":"Çakıroğlu","first_name":"Ayşe ldil","full_name":"Çakıroğlu, Ayşe ldil"},{"first_name":"Josef","full_name":"Hejzlar, Josef","last_name":"Hejzlar"},{"first_name":"Eva","full_name":"Papastergiadou, Eva","last_name":"Papastergiadou"},{"full_name":"Šorf, Michal","first_name":"Michal","last_name":"Šorf"},{"first_name":"Kostas","last_name":"Stefanidis","full_name":"Stefanidis, Kostas"},{"first_name":"Martin","full_name":"Søndergaard, Martin","last_name":"Søndergaard"},{"full_name":"Zingel, Priit","first_name":"Priit","last_name":"Zingel"},{"first_name":"Erik","last_name":"Jeppesen","full_name":"Jeppesen, Erik"}],"year":"2024","citation":{"ieee":"Y. Cao <i>et al.</i>, “Predicting daily net ecosystem production in shallow lakes from dissolved oxygen saturation levels: a pan-European mesocosm experiment and modelling approach,” <i>Hydrobiologia : acta hydrobiologica, hydrographica, limnologica et protistologica </i>, vol. 852, no. 2, pp. 471–487, 2024, doi: <a href=\"https://doi.org/10.1007/s10750-024-05714-z\">10.1007/s10750-024-05714-z</a>.","ama":"Cao Y, Scharfenberger U, Shatwell T, et al. Predicting daily net ecosystem production in shallow lakes from dissolved oxygen saturation levels: a pan-European mesocosm experiment and modelling approach. <i>Hydrobiologia : acta hydrobiologica, hydrographica, limnologica et protistologica </i>. 2024;852(2):471-487. doi:<a href=\"https://doi.org/10.1007/s10750-024-05714-z\">10.1007/s10750-024-05714-z</a>","apa":"Cao, Y., Scharfenberger, U., Shatwell, T., Adrian, R., Agasild, H., Angeler, D. G., Beklioğlu, M., Çakıroğlu, A. ldil, Hejzlar, J., Papastergiadou, E., Šorf, M., Stefanidis, K., Søndergaard, M., Zingel, P., &#38; Jeppesen, E. (2024). Predicting daily net ecosystem production in shallow lakes from dissolved oxygen saturation levels: a pan-European mesocosm experiment and modelling approach. <i>Hydrobiologia : Acta Hydrobiologica, Hydrographica, Limnologica et Protistologica </i>, <i>852</i>(2), 471–487. <a href=\"https://doi.org/10.1007/s10750-024-05714-z\">https://doi.org/10.1007/s10750-024-05714-z</a>","chicago":"Cao, Yu, Ulrike Scharfenberger, Tom Shatwell, Rita Adrian, Helen Agasild, David G. Angeler, Meryem Beklioğlu, et al. “Predicting Daily Net Ecosystem Production in Shallow Lakes from Dissolved Oxygen Saturation Levels: A Pan-European Mesocosm Experiment and Modelling Approach.” <i>Hydrobiologia : Acta Hydrobiologica, Hydrographica, Limnologica et Protistologica </i> 852, no. 2 (2024): 471–87. <a href=\"https://doi.org/10.1007/s10750-024-05714-z\">https://doi.org/10.1007/s10750-024-05714-z</a>.","van":"Cao Y, Scharfenberger U, Shatwell T, Adrian R, Agasild H, Angeler DG, et al. Predicting daily net ecosystem production in shallow lakes from dissolved oxygen saturation levels: a pan-European mesocosm experiment and modelling approach. Hydrobiologia : acta hydrobiologica, hydrographica, limnologica et protistologica . 2024;852(2):471–87.","ufg":"<b>Cao, Yu u. a.</b>: Predicting daily net ecosystem production in shallow lakes from dissolved oxygen saturation levels: a pan-European mesocosm experiment and modelling approach, in: <i>Hydrobiologia : acta hydrobiologica, hydrographica, limnologica et protistologica </i> 852 (2024), H. 2,  S. 471–487.","bjps":"<b>Cao Y <i>et al.</i></b> (2024) Predicting Daily Net Ecosystem Production in Shallow Lakes from Dissolved Oxygen Saturation Levels: A Pan-European Mesocosm Experiment and Modelling Approach. <i>Hydrobiologia : acta hydrobiologica, hydrographica, limnologica et protistologica </i> <b>852</b>, 471–487.","havard":"Y. Cao, U. Scharfenberger, T. Shatwell, R. Adrian, H. Agasild, D.G. Angeler, M. Beklioğlu, A. ldil Çakıroğlu, J. Hejzlar, E. Papastergiadou, M. Šorf, K. Stefanidis, M. Søndergaard, P. Zingel, E. Jeppesen, Predicting daily net ecosystem production in shallow lakes from dissolved oxygen saturation levels: a pan-European mesocosm experiment and modelling approach, Hydrobiologia : Acta Hydrobiologica, Hydrographica, Limnologica et Protistologica . 852 (2024) 471–487.","mla":"Cao, Yu, et al. “Predicting Daily Net Ecosystem Production in Shallow Lakes from Dissolved Oxygen Saturation Levels: A Pan-European Mesocosm Experiment and Modelling Approach.” <i>Hydrobiologia : Acta Hydrobiologica, Hydrographica, Limnologica et Protistologica </i>, vol. 852, no. 2, 2024, pp. 471–87, <a href=\"https://doi.org/10.1007/s10750-024-05714-z\">https://doi.org/10.1007/s10750-024-05714-z</a>.","short":"Y. Cao, U. Scharfenberger, T. Shatwell, R. Adrian, H. Agasild, D.G. Angeler, M. Beklioğlu, A. ldil Çakıroğlu, J. Hejzlar, E. Papastergiadou, M. Šorf, K. Stefanidis, M. Søndergaard, P. Zingel, E. Jeppesen, Hydrobiologia : Acta Hydrobiologica, Hydrographica, Limnologica et Protistologica  852 (2024) 471–487.","din1505-2-1":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Cao, Yu</span> ; <span style=\"font-variant:small-caps;\">Scharfenberger, Ulrike</span> ; <span style=\"font-variant:small-caps;\">Shatwell, Tom</span> ; <span style=\"font-variant:small-caps;\">Adrian, Rita</span> ; <span style=\"font-variant:small-caps;\">Agasild, Helen</span> ; <span style=\"font-variant:small-caps;\">Angeler, David G.</span> ; <span style=\"font-variant:small-caps;\">Beklioğlu, Meryem</span> ; <span style=\"font-variant:small-caps;\">Çakıroğlu, Ayşe ldil</span> ; u. a.</span>: Predicting daily net ecosystem production in shallow lakes from dissolved oxygen saturation levels: a pan-European mesocosm experiment and modelling approach. In: <i>Hydrobiologia : acta hydrobiologica, hydrographica, limnologica et protistologica </i> Bd. 852. Dordrecht [u.a.], Springer (2024), Nr. 2, S. 471–487","chicago-de":"Cao, Yu, Ulrike Scharfenberger, Tom Shatwell, Rita Adrian, Helen Agasild, David G. Angeler, Meryem Beklioğlu, u. a. 2024. Predicting daily net ecosystem production in shallow lakes from dissolved oxygen saturation levels: a pan-European mesocosm experiment and modelling approach. <i>Hydrobiologia : acta hydrobiologica, hydrographica, limnologica et protistologica </i> 852, Nr. 2: 471–487. doi:<a href=\"https://doi.org/10.1007/s10750-024-05714-z\">10.1007/s10750-024-05714-z</a>, ."},"volume":852,"title":"Predicting daily net ecosystem production in shallow lakes from dissolved oxygen saturation levels: a pan-European mesocosm experiment and modelling approach","language":[{"iso":"eng"}],"keyword":["Metabolism","Simple models","Process-based models","Cross-system analyses"],"date_updated":"2025-06-24T14:10:28Z","date_created":"2024-12-08T18:59:09Z","publication":"Hydrobiologia : acta hydrobiologica, hydrographica, limnologica et protistologica ","publication_identifier":{"issn":["0018-8158"],"eissn":["1573-5117"]},"quality_controlled":"1","publisher":"Springer","abstract":[{"lang":"eng","text":"Net ecosystem production (NEP) is an important indicator of lake ecosystem function and integrity. An earlier study, restricted to one geographical region, indicated that oxygen saturation levels (DO%) might be used to predict daily NEP in shallow lakes. To test the generality of the method, we used DO% data collected in a standardised pan-European mesocosm experiment with contrasting trophic states and water levels covering a large climate gradient (from Sweden to Turkey). We corroborated these data with process-based DO simulations. The NEP ~ DO% relation depended on factors influencing gas transfer: water depth and wind. The NEP ~ DO% relation per volume became weaker with increasing depth (1–2 m) but was independent of depth when area based. Simulations indicated that the marginalisation of the depth was sensitive to wind conditions. Trophic status, temperature and light showed no or only marginal (climate zone) effects (experimental data), while the simulations indicated influence of those factors under particular wind–depth conditions. We confirmed that when considering also wind and depth effects, midday DO% potentially provides reliable estimates of daily NEP. Therefore, historical monitoring data of DO% might be used to estimate NEP, and process-based oxygen models may be valuable tool therein. We encourage further tests."