[{"file":[{"date_created":"2024-03-14T11:32:13Z","creator":"fgrumbach1","success":1,"relation":"main_file","date_updated":"2024-03-14T11:32:13Z","file_size":7859995,"content_type":"application/pdf","file_id":"4393","access_level":"open_access","file_name":"Diss_FGrumbach_2024_Final.pdf"}],"publication_identifier":{"eisbn":["978-3-96057-174-2"]},"author":[{"orcid":"0000-0001-6348-7897","id":"243801","full_name":"Grumbach, Felix","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6348-7897/work/156390666","first_name":"Felix","last_name":"Grumbach"}],"doi":"10.25673/115290","citation":{"alphadin":"Grumbach, Felix: Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]. Bernburg : Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024","chicago":"Grumbach, Felix. Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024. https://doi.org/10.25673/115290.","bibtex":"@book{Grumbach_2024, place={Bernburg}, title={Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]}, DOI={10.25673/115290}, publisher={Universitäts- und Landesbibliothek Sachsen-Anhalt}, author={Grumbach, Felix}, year={2024} }","ieee":"F. Grumbach, Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024.","apa":"Grumbach, F. (2024). Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt. https://doi.org/10.25673/115290","short":"F. Grumbach, Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation], Universitäts- und Landesbibliothek Sachsen-Anhalt, Bernburg, 2024.","mla":"Grumbach, Felix. Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]. Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024, doi:10.25673/115290.","ama":"Grumbach F. Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt; 2024. doi:10.25673/115290"},"language":[{"iso":"ger"}],"abstract":[{"lang":"eng","text":"Current solutions for holistic and real-time planning of dynamic manufacturing processes are reaching their limits. This is particularly applicable to complex sociotechnical production environments with flexible material flows as well as undetermined events and fluctuations. Methods of optimization under uncertainty are very computationally intensive and crucial interactions with the real world are insufficiently considered. This lack of field synchronicity reduces the quality of production schedules, leads to manual efforts firefighting), and has a negative impact on the logistical performance. The present work is based on four journal articles that demonstrate novel methods and models for improving field-synchronous scheduling. Through the combination of instruments from operations research and machine learning, generic and predictive algorithms are developed to improve the efficiency and effectiveness of planning procedures. The findings suggest that regression models can replace computation-heavy stochastic simulations in obtaining robustness metrics. Additionally, using reinforcement learning, uncertainty-robust and realistic production schedules for human-centered manufacturing can be generated in a short time. For this purpose, discrete simulation models are used, which are data-driven initialized based on a general control logic. The algorithms can be integrated into a virtual factory, which serves as a digital representation of the real world and is the basis for smart and field-synchronous scheduling systems. In this context, a prototype distributed system for the planning of dynamic manufacturing processes can be presented, which