}],"issue":"2","department":[{"_id":"DEP8022"}],"publication_status":"published","isi":"1","doi":"10.1007/s10750-024-05714-z","_id":"12209","place":"Dordrecht [u.a.]","intvolume":"       852","user_id":"83781","type":"scientific_journal_article"},{"citation":{"ama":"Ramm S, Hernández Rodriguez T, Frahm B, Pein-Hackelbusch M. <i>Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities</i>. (Jasperneite J, Wisniewski L, Fung Man K, Institute of Electrical and Electronics Engineers , eds.). IEEE; 2023:1-6. doi:<a href=\"https://doi.org/10.1109/INDIN51400.2023.10218012\">10.1109/INDIN51400.2023.10218012</a>","ieee":"S. Ramm, T. Hernández Rodriguez, B. Frahm, and M. Pein-Hackelbusch, <i>Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities</i>. [Piscataway, NJ]: IEEE, 2023, pp. 1–6. doi: <a href=\"https://doi.org/10.1109/INDIN51400.2023.10218012\">10.1109/INDIN51400.2023.10218012</a>.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Ramm, Selina</span> ; <span style=\"font-variant:small-caps;\">Hernández Rodriguez, Tanja</span> ; <span style=\"font-variant:small-caps;\">Frahm, Björn</span> ; <span style=\"font-variant:small-caps;\">Pein-Hackelbusch, Miriam</span> ; <span style=\"font-variant:small-caps;\">Jasperneite, J.</span> ; <span style=\"font-variant:small-caps;\">Wisniewski, L.</span> ; <span style=\"font-variant:small-caps;\">Fung Man, K.</span> ; <span style=\"font-variant:small-caps;\">Institute of Electrical and Electronics Engineers </span> (Hrsg.): <i>Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities</i>. [Piscataway, NJ] : IEEE, 2023","chicago-de":"Ramm, Selina, Tanja Hernández Rodriguez, Björn Frahm und Miriam Pein-Hackelbusch. 2023. <i>Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities</i>. Hg. von Jürgen Jasperneite, Lukasz Wisniewski, Kim Fung Man, und Institute of Electrical and Electronics Engineers . <i>2023 IEEE 21st International Conference on Industrial Informatics (INDIN)</i>. [Piscataway, NJ]: IEEE. doi:<a href=\"https://doi.org/10.1109/INDIN51400.2023.10218012\">10.1109/INDIN51400.2023.10218012</a>, .","short":"S. Ramm, T. Hernández Rodriguez, B. Frahm, M. Pein-Hackelbusch, Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities, IEEE, [Piscataway, NJ], 2023.","ufg":"<b>Ramm, Selina u. a.</b>: Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities, hg. von Jasperneite, Jürgen u. a., [Piscataway, NJ] 2023.","bjps":"<b>Ramm S <i>et al.</i></b> (2023) <i>Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities</i>, Jasperneite J et al. (eds). [Piscataway, NJ]: IEEE.","mla":"Ramm, Selina, et al. “Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities.” <i>2023 IEEE 21st International Conference on Industrial Informatics (INDIN)</i>, edited by Jürgen Jasperneite et al., IEEE, 2023, pp. 1–6, <a href=\"https://doi.org/10.1109/INDIN51400.2023.10218012\">https://doi.org/10.1109/INDIN51400.2023.10218012</a>.","havard":"S. Ramm, T. Hernández Rodriguez, B. Frahm, M. Pein-Hackelbusch, Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities, IEEE, [Piscataway, NJ], 2023.","van":"Ramm S, Hernández Rodriguez T, Frahm B, Pein-Hackelbusch M. Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities. Jasperneite J, Wisniewski L, Fung Man K, Institute of Electrical and Electronics Engineers , editors. 2023 IEEE 21st International Conference on Industrial Informatics (INDIN). [Piscataway, NJ]: IEEE; 2023.","chicago":"Ramm, Selina, Tanja Hernández Rodriguez, Björn Frahm, and Miriam Pein-Hackelbusch. <i>Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities</i>. Edited by Jürgen Jasperneite, Lukasz Wisniewski, Kim Fung Man, and Institute of Electrical and Electronics Engineers . <i>2023 IEEE 21st International Conference on Industrial Informatics (INDIN)</i>. [Piscataway, NJ]: IEEE, 2023. <a href=\"https://doi.org/10.1109/INDIN51400.2023.10218012\">https://doi.org/10.1109/INDIN51400.2023.10218012</a>.","apa":"Ramm, S., Hernández Rodriguez, T., Frahm, B., &#38; Pein-Hackelbusch, M. (2023). Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities. In J. Jasperneite, L. Wisniewski, K. Fung Man, &#38; Institute of Electrical and Electronics Engineers  (Eds.), <i>2023 IEEE 21st International Conference on Industrial Informatics (INDIN)</i> (pp. 1–6). IEEE. <a href=\"https://doi.org/10.1109/INDIN51400.2023.10218012\">https://doi.org/10.1109/INDIN51400.2023.10218012</a>"},"title":"Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities","page":"1-6","status":"public","author":[{"full_name":"Ramm, Selina","first_name":"Selina","id":"68713","last_name":"Ramm","orcid":"https://orcid.org/0000-0002-0502-8032"},{"id":"52466","first_name":"Tanja","last_name":"Hernández Rodriguez","full_name":"Hernández Rodriguez, Tanja"},{"full_name":"Frahm, Björn","first_name":"Björn","last_name":"Frahm","id":"45666"},{"orcid":"0000-0002-7920-0595","first_name":"Miriam","last_name":"Pein-Hackelbusch","full_name":"Pein-Hackelbusch, Miriam","id":"64952"}],"year":"2023","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10218012","open_access":"1"}],"date_updated":"2025-04-29T07:38:03Z","editor":[{"full_name":"Jasperneite, Jürgen","first_name":"Jürgen","last_name":"Jasperneite","id":"1899"},{"last_name":"Wisniewski","id":"1710","full_name":"Wisniewski, Lukasz","first_name":"Lukasz"},{"full_name":"Fung Man, Kim","last_name":"Fung Man","first_name":"Kim"}],"corporate_editor":["Institute of Electrical and Electronics Engineers "],"date_created":"2023-11-21T08:17:12Z","publication_identifier":{"eisbn":["978-1-6654-9313-0"],"issn":["1935-4576"],"isbn":["978-1-6654-9314-7"]},"publication":"2023 IEEE 21st International Conference on Industrial Informatics (INDIN)","language":[{"iso":"eng"}],"keyword":["Spectroscopy","Smoothing methods","Systematics","Phase measurement","Linear regression","Data models","Dielectric measurement"],"oa":"1","publication_status":"published","publisher":"IEEE","department":[{"_id":"DEP4022"},{"_id":"DEP4028"}],"conference":{"end_date":"2023-07-20","start_date":"2023-07-18","location":"Lemgo","name":"21st International Conference on Industrial Informatics (INDIN)"},"abstract":[{"text":"For process monitoring, an adequate data preprocessing is crucial to link accessible inline process data with offline measured target variables. Literature, however, does not provide systematic preprocessing strategies. The effects of five different preprocessing strategies on data from a Dielectric Spectroscopy system applied to the Viable Cell Density (VCD) of a mammalian cell cultivation were thus evaluated. Single-frequency measurements are typically used to model the VCD over the growth phase using linear regression or the Cole-Cole model and served as a reference. As multi-frequency measurement is promising to model the VCD beyond the growth phase using Partial Least Squares Regression (PLSR), we further aimed to determine, whether replacing linear regression by PLSR shows comparable modeling performance. All five preprocessing strategies led to comparable results. Exemplary, when using capacitance values at a frequency of 3347 kHz, linear regression resulted in a R2 of 0.90 and a standard deviation of 0.4 % on average. Both normalization techniques had the same