is being tested by industry research partners and further developed in collaboration. Beyond the publications, further research needs can be derived. In order to ensure the transferability of the methods, they need to be evaluated in the context of additional and more comprehensive environments. From a scientific and practical perspective, it is a crucial challenge to develop holistic and proactive scheduling systems that orchestrate a comprehensive set of data-driven analysis and decision-making processes. In this regard, the presented methods and models need to be further developed and integrated into a generic overall concept. The work identifies four focus areas that future research should address in an interdisciplinary manner: (1) Generic simulation models, (2) Human-centered optimization, (3) Field-synchronous scheduling, and (4) System development and rollout."}],"status":"public","file_date_updated":"2024-03-14T11:32:13Z","title":"Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]","date_created":"2024-03-14T11:32:15Z","supervisor":[{"last_name":"Trojahn","first_name":"Sebastian","full_name":"Trojahn, Sebastian"}],"urn":"urn:nbn:de:hbz:bi10-43927","_id":"4392","publication_status":"published","has_accepted_license":"1","user_id":"237837","publisher":"Universitäts- und Landesbibliothek Sachsen-Anhalt","date_updated":"2024-03-27T14:10:49Z","keyword":["Produktionsplanung und -steuerung","Operations Research","Machine Learning","Reinforcement Learning"],"year":"2024","place":"Bernburg","main_file_link":[{"url":"http://dx.doi.org/10.25673/115290","open_access":"1"}],"oa":"1","type":"dissertation","tmp":{"name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","image":"/images/cc_by.png"}},{"author":[{"id":"231110","last_name":"Eisfeld","full_name":"Eisfeld, Michael","first_name":"Michael"}],"user_id":"231110","publisher":"Beuth","language":[{"iso":"ger"}],"date_updated":"2024-03-27T10:34:32Z","citation":{"ieee":"M. Eisfeld, BIM - Einstieg kompakt für Tragwerksplaner. Beuth.","bibtex":"@book{Eisfeld, title={BIM - Einstieg kompakt für Tragwerksplaner}, publisher={Beuth}, author={Eisfeld, Michael} }","chicago":"Eisfeld, Michael. BIM - Einstieg kompakt für Tragwerksplaner. Beuth, n.d.","alphadin":"Eisfeld, Michael: BIM - Einstieg kompakt für Tragwerksplaner : Beuth","ama":"Eisfeld M. BIM - Einstieg kompakt für Tragwerksplaner. Beuth","mla":"Eisfeld, Michael. BIM - Einstieg kompakt für Tragwerksplaner. Beuth.","short":"M. Eisfeld, BIM - Einstieg kompakt für Tragwerksplaner, Beuth, n.d.","apa":"Eisfeld, M. (n.d.). BIM - Einstieg kompakt für Tragwerksplaner. Beuth."},"year":"2024","status":"public","_id":"4434","publication_status":"submitted","type":"book","title":"BIM - Einstieg kompakt für Tragwerksplaner","date_created":"2024-03-27T09:42:53Z"},{"language":[{"iso":"eng"}],"citation":{"apa":"Hamilton, K., Phipps, D. J., Schmidt, P., Bamberg, S., & Ajzen, I. (2024). First test of the theory of reasoned goal pursuit: predicting physical activity. Psychology & Health, 39(1), 24–41. https://doi.org/10.1080/08870446.2022.2026946","short":"K. Hamilton, D.J. Phipps, P. Schmidt, S. Bamberg, I. Ajzen, Psychology & Health 39 (2024) 24–41.","mla":"Hamilton, K., et al. “First Test of the Theory of Reasoned Goal Pursuit: Predicting Physical Activity.” Psychology & Health, vol. 39, no. 1, Informa UK Limited, 2024, pp. 24–41, doi:10.1080/08870446.2022.2026946.","ama":"Hamilton K, Phipps DJ, Schmidt P, Bamberg S, Ajzen I. First test of the theory of reasoned goal pursuit: predicting physical activity. Psychology & Health. 