positive effect on the results of PLSR. The order of smoothing and normalization was irrelevant for both regression methods. Comparing the results of linear regression and PLSR, the latter obtained on average 9 % better results. Therefore, we concluded that PLSR is preferable over linear regression and is potentially suitable to model the VCD beyond the growth phase, which is suggested to be investigated based on more data sets.","lang":"eng"}],"user_id":"83781","type":"conference_editor_article","place":"[Piscataway, NJ]","doi":"10.1109/INDIN51400.2023.10218012","_id":"10788"},{"keyword":["extracurricular activities","extracurricular learning formats","student workshops","workshop models","pedagogical models","architectural higher education","mass housing neighbourhoods","sustainable rehabilitation"],"language":[{"iso":"eng"}],"date_updated":"2025-06-24T13:35:15Z","publication":"Sustainability","publication_identifier":{"eissn":["2071-1050"]},"date_created":"2025-06-24T13:32:32Z","status":"public","year":"2023","author":[{"orcid":"0000-0002-6962-5223","full_name":"Dragutinovic, Anica","id":"68875","last_name":"Dragutinovic","first_name":"Anica"},{"last_name":"Milovanovic","first_name":"Aleksandra","full_name":"Milovanovic, Aleksandra"},{"last_name":"Stojanovski","full_name":"Stojanovski, Mihajlo","first_name":"Mihajlo"},{"last_name":"Damjanovska","first_name":"Tea","full_name":"Damjanovska, Tea"},{"last_name":"Đorđevic","first_name":"Aleksandra","full_name":"Đorđevic, Aleksandra"},{"last_name":"Nikezic","first_name":"Ana","full_name":"Nikezic, Ana"},{"first_name":"Uta","last_name":"Pottgiesser","full_name":"Pottgiesser, Uta","id":"27166","orcid":"0000-0002-8594-3168"},{"full_name":"Ivanovska Deskova, Ana","first_name":"Ana","last_name":"Ivanovska Deskova"},{"last_name":"Ivanovski","full_name":"Ivanovski, Jovan","first_name":"Jovan"}],"volume":15,"citation":{"apa":"Dragutinovic, A., Milovanovic, A., Stojanovski, M., Damjanovska, T., Đorđevic, A., Nikezic, A., Pottgiesser, U., Ivanovska Deskova, A., &#38; Ivanovski, J. (2023). Approaching Extracurricular Activities for Teaching and Learning on Sustainable Rehabilitation of Mass Housing: Reporting from the Arena of Architectural Higher Education. <i>Sustainability</i>, <i>15</i>(3), Article 2476. <a href=\"https://doi.org/10.3390/su15032476\">https://doi.org/10.3390/su15032476</a>","ieee":"A. Dragutinovic <i>et al.</i>, “Approaching Extracurricular Activities for Teaching and Learning on Sustainable Rehabilitation of Mass Housing: Reporting from the Arena of Architectural Higher Education,” <i>Sustainability</i>, vol. 15, no. 3, Art. no. 2476, 2023, doi: <a href=\"https://doi.org/10.3390/su15032476\">10.3390/su15032476</a>.","chicago":"Dragutinovic, Anica, Aleksandra Milovanovic, Mihajlo Stojanovski, Tea Damjanovska, Aleksandra Đorđevic, Ana Nikezic, Uta Pottgiesser, Ana Ivanovska Deskova, and Jovan Ivanovski. “Approaching Extracurricular Activities for Teaching and Learning on Sustainable Rehabilitation of Mass Housing: Reporting from the Arena of Architectural Higher Education.” <i>Sustainability</i> 15, no. 3 (2023). <a href=\"https://doi.org/10.3390/su15032476\">https://doi.org/10.3390/su15032476</a>.","van":"Dragutinovic A, Milovanovic A, Stojanovski M, Damjanovska T, Đorđevic A, Nikezic A, et al. Approaching Extracurricular Activities for Teaching and Learning on Sustainable Rehabilitation of Mass Housing: Reporting from the Arena of Architectural Higher Education. Sustainability. 2023;15(3).","ama":"Dragutinovic A, Milovanovic A, Stojanovski M, et al. Approaching Extracurricular Activities for Teaching and Learning on Sustainable Rehabilitation of Mass Housing: Reporting from the Arena of Architectural Higher Education. <i>Sustainability</i>. 2023;15(3). doi:<a href=\"https://doi.org/10.3390/su15032476\">10.3390/su15032476</a>","ufg":"<b>Dragutinovic, Anica u. a.</b>: Approaching Extracurricular Activities for Teaching and Learning on Sustainable Rehabilitation of Mass Housing: Reporting from the Arena of Architectural Higher Education, in: <i>Sustainability</i> 15 (2023), H. 3.","havard":"A. Dragutinovic, A. Milovanovic, M. Stojanovski, T. Damjanovska, A. Đorđevic, A. Nikezic, U. Pottgiesser, A. Ivanovska Deskova, J. Ivanovski, Approaching Extracurricular Activities for Teaching and Learning on Sustainable Rehabilitation of Mass Housing: Reporting from the Arena of Architectural Higher Education, Sustainability. 15 (2023).","mla":"Dragutinovic, Anica, et al. “Approaching Extracurricular Activities for Teaching and Learning on Sustainable Rehabilitation of Mass Housing: Reporting from the Arena of Architectural Higher Education.” <i>Sustainability</i>, vol. 15, no. 3, 2476, 2023, <a href=\"https://doi.org/10.3390/su15032476\">https://doi.org/10.3390/su15032476</a>.","bjps":"<b>Dragutinovic A <i>et al.</i></b> (2023) Approaching Extracurricular Activities for Teaching and Learning on Sustainable Rehabilitation of Mass Housing: Reporting from the Arena of Architectural Higher Education. <i>Sustainability</i> <b>15</b>.","short":"A. Dragutinovic, A. Milovanovic, M. Stojanovski, T. Damjanovska, A. Đorđevic, A. Nikezic, U. Pottgiesser, A. Ivanovska Deskova, J. Ivanovski, Sustainability 15 (2023).","chicago-de":"Dragutinovic, Anica, Aleksandra Milovanovic, Mihajlo Stojanovski, Tea Damjanovska, Aleksandra Đorđevic, Ana Nikezic, Uta Pottgiesser, Ana Ivanovska Deskova und Jovan Ivanovski. 2023. Approaching Extracurricular Activities for Teaching and Learning on Sustainable Rehabilitation of Mass Housing: Reporting from the Arena of Architectural Higher Education. <i>Sustainability</i> 15, Nr. 3. doi:<a href=\"https://doi.org/10.3390/su15032476\">10.3390/su15032476</a>, .","din1505-2-1":"<span style=\"font-variant:small-caps;\"><span style=\"font-variant:small-caps;\">Dragutinovic, Anica</span> ; <span style=\"font-variant:small-caps;\">Milovanovic, Aleksandra</span> ; <span style=\"font-variant:small-caps;\">Stojanovski, Mihajlo</span> ; <span style=\"font-variant:small-caps;\">Damjanovska, Tea</span> ; <span style=\"font-variant:small-caps;\">Đorđevic, Aleksandra</span> ; <span style=\"font-variant:small-caps;\">Nikezic, Ana</span> ; <span style=\"font-variant:small-caps;\">Pottgiesser, Uta</span> ; <span style=\"font-variant:small-caps;\">Ivanovska Deskova, Ana</span> ; u. a.</span>: Approaching Extracurricular Activities for Teaching and Learning on Sustainable Rehabilitation of Mass Housing: Reporting from the Arena of Architectural Higher Education. In: <i>Sustainability</i> Bd. 15. Basel, MDPI  (2023), Nr. 3"},"title":"Approaching Extracurricular Activities for Teaching and Learning on Sustainable Rehabilitation of Mass Housing: Reporting from the Arena of Architectural Higher Education","_id":"13017","doi":"10.3390/su15032476","article_number":"2476","place":"Basel","intvolume":"        15","user_id":"83781","type":"scientific_journal_article","publisher":"MDPI ","quality_controlled":"1","issue":"3","abstract":[{"lang":"eng","text":"The article presents the potentials and capacities of extracurricular activities such as student workshops for strengthening existing curricula and introducing emerging specialised areas, topics, and challenges into architectural higher education. The specific objective of this study is to enhance and test different pedagogical models for learning on the sustainable rehabilitation of mass housing neighbourhoods (MHN), as a specific type of modern heritage, through innovative extracurricular teaching practices based on interdisciplinarity, flexibility, and adaptability. This research presents three student workshops focusing on the rehabilitation of mass housing neighbourhoods (MHN), involving students, academics, and professionals from the field, organised in Germany, Serbia, and North Macedonia in 2022. Moreover, it engages a comparative analysis of the learning formats and approaches developed within this discipline-specific cross-border collaboration. The study provides (1) an insight into the comparative analysis of learning capabilities and (2) the formulation of workshop models supported by diagramming of the workshop structure. The conclusion of the article summarises the findings and highlights the essential aspects for engaging student workshops, as an instrument for generating operational knowledge in the field of mass housing rehabilitation."}],"department":[{"_id":"DEP1600"}],"publication_status":"published"},{"language":[{"iso":"eng"}],"keyword":["safety","security","alignment","automation","processes","models"],"date_created":"2021-12-23T17:37:45Z","publication_identifier":{"issn":["0932-383X"],"eissn":["1613-7620"]},"publication":"Elektrotechnik und Informationstechnik : e & i","date_updated":"2025-06-26T13:28:58Z","author":[{"first_name":"Marco","last_name":"Ehrlich","full_name":"Ehrlich, Marco","id":"61562"},{"full_name":"Bröring, Andre","id":"65130","last_name":"Bröring","first_name":"Andre"},{"id":"69147","full_name":"Harder, Dimitri","last_name":"Harder","first_name":"Dimitri"},{"full_name":"Auhagen-Meyer, Torben","first_name":"Torben","last_name":"Auhagen-Meyer"},{"first_name":"Philip","last_name":"Kleen","full_name":"Kleen, Philip","id":"44776"},{"first_name":"Lukasz","full_name":"Wisniewski, Lukasz","last_name":"Wisniewski","id":"1710"},{"first_name":"Henning","id":"1486","last_name":"Trsek","full_name":"Trsek, Henning","orcid":"0000-0002-0133-0656"},{"first_name":"Jürgen","last_name":"Jasperneite","full_name":"Jasperneite, Jürgen","id":"1899"}],"year":"2021","external_id":{"isi":["000696142100001"]},"page":"454-461","status":"public","title":"Alignment of safety and security risk assessments for modular production systems","volume":138,"citation":{"havard":"M. Ehrlich, A. Bröring, D. Harder, T. Auhagen-Meyer, P. Kleen, L. Wisniewski, H. Trsek, J. Jasperneite, Alignment of safety and security risk assessments for modular production systems, Elektrotechnik Und Informationstechnik : E &#38; i. 138 (2021) 454–461.","bjps":"<b>Ehrlich M <i>et al.</i></b> (2021) Alignment of Safety and Security Risk Assessments for Modular Production Systems. <i>Elektrotechnik und Informationstechnik : e &#38; i</i> <b>138</b>, 454–461.","mla":"Ehrlich, Marco, et al. “Alignment of Safety and Security Risk Assessments for Modular Production Systems.” <i>Elektrotechnik Und Informationstechnik : E &#38; i</i>, vol. 138, no. 6, 2021, pp. 454–61, <a href=\"https://doi.org/10.1007/s00502-021-00927-9\">https://doi.org/10.1007/s00502-021-00927-9</a>.","ufg":"<b>Ehrlich, Marco u. a.</b>: Alignment of safety and security risk assessments for modular production systems, in: <i>Elektrotechnik und Informationstechnik : e &#38; i</i> 138 (2021), H. 6,  S. 454–461.","van":"Ehrlich M, Bröring A, Harder D, Auhagen-Meyer T, Kleen P, Wisniewski L, et al. Alignment of safety and security risk assessments for modular production systems. Elektrotechnik und Informationstechnik : e &#38; i. 2021;138(6):454–61.","chicago":"Ehrlich, Marco, Andre Bröring, Dimitri Harder, Torben Auhagen-Meyer, Philip Kleen, Lukasz Wisniewski, Henning Trsek, and Jürgen Jasperneite. “Alignment of Safety and Security Risk Assessments for Modular Production Systems.” <i>Elektrotechnik Und Informationstechnik : E &#38; i</i> 138, no. 6 (2021): 454–61. <a href=\"https://doi.org/10.1007/s00502-021-00927-9\">https://doi.org/10.1007/s00502-021-00927-9</a>.","apa":"Ehrlich, M., Bröring, A., Harder, D., Auhagen-Meyer, T., Kleen, P., Wisniewski, L., Trsek, H., &#38; Jasperneite, J. (2021). Alignment of safety and security risk assessments for modular production systems. <i>Elektrotechnik Und Informationstechnik : E &#38; i</i>, <i>138</i>(6), 454–461. <a href=\"https://doi.org/10.1007/s00502-021-00927-9\">https://doi.org/10.1007/s00502-021-00927-9</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Ehrlich, Marco</span> ; <span style=\"font-variant:small-caps;\">Bröring, Andre</span> ; <span style=\"font-variant:small-caps;\">Harder, Dimitri</span> ; <span style=\"font-variant:small-caps;\">Auhagen-Meyer, Torben</span> ; <span style=\"font-variant:small-caps;\">Kleen, Philip</span> ; <span style=\"font-variant:small-caps;\">Wisniewski, Lukasz</span> ; <span style=\"font-variant:small-caps;\">Trsek, Henning</span> ; <span style=\"font-variant:small-caps;\">Jasperneite, Jürgen</span>: Alignment of safety and security risk assessments for modular production systems. In: <i>Elektrotechnik und Informationstechnik : e &#38; i</i> Bd. 138, Springer (2021), Nr. 6, S. 454–461","chicago-de":"Ehrlich, Marco, Andre Bröring, Dimitri Harder, Torben Auhagen-Meyer, Philip Kleen, Lukasz Wisniewski, Henning Trsek und Jürgen Jasperneite. 2021. Alignment of safety and security risk assessments for modular production systems. <i>Elektrotechnik und Informationstechnik : e &#38; i</i> 138, Nr. 6: 454–461. doi:<a href=\"https://doi.org/10.1007/s00502-021-00927-9\">10.1007/s00502-021-00927-9</a>, .","short":"M. Ehrlich, A. Bröring, D. Harder, T. Auhagen-Meyer, P. Kleen, L. Wisniewski, H. Trsek, J. Jasperneite, Elektrotechnik Und Informationstechnik : E &#38; i 138 (2021) 454–461.","ama":"Ehrlich M, Bröring A, Harder D, et al. Alignment of safety and security risk assessments for modular production systems. <i>Elektrotechnik und Informationstechnik : e &#38; i</i>. 2021;138(6):454-461. doi:<a href=\"https://doi.org/10.1007/s00502-021-00927-9\">10.1007/s00502-021-00927-9</a>","ieee":"M. Ehrlich <i>et al.</i>, “Alignment of safety and security risk assessments for modular production systems,” <i>Elektrotechnik und Informationstechnik : e &#38; i</i>, vol. 138, no. 6, pp. 454–461, 2021, doi: <a href=\"https://doi.org/10.1007/s00502-021-00927-9\">10.1007/s00502-021-00927-9</a>."},"doi":"10.1007/s00502-021-00927-9","_id":"6932","type":"journal_article","user_id":"83781","intvolume":"       138","department":[{"_id":"DEP5019"},{"_id":"DEP5023"}],"issue":"6","abstract":[{"text":"n order to ensure the safety and security of industrial systems with regard to all life cycle phases from development through operation to disposal, specific regulatory and normative requirements are imposed. Due to the digitalization, interconnection, and constantly increasing complexity of manufacturing systems in the context of Industrie 4.0, the manual effort necessary to achieve the required safety and security is becoming ever greater and almost impossible to manage, especially for small and medium-sized enterprises. Therefore, this paper examines the existing challenges in this area in more detail and gives an outlook on the possible solutions to ensure safety and security much quicker and with less manual effort. The overall vision is a (partially) automated risk assessment of modular systems with respect to safety and security, including the alignment of the corresponding processes from both domains and the formalization of the information models needed.","lang":"eng"}],"publisher":"Springer","isi":"1","publication_status":"published"},{"type":"conference_editor_article","user_id":"83781","intvolume":"       130","_id":"12786","series_title":"Proceedings of machine learning research : PMLR ","publication_status":"published","department":[{"_id":"DEP5000"},{"_id":"DEP5023"}],"conference":{"name":"24th International Conference on Artificial Intelligence and Statistics (AISTATS)","location":"Virtual","end_date":"2021-04-15","start_date":"2021-04-13"},"abstract":[{"text":"One goal in Bayesian machine learning is to encode prior knowledge into prior distributions, to model data efficiently. We consider prior knowledge from systems of linear partial differential equations together with their boundary conditions. We construct multi-output Gaussian process priors with realizations in the solution set of such systems, in particular only such solutions can be represented by Gaussian process regression. The construction is fully algorithmic via Grobner bases and it does not employ any approximation. It builds these priors combining two parametrizations via a pullback: the first parametrizes the solutions for the system of differential equations and the second parametrizes all functions adhering to the boundary conditions.","lang":"eng"}],"quality_controlled":"1","publisher":"MLResearchPress ","date_created":"2025-04-14T13:58:16Z","publication_identifier":{"issn":["2640-3498"]},"publication":"24th International Conference on Artificial Intelligence and Statistics (AISTATS)","date_updated":"2025-06-26T13:42:36Z","editor":[{"last_name":"Banerjee","full_name":"Banerjee, A.","first_name":"A."},{"first_name":"K.","full_name":"Fukumizu, K.","last_name":"Fukumizu"}],"language":[{"iso":"eng"}],"keyword":["FUNCTIONAL REGRESSION","PREDICTION","ALGORITHMS","COMPLEXITY","MODELS"],"title":"Linearly Constrained Gaussian Processes with Boundary Conditions","volume":130,"citation":{"short":"M. Lange-Hegermann, Linearly Constrained Gaussian Processes with Boundary Conditions, MLResearchPress , 2021.","chicago-de":"Lange-Hegermann, Markus. 2021. <i>Linearly Constrained Gaussian Processes with Boundary Conditions</i>. Hg. von A. Banerjee und K. Fukumizu. <i>24th International Conference on Artificial Intelligence and Statistics (AISTATS)</i>. Bd. 130. Proceedings of machine learning research : PMLR . MLResearchPress .","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lange-Hegermann, Markus</span> ; <span style=\"font-variant:small-caps;\">Banerjee, A.</span> ; <span style=\"font-variant:small-caps;\">Fukumizu, K.</span> (Hrsg.): <i>Linearly Constrained Gaussian Processes with Boundary Conditions</i>, <i>Proceedings of machine learning research : PMLR </i>. Bd. 130 : MLResearchPress , 2021","van":"Lange-Hegermann M. Linearly Constrained Gaussian Processes with Boundary Conditions. Banerjee A, Fukumizu K, editors. 24th International Conference on Artificial Intelligence and Statistics (AISTATS). MLResearchPress ; 2021. (Proceedings of machine learning research : PMLR ; vol. 130).","ama":"Lange-Hegermann M. <i>Linearly Constrained Gaussian Processes with Boundary Conditions</i>. Vol 130. (Banerjee A, Fukumizu K, eds.). MLResearchPress ; 2021.","ufg":"<b>Lange-Hegermann, Markus</b>: Linearly Constrained Gaussian Processes with Boundary Conditions, Bd. 130, hg. von Banerjee, A./Fukumizu, K., o. O. 2021 (Proceedings of machine learning research : PMLR ).","havard":"M. Lange-Hegermann, Linearly Constrained Gaussian Processes with Boundary Conditions, MLResearchPress , 2021.","mla":"Lange-Hegermann, Markus. “Linearly Constrained Gaussian Processes with Boundary Conditions.” <i>24th International Conference on Artificial Intelligence and Statistics (AISTATS)</i>, edited by A. Banerjee and K. Fukumizu, vol. 130, MLResearchPress , 2021.","bjps":"<b>Lange-Hegermann M</b> (2021) <i>Linearly Constrained Gaussian Processes with Boundary Conditions</i>, Banerjee A and Fukumizu K (eds). MLResearchPress .","apa":"Lange-Hegermann, M. (2021). Linearly Constrained Gaussian Processes with Boundary Conditions. In A. Banerjee &#38; K. Fukumizu (Eds.), <i>24th International Conference on Artificial Intelligence and Statistics (AISTATS)</i> (Vol. 130). MLResearchPress .","ieee":"M. Lange-Hegermann, <i>Linearly Constrained Gaussian Processes with Boundary Conditions</i>, vol. 130. MLResearchPress , 2021.","chicago":"Lange-Hegermann, Markus. <i>Linearly Constrained Gaussian Processes with Boundary Conditions</i>. Edited by A. Banerjee and K. Fukumizu. <i>24th International Conference on Artificial Intelligence and Statistics (AISTATS)</i>. Vol. 130. Proceedings of Machine Learning Research : PMLR . MLResearchPress , 2021."},"year":"2021","author":[{"first_name":"Markus","id":"71761","full_name":"Lange-Hegermann, Markus","last_name":"Lange-Hegermann"}],"status":"public"},{"user_id":"83781","intvolume":"       181","type":"journal_article","doi":"10.1016/j.energy.2019.05.092","_id":"5435","publication_status":"published","isi":"1","quality_controlled":"1","publisher":"Elsevier","department":[{"_id":"DEP4023"},{"_id":"DEP4018"}],"conference":{"location":"Guimaraes, PORTUGAL","name":"31st International Conference on Efficiency, Cost, Optimization, Simulation, and Environmental Impact of Energy Systems (ECOS)","end_date":"2018-06-21","start_date":"2018-06-17"},"abstract":[{"lang":"eng","text":"Towards renewable energy systems, the coupling of multiple sectors is important and incorporates novel technologies where currently no models exist that correctly represent all transient effects. Therefore, we present a method that incorporates Hardware-in-the-Loop simulations where virtual components as models are coupled to real and experimental facilities in real time. By including experimental components, a higher validity can be obtained and the practical applicability of renewable energy scenario can be discussed more profoundly. In this paper, the considered energy system consists of an experimental biocatalytic methanation reactor, a real photovoltaic park, a regenerative fuel cell and short-term storage units to supply a residential district. A representative control sequence of the methanator is obtained by modeling the scenario as an optimal control problem. A first HIL simulation highlights that modifications of the instrumentation are required for a grid injection of the generated methane. The scientific approach can be applied to any energy system where some of the considered components are available as experimental or real facilities. Non-exisiting components are simply replaced by models. The presented approach helps to determine which parts or process parameters are crucial for the planed operation before the overall energy system is realized on a larger scale. (C) 2019 Elsevier Ltd. All rights reserved."}],"date_updated":"2025-06-25T07:48:53Z","date_created":"2021-04-08T07:42:48Z","publication":"Energy : the international journal","publication_identifier":{"issn":["0360-5442"],"eissn":["1873-6785"]},"language":[{"iso":"eng"}],"keyword":["Biological methanation","Energy management","HIL simulation","Optimization","Scalable models"],"volume":181,"citation":{"ieee":"M. Griese, M. P. Hoffrath, T. Broeker, T. Schulte, and J. Schneider, “Hardware-in-the-Loop simulation of an optimized energy management incorporating an experimental biocatalytic methanation reactor,” <i>Energy : the international journal</i>, vol. 181, pp. 77–90, 2019, doi: <a href=\"https://doi.org/10.1016/j.energy.2019.05.092\">10.1016/j.energy.2019.05.092</a>.","apa":"Griese, M., Hoffrath, M. P., Broeker, T., Schulte, T., &#38; Schneider, J. (2019). Hardware-in-the-Loop simulation of an optimized energy management incorporating an experimental biocatalytic methanation reactor. <i>Energy : The International Journal</i>, <i>181</i>, 77–90. <a href=\"https://doi.org/10.1016/j.energy.2019.05.092\">https://doi.org/10.1016/j.energy.2019.05.092</a>","chicago":"Griese, Martin, Marc Philippe Hoffrath, Timo Broeker, Thomas Schulte, and Jan Schneider. “Hardware-in-the-Loop Simulation of an Optimized Energy Management Incorporating an Experimental Biocatalytic Methanation Reactor.” <i>Energy : The International Journal</i> 181 (2019): 77–90. <a href=\"https://doi.org/10.1016/j.energy.2019.05.092\">https://doi.org/10.1016/j.energy.2019.05.092</a>.","ama":"Griese M, Hoffrath MP, Broeker T, Schulte T, Schneider J. Hardware-in-the-Loop simulation of an optimized energy management incorporating an experimental biocatalytic methanation reactor. <i>Energy : the international journal</i>. 