2024;39(1):24-41. doi:10.1080/08870446.2022.2026946","alphadin":"Hamilton, K. ; Phipps, D. J. ; Schmidt, P. ; Bamberg, Sebastian ; Ajzen, I.: First test of the theory of reasoned goal pursuit: predicting physical activity. In: Psychology & Health Bd. 39, Informa UK Limited (2024), Nr. 1, S. 24–41","chicago":"Hamilton, K., D. J. Phipps, P. Schmidt, Sebastian Bamberg, and I. Ajzen. “First Test of the Theory of Reasoned Goal Pursuit: Predicting Physical Activity.” Psychology & Health 39, no. 1 (2024): 24–41. https://doi.org/10.1080/08870446.2022.2026946.","bibtex":"@article{Hamilton_Phipps_Schmidt_Bamberg_Ajzen_2024, title={First test of the theory of reasoned goal pursuit: predicting physical activity}, volume={39}, DOI={10.1080/08870446.2022.2026946}, number={1}, journal={Psychology & Health}, publisher={Informa UK Limited}, author={Hamilton, K. and Phipps, D. J. and Schmidt, P. and Bamberg, Sebastian and Ajzen, I.}, year={2024}, pages={24–41} }","ieee":"K. Hamilton, D. J. Phipps, P. Schmidt, S. Bamberg, and I. Ajzen, “First test of the theory of reasoned goal pursuit: predicting physical activity,” Psychology & Health, vol. 39, no. 1, pp. 24–41, 2024."},"doi":"10.1080/08870446.2022.2026946","author":[{"last_name":"Hamilton","first_name":"K.","full_name":"Hamilton, K."},{"first_name":"D. J.","full_name":"Phipps, D. J.","last_name":"Phipps"},{"full_name":"Schmidt, P.","first_name":"P.","last_name":"Schmidt"},{"full_name":"Bamberg, Sebastian","first_name":"Sebastian","last_name":"Bamberg","orcid":"0000-0003-1541-9616","id":"202383"},{"last_name":"Ajzen","full_name":"Ajzen, I.","first_name":"I."}],"publication_identifier":{"eissn":["1476-8321"],"issn":["0887-0446"]},"page":"24-41","_id":"4403","publication_status":"published","title":"First test of the theory of reasoned goal pursuit: predicting physical activity","date_created":"2024-03-21T17:55:11Z","status":"public","date_updated":"2024-03-23T11:58:00Z","issue":"1","publication":"Psychology & Health","user_id":"220548","volume":39,"publisher":"Informa UK Limited","type":"journal_article","intvolume":" 39","year":"2024"},{"date_updated":"2024-03-21T11:01:02Z","publication":"57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024","user_id":"220548","type":"conference","year":"2024","language":[{"iso":"eng"}],"citation":{"alphadin":"Behrens, Grit ; Karaztas, Kostans ; Orlowski, Cezary : Business Intelligence Fog IoT node development model for Big Data processing of air quality in scientific partnerships. In: Bui, T. X. ; ScholarSpace (Hrsg.): 57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024, dblp computer science bibliography, 2024, S. 288–297","chicago":"Behrens, Grit, Kostans Karaztas, and Cezary Orlowski. “Business Intelligence Fog IoT Node Development Model for Big Data Processing of Air Quality in Scientific Partnerships.” In 57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024, edited by Tung X. Bui and ScholarSpace, 288–97. Dblp Computer Science Bibliography, 2024. https://doi.org/10125/106409.","bibtex":"@inproceedings{Behrens_Karaztas_Orlowski_2024, series={dblp computer science bibliography}, title={Business Intelligence Fog IoT node development model for Big Data processing of air quality in scientific partnerships}, DOI={10125/106409}, booktitle={57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024}, author={Behrens, Grit and Karaztas, Kostans and Orlowski, Cezary }, editor={Bui, Tung X. and ScholarSpaceEditors}, year={2024}, pages={288–297}, collection={dblp computer science bibliography} }","ieee":"G. Behrens, K. Karaztas, and C. Orlowski, “Business Intelligence Fog IoT node development model for Big Data processing of air quality in scientific partnerships,” in 57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, 2024, pp. 288–297.","short":"G. Behrens, K. Karaztas, C. Orlowski, in: T.X. Bui, ScholarSpace (Eds.), 57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024, 2024, pp. 288–297.","apa":"Behrens, G., Karaztas, K., & Orlowski, C. (2024). Business Intelligence Fog IoT node development model for Big Data processing of air quality in scientific partnerships. In T. X. Bui & ScholarSpace (Eds.), 57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024 (pp. 288–297). Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA. https://doi.org/10125/106409","mla":"Behrens, Grit, et al. “Business Intelligence Fog IoT Node Development Model for Big Data Processing of Air Quality in Scientific Partnerships.” 57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024, edited by Tung X. Bui and ScholarSpace, 2024, pp. 288–97, doi:10125/106409.","ama":"Behrens G, Karaztas K, Orlowski C. Business Intelligence Fog IoT node development model for Big Data processing of air quality in scientific partnerships. In: Bui TX, ScholarSpace, eds. 57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024. dblp computer science bibliography. ; 2024:288-297. doi:10125/106409"},"doi":"10125/106409","author":[{"orcid":"0009-0009-0247-8204","id":"207629","last_name":"Behrens","full_name":"Behrens, Grit","first_name":"Grit"},{"full_name":"Karaztas, Kostans ","first_name":"Kostans ","last_name":"Karaztas"},{"last_name":"Orlowski","first_name":"Cezary ","full_name":"Orlowski, Cezary "}],"publication_identifier":{"isbn":["978-0-9981331-7-1"]},"page":"288-297","corporate_editor":["ScholarSpace"],"department":[{"_id":"102"}],"series_title":"dblp computer science bibliography","publication_status":"published","_id":"4395","title":"Business Intelligence Fog IoT node development model for Big Data processing of air quality in scientific partnerships","date_created":"2024-03-18T17:25:30Z","project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"conference":{"end_date":"2024-01-06","location":"Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA","name":"57th Hawaii International Conference on System Sciences","start_date":"2024-01-03"},"editor":[{"last_name":"Bui","full_name":"Bui, Tung X. ","first_name":"Tung X. "}],"status":"public"},{"language":[{"iso":"eng"}],"doi":"10.1007/978-3-031-46902-2_2","citation":{"short":"C. Orlowski, G. Behrens, K. Karatzas, in: V. Wohlgemuth, D. Kranzlmüller, M. Höb (Eds.), Advances and New Trends in Environmental Informatics 2023. Sustainable Digital Society, Springer Nature Switzerland, Cham, 2024, pp. 21–37.","apa":"Orlowski, C., Behrens, G., & Karatzas, K. (2024). Commonalities and Differences in ML-Pipelines for Air Quality Systems. In V. Wohlgemuth, D. Kranzlmüller, & M. Höb (Eds.), Advances and New Trends in Environmental Informatics 2023. Sustainable Digital Society (pp. 21–37). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-46902-2_2","ama":"Orlowski C, Behrens G, Karatzas K. Commonalities and Differences in ML-Pipelines for Air Quality Systems. In: Wohlgemuth V, Kranzlmüller D, Höb M, eds. Advances and New Trends in Environmental Informatics 2023. Sustainable Digital Society. Progress in IS. Cham: Springer Nature Switzerland; 2024:21-37. doi:10.1007/978-3-031-46902-2_2","mla":"Orlowski, Cezary, et al. “Commonalities and Differences in ML-Pipelines for Air Quality Systems.” Advances and New Trends in Environmental Informatics 2023. Sustainable Digital Society, edited by Volker Wohlgemuth et al., Springer Nature Switzerland, 2024, pp. 21–37, doi:10.1007/978-3-031-46902-2_2.","chicago":"Orlowski, Cezary, Grit Behrens, and Kostas Karatzas. “Commonalities and Differences in ML-Pipelines for Air Quality Systems.” In Advances and New Trends in Environmental Informatics 2023. Sustainable Digital Society, edited by Volker Wohlgemuth, Dieter Kranzlmüller, and Maximilian Höb, 21–37. Progress in IS. Cham: Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-46902-2_2.","alphadin":"Orlowski, Cezary ; Behrens, Grit ; Karatzas, Kostas: Commonalities and Differences in ML-Pipelines for Air Quality Systems. In: Wohlgemuth, V. ; Kranzlmüller, D. ; Höb, M. (Hrsg.): Advances and New Trends in Environmental Informatics 2023. Sustainable Digital Society, Progress in IS. Cham : Springer Nature Switzerland, 2024, S. 21–37","ieee":"C. Orlowski, G. Behrens, and K. Karatzas, “Commonalities and Differences in ML-Pipelines for Air Quality Systems,” in Advances and New Trends in Environmental Informatics 2023. Sustainable Digital Society, V. Wohlgemuth, D. Kranzlmüller, and M. Höb, Eds. Cham: Springer Nature Switzerland, 2024, pp. 21–37.","bibtex":"@inbook{Orlowski_Behrens_Karatzas_2024, place={Cham}, series={Progress in IS}, title={Commonalities and Differences in ML-Pipelines for Air Quality Systems}, DOI={10.1007/978-3-031-46902-2_2}, booktitle={Advances and New Trends in Environmental Informatics 2023. Sustainable Digital Society}, publisher={Springer Nature Switzerland}, author={Orlowski, Cezary and Behrens, Grit and Karatzas, Kostas}, editor={Wohlgemuth, Volker and Kranzlmüller, Dieter and Höb, MaximilianEditors}, year={2024}, pages={21–37}, collection={Progress in IS} }"},"publication_identifier":{"eisbn":["978-3-031-46902-2"],"issn":["2196-8705"],"eissn":["2196-8713"],"isbn":["978-3-031-46901-5"]},"author":[{"first_name":"Cezary","full_name":"Orlowski, Cezary","last_name":"Orlowski"},{"orcid":"0009-0009-0247-8204","id":"207629","last_name":"Behrens","full_name":"Behrens, Grit","first_name":"Grit"},{"full_name":"Karatzas, Kostas","first_name":"Kostas","last_name":"Karatzas"}],"page":"21-37","series_title":"Progress in IS","_id":"4397","publication_status":"published","date_created":"2024-03-18T17:55:57Z","title":"Commonalities and Differences in ML-Pipelines for Air Quality Systems","status":"public","editor":[{"last_name":"Wohlgemuth","first_name":"Volker","full_name":"Wohlgemuth, Volker"},{"first_name":"Dieter","full_name":"Kranzlmüller, Dieter","last_name":"Kranzlmüller"},{"full_name":"Höb, Maximilian","first_name":"Maximilian","last_name":"Höb"}],"date_updated":"2024-03-20T15:49:03Z","publication":"Advances and New Trends in Environmental Informatics 2023. Sustainable Digital Society","user_id":"220548","publisher":"Springer Nature Switzerland","quality_controlled":"1","type":"book_chapter","year":"2024","place":"Cham"},{"date_updated":"2024-03-20T15:47:10Z","publication":"Tagungsunterlagen 