2019;181:77-90. doi:<a href=\"https://doi.org/10.1016/j.energy.2019.05.092\">10.1016/j.energy.2019.05.092</a>","van":"Griese M, Hoffrath MP, Broeker T, Schulte T, Schneider J. Hardware-in-the-Loop simulation of an optimized energy management incorporating an experimental biocatalytic methanation reactor. Energy : the international journal. 2019;181:77–90.","havard":"M. Griese, M.P. Hoffrath, T. Broeker, T. Schulte, J. Schneider, Hardware-in-the-Loop simulation of an optimized energy management incorporating an experimental biocatalytic methanation reactor, Energy : The International Journal. 181 (2019) 77–90.","mla":"Griese, Martin, et al. “Hardware-in-the-Loop Simulation of an Optimized Energy Management Incorporating an Experimental Biocatalytic Methanation Reactor.” <i>Energy : The International Journal</i>, vol. 181, 2019, pp. 77–90, <a href=\"https://doi.org/10.1016/j.energy.2019.05.092\">https://doi.org/10.1016/j.energy.2019.05.092</a>.","bjps":"<b>Griese M <i>et al.</i></b> (2019) Hardware-in-the-Loop Simulation of an Optimized Energy Management Incorporating an Experimental Biocatalytic Methanation Reactor. <i>Energy : the international journal</i> <b>181</b>, 77–90.","ufg":"<b>Griese, Martin u. a.</b>: Hardware-in-the-Loop simulation of an optimized energy management incorporating an experimental biocatalytic methanation reactor, in: <i>Energy : the international journal</i> 181 (2019),  S. 77–90.","short":"M. Griese, M.P. Hoffrath, T. Broeker, T. Schulte, J. Schneider, Energy : The International Journal 181 (2019) 77–90.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Griese, Martin</span> ; <span style=\"font-variant:small-caps;\">Hoffrath, Marc Philippe</span> ; <span style=\"font-variant:small-caps;\">Broeker, Timo</span> ; <span style=\"font-variant:small-caps;\">Schulte, Thomas</span> ; <span style=\"font-variant:small-caps;\">Schneider, Jan</span>: Hardware-in-the-Loop simulation of an optimized energy management incorporating an experimental biocatalytic methanation reactor. In: <i>Energy : the international journal</i> Bd. 181, Elsevier (2019), S. 77–90","chicago-de":"Griese, Martin, Marc Philippe Hoffrath, Timo Broeker, Thomas Schulte und Jan Schneider. 2019. Hardware-in-the-Loop simulation of an optimized energy management incorporating an experimental biocatalytic methanation reactor. <i>Energy : the international journal</i> 181: 77–90. doi:<a href=\"https://doi.org/10.1016/j.energy.2019.05.092\">10.1016/j.energy.2019.05.092</a>, ."},"title":"Hardware-in-the-Loop simulation of an optimized energy management incorporating an experimental biocatalytic methanation reactor","page":"77 - 90","status":"public","author":[{"id":"52308","last_name":"Griese","full_name":"Griese, Martin","first_name":"Martin"},{"full_name":"Hoffrath, Marc Philippe","last_name":"Hoffrath","first_name":"Marc Philippe"},{"full_name":"Broeker, Timo","first_name":"Timo","last_name":"Broeker","id":"43927"},{"full_name":"Schulte, Thomas","first_name":"Thomas","id":"46242","last_name":"Schulte"},{"last_name":"Schneider","full_name":"Schneider, Jan","id":"13209","first_name":"Jan","orcid":"0000-0001-6401-8873"}],"year":"2019","external_id":{"isi":["000476965900009"]}},{"publication_status":"published","publisher":"ACM","abstract":[{"text":"The mechanical engineering and related industries are increasingly being dominated by information and communication technology, leading to the development of cyber-physical systems. However, these systems have to be seen from a broader angle, incorporating several other environmental factors such as the organizational structure or human factors. For this reason, the technology cannot be seen as solitary system, but should rather be included in the context of a scenario of work 4.0. These scenarios can help to classify new technologies, their advantages and constraints in order to provide guidance for the digital development of organizations. While several frameworks have been proposed in terms of technological guidance, most of them focus heavily on technology, neglecting their organizational- and human factors. In order to form a uniform understanding of the construct of industry 4.0, we developed an instrument for rating scenarios of work 4.0 on the relevant dimensions 'technology', 'human' and 'organization'. This paper describes the chosen relevant criteria including possible constraints we encountered. Future work on this topic will include the creation of profiles of scenarios of work 4.0, further validation of the criteria.","lang":"eng"}],"conference":{"location":"Corfu, Greece","name":"11th ACM International Conference on PErvasive Technologies Related to Assistive Environments  ; PETRA 2018 ","start_date":"2018-06-26","end_date":"2018-06-29"},"department":[{"_id":"DEP5023"}],"user_id":"15514","type":"conference","doi":"10.1145/3197768.3201566","_id":"4326","place":"New York","citation":{"van":"Jenderny S, Foullois M, Kato-Beiderwieden A-L, Bansmann M, Wöste L, Lamß J, et al. Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria. In: Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’18) ACM, New York, NY, USA, pp 319 - 326. New York: ACM; 2018. p. 319–326.","ama":"Jenderny S, Foullois M, Kato-Beiderwieden A-L, et al. Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria. In: <i>Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’18). ACM, New York, NY, USA, Pp. 319 - 326</i>. New York: ACM; 2018:319–326. doi:<a href=\"https://doi.org/10.1145/3197768.3201566\">10.1145/3197768.3201566</a>","ufg":"<b>Jenderny, Sascha et. al. (2018)</b>: Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria, in: <i>Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’18). ACM, New York, NY, USA, pp. 319 - 326</i>, New York, S. 319–326.","bjps":"<b>Jenderny S <i>et al.</i></b> (2018) Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria. <i>Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’18). ACM, New York, NY, USA, Pp. 319 - 326</i>. New York: ACM, pp. 319–326.","havard":"S. Jenderny, M. Foullois, A.-L. Kato-Beiderwieden, M. Bansmann, L. Wöste, J. Lamß, G.W. Maier, C. Röcker, Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria, in: Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’18). ACM, New York, NY, USA, Pp. 319 - 326, ACM, New York, 2018: pp. 319–326.","mla":"Jenderny, Sascha, et al. “Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria.” <i>Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’18). ACM, New York, NY, USA, Pp. 319 - 326</i>, ACM, 2018, pp. 319–326, doi:<a href=\"https://doi.org/10.1145/3197768.3201566\">10.1145/3197768.3201566</a>.","apa":"Jenderny, S., Foullois, M., Kato-Beiderwieden, A.-L., Bansmann, M., Wöste, L., Lamß, J., … Röcker, C. (2018). Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria. In <i>Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’18). ACM, New York, NY, USA, pp. 319 - 326</i> (pp. 319–326). New York: ACM. <a href=\"https://doi.org/10.1145/3197768.3201566\">https://doi.org/10.1145/3197768.3201566</a>","ieee":"S. Jenderny <i>et al.