39. PV-Symposium, 2024 Kloster Banz, Bad Staffelstein","user_id":"220548","type":"conference","year":"2024","place":"Pforzheim, Deutschland","language":[{"iso":"ger"}],"citation":{"chicago":"Behrens, Grit, Dennis Hepp, Sebastian Hempelmann, and Werner Friedrich . “Anwendung von Convolutional Neural Networks zur Schneeerkennung auf Photovoltaikflächen.” In Tagungsunterlagen 39. PV-Symposium, 2024 Kloster Banz, Bad Staffelstein, edited by Conexio-PSE GmbH. Pforzheim, Deutschland, 2024.","alphadin":"Behrens, Grit ; Hepp, Dennis ; Hempelmann, Sebastian ; Friedrich , Werner : Anwendung von Convolutional Neural Networks zur Schneeerkennung auf Photovoltaikflächen. In: Conexio-PSE GmbH (Hrsg.): Tagungsunterlagen 39. PV-Symposium, 2024 Kloster Banz, Bad Staffelstein. Pforzheim, Deutschland, 2024","ieee":"G. Behrens, D. Hepp, S. Hempelmann, and W. Friedrich , “Anwendung von Convolutional Neural Networks zur Schneeerkennung auf Photovoltaikflächen,” in Tagungsunterlagen 39. PV-Symposium, 2024 Kloster Banz, Bad Staffelstein, Kloster Banz, Bad Staffelstein, 2024.","bibtex":"@inproceedings{Behrens_Hepp_Hempelmann_Friedrich _2024, place={Pforzheim, Deutschland}, title={Anwendung von Convolutional Neural Networks zur Schneeerkennung auf Photovoltaikflächen}, booktitle={Tagungsunterlagen 39. PV-Symposium, 2024 Kloster Banz, Bad Staffelstein}, author={Behrens, Grit and Hepp, Dennis and Hempelmann, Sebastian and Friedrich , Werner }, editor={Conexio-PSE GmbHEditor}, year={2024} }","short":"G. Behrens, D. Hepp, S. Hempelmann, W. Friedrich , in: Conexio-PSE GmbH (Ed.), Tagungsunterlagen 39. PV-Symposium, 2024 Kloster Banz, Bad Staffelstein, Pforzheim, Deutschland, 2024.","apa":"Behrens, G., Hepp, D., Hempelmann, S., & Friedrich , W. (2024). Anwendung von Convolutional Neural Networks zur Schneeerkennung auf Photovoltaikflächen. In Conexio-PSE GmbH (Ed.), Tagungsunterlagen 39. PV-Symposium, 2024 Kloster Banz, Bad Staffelstein. Pforzheim, Deutschland.","ama":"Behrens G, Hepp D, Hempelmann S, Friedrich W. Anwendung von Convolutional Neural Networks zur Schneeerkennung auf Photovoltaikflächen. In: Conexio-PSE GmbH, ed. Tagungsunterlagen 39. PV-Symposium, 2024 Kloster Banz, Bad Staffelstein. Pforzheim, Deutschland; 2024.","mla":"Behrens, Grit, et al. “Anwendung von Convolutional Neural Networks zur Schneeerkennung auf Photovoltaikflächen.” Tagungsunterlagen 39. PV-Symposium, 2024 Kloster Banz, Bad Staffelstein, edited by Conexio-PSE GmbH, 2024."},"author":[{"orcid":"0009-0009-0247-8204","id":"207629","last_name":"Behrens","full_name":"Behrens, Grit","first_name":"Grit"},{"last_name":"Hepp","full_name":"Hepp, Dennis","first_name":"Dennis"},{"last_name":"Hempelmann","first_name":"Sebastian ","full_name":"Hempelmann, Sebastian "},{"full_name":"Friedrich , Werner ","first_name":"Werner ","last_name":"Friedrich "}],"publication_identifier":{"isbn":["978-3-948176-25-9"]},"corporate_editor":["Conexio-PSE GmbH"],"_id":"4399","publication_status":"published","title":"Anwendung von Convolutional Neural Networks zur Schneeerkennung auf Photovoltaikflächen","date_created":"2024-03-18T18:50:23Z","project":[{"_id":"A82B586E-C7DA-11E9-B0AE-1F4CB252D58D","name":"Adaptive Ertragsprognose mit data-Mining im PV-Feld auf Grundlage iener digitalen Signatur der PV-Module und der Systemkomponenten (PV digital 4.0)"}],"conference":{"end_date":"2024-02-29","location":"Kloster Banz, Bad Staffelstein","name":"Photovoltaisches