</i>, “Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria,” in <i>Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’18). ACM, New York, NY, USA, pp. 319 - 326</i>, Corfu, Greece, 2018, pp. 319–326.","chicago":"Jenderny, Sascha, Marc Foullois, Anna-Lena Kato-Beiderwieden, Michael Bansmann, Lars Wöste, Josefine Lamß, Günter W. Maier, and Carsten Röcker. “Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria.” In <i>Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’18). ACM, New York, NY, USA, Pp. 319 - 326</i>, 319–326. New York: ACM, 2018. <a href=\"https://doi.org/10.1145/3197768.3201566\">https://doi.org/10.1145/3197768.3201566</a>.","short":"S. Jenderny, M. Foullois, A.-L. Kato-Beiderwieden, M. Bansmann, L. Wöste, J. Lamß, G.W. Maier, C. Röcker, in: Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’18). ACM, New York, NY, USA, Pp. 319 - 326, ACM, New York, 2018, pp. 319–326.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Jenderny, Sascha</span> ; <span style=\"font-variant:small-caps;\">Foullois, Marc</span> ; <span style=\"font-variant:small-caps;\">Kato-Beiderwieden, Anna-Lena</span> ; <span style=\"font-variant:small-caps;\">Bansmann, Michael</span> ; <span style=\"font-variant:small-caps;\">Wöste, Lars</span> ; <span style=\"font-variant:small-caps;\">Lamß, Josefine</span> ; <span style=\"font-variant:small-caps;\">Maier, Günter W.</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span>: Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria. In: <i>Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’18). ACM, New York, NY, USA, pp. 319 - 326</i>. New York : ACM, 2018, S. 319–326","chicago-de":"Jenderny, Sascha, Marc Foullois, Anna-Lena Kato-Beiderwieden, Michael Bansmann, Lars Wöste, Josefine Lamß, Günter W. Maier und Carsten Röcker. 2018. Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria. In: <i>Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’18). ACM, New York, NY, USA, pp. 319 - 326</i>, 319–326. New York: ACM. doi:<a href=\"https://doi.org/10.1145/3197768.3201566,\">10.1145/3197768.3201566,</a> ."},"title":"Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria","page":"319–326","status":"public","main_file_link":[{"open_access":"1"}],"author":[{"first_name":"Sascha","full_name":"Jenderny, Sascha","last_name":"Jenderny"},{"full_name":"Foullois, Marc","last_name":"Foullois","first_name":"Marc"},{"last_name":"Kato-Beiderwieden","full_name":"Kato-Beiderwieden, Anna-Lena","first_name":"Anna-Lena"},{"full_name":"Bansmann, Michael","first_name":"Michael","last_name":"Bansmann"},{"last_name":"Wöste","first_name":"Lars","full_name":"Wöste, Lars"},{"last_name":"Lamß","first_name":"Josefine","full_name":"Lamß, Josefine"},{"full_name":"Maier, Günter W.","last_name":"Maier","first_name":"Günter W."},{"last_name":"Röcker","id":"61525","full_name":"Röcker, Carsten","first_name":"Carsten"}],"year":2018,"date_updated":"2023-03-15T13:49:52Z","date_created":"2021-01-08T08:26:28Z","publication":"Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'18). ACM, New York, NY, USA, pp. 319 - 326","publication_identifier":{"isbn":["978-1-4503-6390-7"]},"language":[{"iso":"eng"}],"keyword":["Human-centered computing","Human computer interaction (HCI)","HCI theory","concepts and models"],"oa":"1"},{"citation":{"short":"D. Lang, P. Wunderlich, M. Heinz, L. Wisniewski, J. Jasperneite, O. Niggemann, C. Röcker, in: 14th IEEE International Workshop on Factory Communication Systems (WFCS), IEEE, Piscataway, NJ, 2018.","chicago-de":"Lang, Dorota, Paul Wunderlich, Mario Heinz, Lukasz Wisniewski, Jürgen Jasperneite, Oliver Niggemann und Carsten Röcker. 2018. Assistance System to Support Troubleshooting of Complex Industrial Systems. In: <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE. doi:<a href=\"https://doi.org/10.1109/WFCS.2018.8402380,\">10.1109/WFCS.2018.8402380,</a> .","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lang, Dorota</span> ; <span style=\"font-variant:small-caps;\">Wunderlich, Paul</span> ; <span style=\"font-variant:small-caps;\">Heinz, Mario</span> ; <span style=\"font-variant:small-caps;\">Wisniewski, Lukasz</span> ; <span style=\"font-variant:small-caps;\">Jasperneite, Jürgen</span> ; <span style=\"font-variant:small-caps;\">Niggemann, Oliver</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span>: Assistance System to Support Troubleshooting of Complex Industrial Systems. In: <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ : IEEE, 2018","van":"Lang D, Wunderlich P, Heinz M, Wisniewski L, Jasperneite J, Niggemann O, et al. Assistance System to Support Troubleshooting of Complex Industrial Systems. In: 14th IEEE International Workshop on Factory Communication Systems (WFCS). Piscataway, NJ: IEEE; 2018.","mla":"Lang, Dorota, et al. “Assistance System to Support Troubleshooting of Complex Industrial Systems.” <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>, IEEE, 2018, doi:<a href=\"https://doi.org/10.1109/WFCS.2018.8402380\">10.1109/WFCS.2018.8402380</a>.","bjps":"<b>Lang D <i>et al.</i></b> (2018) Assistance System to Support Troubleshooting of Complex Industrial Systems. <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE.","havard":"D. Lang, P. Wunderlich, M. Heinz, L. Wisniewski, J. Jasperneite, O. Niggemann, C. Röcker, Assistance System to Support Troubleshooting of Complex Industrial Systems, in: 14th IEEE International Workshop on Factory Communication Systems (WFCS), IEEE, Piscataway, NJ, 2018.","ufg":"<b>Lang, Dorota et. al. (2018)</b>: Assistance System to Support Troubleshooting of Complex Industrial Systems, in: <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>, Piscataway, NJ.","apa":"Lang, D., Wunderlich, P., Heinz, M., Wisniewski, L., Jasperneite, J., Niggemann, O., &#38; Röcker, C. (2018). Assistance System to Support Troubleshooting of Complex Industrial Systems. In <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE. <a href=\"https://doi.org/10.1109/WFCS.2018.8402380\">https://doi.org/10.1109/WFCS.2018.8402380</a>","chicago":"Lang, Dorota, Paul Wunderlich, Mario Heinz, Lukasz Wisniewski, Jürgen Jasperneite, Oliver Niggemann, and Carsten Röcker. “Assistance System to Support Troubleshooting of Complex Industrial Systems.” In <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE, 2018. <a href=\"https://doi.org/10.1109/WFCS.2018.8402380\">https://doi.org/10.1109/WFCS.2018.8402380</a>.","ama":"Lang D, Wunderlich P, Heinz M, et al. Assistance System to Support Troubleshooting of Complex Industrial Systems. In: <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE; 2018. doi:<a href=\"https://doi.org/10.1109/WFCS.2018.8402380\">10.1109/WFCS.2018.8402380</a>","ieee":"D. Lang <i>et al.</i>, “Assistance System to Support Troubleshooting of Complex Industrial Systems,” in <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>, Imperia, Italy , 2018."