Symposium","start_date":"2024-02-27"},"status":"public"},{"type":"conference","place":"Pforzheim, Deutschland","year":"2024","date_updated":"2024-03-20T15:41:40Z","user_id":"220548","publication":"Tagungsunterlagen 39. PV-Symposium","_id":"4400","publication_status":"published","date_created":"2024-03-18T18:54:49Z","title":"Wolkensegementierung und -matching mit Deep Learning in All Sky Images","status":"public","conference":{"start_date":"2024-02-27","name":"39. PV-Symposium","location":"Kloster Banz, Bad Staffelstein","end_date":"2024-02-29"},"language":[{"iso":"ger"}],"citation":{"alphadin":"Behrens, Grit ; Theis, Niklas ; Boschert, Andreas ; Zehner, Mike: Wolkensegementierung und -matching mit Deep Learning in All Sky Images. In: Conexio-PSE GmbH (Hrsg.): Tagungsunterlagen 39. PV-Symposium. Pforzheim, Deutschland, 2024","chicago":"Behrens, Grit, Niklas Theis, Andreas Boschert, and Mike Zehner. “Wolkensegementierung und -matching mit Deep Learning in All Sky Images.” In Tagungsunterlagen 39. PV-Symposium, edited by Conexio-PSE GmbH. Pforzheim, Deutschland, 2024.","bibtex":"@inproceedings{Behrens_Theis_Boschert_Zehner_2024, place={Pforzheim, Deutschland}, title={Wolkensegementierung und -matching mit Deep Learning in All Sky Images}, booktitle={Tagungsunterlagen 39. PV-Symposium}, author={Behrens, Grit and Theis, Niklas and Boschert, Andreas and Zehner, Mike}, editor={Conexio-PSE GmbHEditor}, year={2024} }","ieee":"G. Behrens, N. Theis, A. Boschert, and M. Zehner, “Wolkensegementierung und -matching mit Deep Learning in All Sky Images,” in Tagungsunterlagen 39. PV-Symposium, Kloster Banz, Bad Staffelstein, 2024.","short":"G. Behrens, N. Theis, A. Boschert, M. Zehner, in: Conexio-PSE GmbH (Ed.), Tagungsunterlagen 39. PV-Symposium, Pforzheim, Deutschland, 2024.","apa":"Behrens, G., Theis, N., Boschert, A., & Zehner, M. (2024). Wolkensegementierung und -matching mit Deep Learning in All Sky Images. In Conexio-PSE GmbH (Ed.), Tagungsunterlagen 39. PV-Symposium. Pforzheim, Deutschland.","mla":"Behrens, Grit, et al. “Wolkensegementierung und -matching mit Deep Learning in All Sky Images.” Tagungsunterlagen 39. PV-Symposium, edited by Conexio-PSE GmbH, 2024.","ama":"Behrens G, Theis N, Boschert A, Zehner M. Wolkensegementierung und -matching mit Deep Learning in All Sky Images. In: Conexio-PSE GmbH, ed. Tagungsunterlagen 39. PV-Symposium. Pforzheim, Deutschland; 2024."},"publication_identifier":{"isbn":["978-3-948176-25-9"]},"author":[{"id":"207629","orcid":"0009-0009-0247-8204","first_name":"Grit","full_name":"Behrens, Grit","last_name":"Behrens"},{"last_name":"Theis","full_name":"Theis, Niklas","first_name":"Niklas"},{"last_name":"Boschert","full_name":"Boschert, Andreas ","first_name":"Andreas "},{"last_name":"Zehner","first_name":"Mike","full_name":"Zehner, Mike"}],"corporate_editor":["Conexio-PSE GmbH"],"department":[{"_id":"102"}]},{"main_file_link":[{"open_access":"1"}],"year":"2024","quality_controlled":"1","oa":"1","type":"conference","publication":"Fit für die Zukunft: Praktische Lösungen für die industrielle Automation","user_id":"220548","publisher":"Hochschule für Technik, Wirtschaft und Kultur Leipzig","date_updated":"2024-03-15T05:54:35Z","conference":{"end_date":"2024-03-08","location":"Bielefeld","name":"Angewandte Automatisierung in Lehre und Entwicklung 2024","start_date":"2024-03-06"},"status":"public","publication_status":"published","_id":"4391","title":"Recheneffiziente