},"title":"Assistance System to Support Troubleshooting of Complex Industrial Systems","status":"public","author":[{"last_name":"Lang","id":"68941","full_name":"Lang, Dorota","first_name":"Dorota"},{"full_name":"Wunderlich, Paul","last_name":"Wunderlich","first_name":"Paul","id":"52317"},{"first_name":"Mario","id":"68913","full_name":"Heinz, Mario","last_name":"Heinz"},{"last_name":"Wisniewski","first_name":"Lukasz","full_name":"Wisniewski, Lukasz","id":"1710"},{"full_name":"Jasperneite, Jürgen","first_name":"Jürgen","id":"1899","last_name":"Jasperneite"},{"full_name":"Niggemann, Oliver","first_name":"Oliver","id":"10876","last_name":"Niggemann"},{"id":"61525","full_name":"Röcker, Carsten","first_name":"Carsten","last_name":"Röcker"}],"main_file_link":[{"open_access":"1"}],"year":2018,"date_updated":"2023-03-15T13:49:52Z","date_created":"2021-01-08T08:26:30Z","publication_identifier":{"eisbn":["978-1-5386-1066-4"]},"publication":"14th IEEE International Workshop on Factory Communication Systems (WFCS)","language":[{"iso":"eng"}],"keyword":["Maintenance engineering","Adaptation models","Machine learning","Data models","Standards","Software","Bayes methods"],"oa":"1","publication_status":"published","publisher":"IEEE","abstract":[{"lang":"eng","text":"In ever changing world, the industrial systems become more and more complex. Machine feedback in the form of alarms and notifications, due to its growing volume, becomes overwhelming for the operator. In addition, expectations in relation to system availability are growing as well. Therefore, there exists strong need for new solutions guaranteeing fast troubleshooting of problems that arise during system operation. The approach proposed in this study uses advantages of the Asset Administration Shell, machine learning, and human-machine interaction in order to create the assistance system which holistically addresses the issue of troubleshooting complex industrial systems."}],"conference":{"name":"14th IEEE International Workshop on Factory Communication Systems (WFCS)","location":"Imperia, Italy ","start_date":"2018-06-13","end_date":"2018-06-15"},"department":[{"_id":"DEP5023"},{"_id":"DEP5019"}],"user_id":"45673","type":"conference","doi":"10.1109/WFCS.2018.8402380","_id":"4327","place":"Piscataway, NJ"},{"_id":"4495","doi":"10.5281/zenodo.1078965","place":"[S.l.]","intvolume":"        41","user_id":"15514","type":"conference","publisher":"World Academy of Science, Engineering and Technology, WASET","abstract":[{"lang":"eng","text":"This paper illustrates why existing technology acceptance models are only of limited use for predicting and explaining the adoption of future information and communication technologies. It starts with a general overview over technology adoption processes, and presents several theories for the acceptance as well as adoption of traditional information technologies. This is followed by an overview over the recent developments in the area of information and communication technologies. Based on the arguments elaborated in these sections, it is shown why the factors used to predict adoption in existing systems, will not be sufficient for explaining the adoption of future information and communication technologies."}],"issue":"5","conference":{"start_date":"2010-05-26","end_date":"2010-05-28","name":" International Conference on Intelligent Systems (ICIS'10)","location":"Tokyo, Japan"},"department":[{"_id":"DEP5023"}],"publication_status":"published","series_title":" International Journal of Information and Communication Engineering","keyword":["Technology Diffusion","Technology Acceptance Models","Ambient Intelligence","Ubiquitous and Pervasive Computing"],"language":[{"iso":"eng"}],"date_updated":"2023-03-15T13:49:53Z","publication":"Proceedings of the International Conference on Intelligent Systems (ICIS'10), Part 1","publication_identifier":{"eissn":["1307-6892"],"eisbn":["978-0-615-41898-8"]},"date_created":"2021-01-21T09:21:28Z","status":"public","page":"490 - 496","author":[{"full_name":"Röcker, Carsten","id":"61525","last_name":"Röcker","first_name":"Carsten"}],"year":2010,"citation":{"short":"C. Röcker, in: Proceedings of the International Conference on Intelligent Systems (ICIS’10), Part 1, World Academy of Science, Engineering and Technology, WASET, [S.l.], 2010, pp. 490–496.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Röcker, Carsten</span>: Why Traditional Technology Acceptance Models Won’t Work With Future Information Technologies. In: <i>Proceedings of the International Conference on Intelligent Systems (ICIS’10), Part 1</i>, <i> International Journal of Information and Communication Engineering</i>. Bd. 41. [S.l.] : World Academy of Science, Engineering and Technology, WASET, 2010, S. 490–496","chicago-de":"Röcker, Carsten. 2010. Why Traditional Technology Acceptance Models Won’t Work With Future Information Technologies. In: <i>Proceedings of the International Conference on Intelligent Systems (ICIS’10), Part 1</i>, 41:490–496.  International Journal of Information and Communication Engineering. [S.l.]: World Academy of Science, Engineering and Technology, WASET. doi:<a href=\"https://doi.org/10.5281/zenodo.1078965,\">10.5281/zenodo.1078965,</a> .","apa":"Röcker, C. (2010). Why Traditional Technology Acceptance Models Won’t Work With Future Information Technologies. In <i>Proceedings of the International Conference on Intelligent Systems (ICIS’10), Part 1</i> (Vol. 41, pp. 490–496). [S.l.]: World Academy of Science, Engineering and Technology, WASET. <a href=\"https://doi.org/10.5281/zenodo.1078965\">https://doi.org/10.5281/zenodo.1078965</a>","chicago":"Röcker, Carsten. “Why Traditional Technology Acceptance Models Won’t Work With Future Information Technologies.” In <i>Proceedings of the International Conference on Intelligent Systems (ICIS’10), Part 1</i>, 41:490–96.  International Journal of Information and Communication Engineering. [S.l.]: World Academy of Science, Engineering and Technology, WASET, 2010. <a href=\"https://doi.org/10.5281/zenodo.1078965\">https://doi.org/10.5281/zenodo.1078965</a>.","van":"Röcker C. Why Traditional Technology Acceptance Models Won’t Work With Future Information Technologies. In: Proceedings of the International Conference on Intelligent Systems (ICIS’10), Part 1. [S.l.]: World Academy of Science, Engineering and Technology, WASET; 2010. p. 490–6. ( International Journal of Information and Communication Engineering; vol. 41).","ufg":"<b>Röcker, Carsten (2010)</b>: Why Traditional Technology Acceptance Models Won’t Work With Future Information Technologies, in: <i>Proceedings of the International Conference on Intelligent Systems (ICIS’10), Part 1</i> (=<i> International Journal of Information and Communication Engineering 41</i>), [S.l.], S. 490–496.","bjps":"<b>Röcker C</b> (2010) Why Traditional Technology Acceptance Models Won’t Work With Future Information Technologies. <i>Proceedings of the International Conference on Intelligent Systems (ICIS’10), Part 1</i>, vol. 41. [S.l.]: World Academy of Science, Engineering and Technology, WASET, pp. 490–496.","mla":"Röcker, Carsten. “Why Traditional Technology Acceptance Models Won’t Work With Future Information Technologies.” <i>Proceedings of the International Conference on Intelligent Systems (ICIS’10), Part 1</i>, vol. 41, no. 5, World Academy of Science, Engineering and Technology, WASET, 2010, pp. 490–96, doi:<a href=\"https://doi.org/10.5281/zenodo.1078965\">10.5281/zenodo.1078965</a>.","havard":"C. Röcker, Why Traditional Technology Acceptance Models Won’t Work With Future Information Technologies, in: Proceedings of the International Conference on Intelligent Systems (ICIS’10), Part 1, World Academy of Science, Engineering and Technology, WASET, [S.l.], 2010: pp. 490–496.","ieee":"C. Röcker, “Why Traditional Technology Acceptance Models Won’t Work With Future Information Technologies,” in <i>Proceedings of the International Conference on Intelligent Systems (ICIS’10), Part 1</i>, Tokyo, Japan, 2010, vol. 41, no. 5, pp. 490–496.","ama":"Röcker C. Why Traditional Technology Acceptance Models Won’t Work With Future Information Technologies. In: <i>Proceedings of the International Conference on Intelligent Systems (ICIS’10), Part 1</i>. Vol 41.  International Journal of Information and Communication Engineering. [S.l.]: World Academy of Science, Engineering and Technology, WASET; 2010:490-496. doi:<a href=\"https://doi.org/10.5281/zenodo.1078965\">10.5281/zenodo.1078965</a>"},"volume":41,"title":"Why Traditional Technology Acceptance Models Won't Work With Future Information Technologies","extern":"1"}]