Implementierung einer approximierten modellprädiktiven Regelung auf einem Industrie-PC","date_created":"2024-03-14T06:58:36Z","publication_identifier":{"isbn":["9783910103023"]},"author":[{"orcid":"0009-0007-8379-7623","id":"224537","last_name":"Karau","full_name":"Karau, Fabian","first_name":"Fabian"},{"last_name":"Leuer","full_name":"Leuer, Michael","first_name":"Michael","id":"230164"}],"department":[{"_id":"103"}],"language":[{"iso":"eng"}],"doi":"10.33968/2024.32","citation":{"chicago":"Karau, Fabian, and Michael Leuer. “Recheneffiziente Implementierung Einer Approximierten Modellprädiktiven Regelung Auf Einem Industrie-PC.” In Fit Für Die Zukunft: Praktische Lösungen Für Die Industrielle Automation. Hochschule für Technik, Wirtschaft und Kultur Leipzig, 2024. https://doi.org/10.33968/2024.32.","alphadin":"Karau, Fabian ; Leuer, Michael: Recheneffiziente Implementierung einer approximierten modellprädiktiven Regelung auf einem Industrie-PC. In: Fit für die Zukunft: Praktische Lösungen für die industrielle Automation : Hochschule für Technik, Wirtschaft und Kultur Leipzig, 2024","ieee":"F. Karau and M. Leuer, “Recheneffiziente Implementierung einer approximierten modellprädiktiven Regelung auf einem Industrie-PC,” in Fit für die Zukunft: Praktische Lösungen für die industrielle Automation, Bielefeld, 2024.","bibtex":"@inproceedings{Karau_Leuer_2024, title={Recheneffiziente Implementierung einer approximierten modellprädiktiven Regelung auf einem Industrie-PC}, DOI={10.33968/2024.32}, booktitle={Fit für die Zukunft: Praktische Lösungen für die industrielle Automation}, publisher={Hochschule für Technik, Wirtschaft und Kultur Leipzig}, author={Karau, Fabian and Leuer, Michael}, year={2024} }","apa":"Karau, F., & Leuer, M. (2024). Recheneffiziente Implementierung einer approximierten modellprädiktiven Regelung auf einem Industrie-PC. In Fit für die Zukunft: Praktische Lösungen für die industrielle Automation. Bielefeld: Hochschule für Technik, Wirtschaft und Kultur Leipzig. https://doi.org/10.33968/2024.32","short":"F. Karau, M. Leuer, in: Fit Für Die Zukunft: Praktische Lösungen Für Die Industrielle Automation, Hochschule für Technik, Wirtschaft und Kultur Leipzig, 2024.","ama":"Karau F, Leuer M. Recheneffiziente Implementierung einer approximierten modellprädiktiven Regelung auf einem Industrie-PC. In: Fit Für Die Zukunft: Praktische Lösungen Für Die Industrielle Automation. Hochschule für Technik, Wirtschaft und Kultur Leipzig; 2024. doi:10.33968/2024.32","mla":"Karau, Fabian, and Michael Leuer. “Recheneffiziente Implementierung Einer Approximierten Modellprädiktiven Regelung Auf Einem Industrie-PC.” Fit Für Die Zukunft: Praktische Lösungen Für Die Industrielle Automation, Hochschule für Technik, Wirtschaft und Kultur Leipzig, 2024, doi:10.33968/2024.32."}},{"doi":"10.1055/a-2283-4440","citation":{"alphadin":"Wrona, Kamil Joseph ; Heckes, Kolja Tobias ; Aschentrup, Leona ; Fischer, Florian: Community-bezogene Prävention und Gesundheitsförderung: Förderung digitaler Gesundheitskompetenz bei Menschen in prekären Lebenslagen. In: Das Gesundheitswesen, Georg Thieme Verlag KG (2024)","chicago":"Wrona, Kamil Joseph, Kolja Tobias Heckes, Leona Aschentrup, and Florian Fischer. “Community-bezogene Prävention und Gesundheitsförderung: Förderung digitaler Gesundheitskompetenz bei Menschen in prekären Lebenslagen.” Das Gesundheitswesen, 2024. https://doi.org/10.1055/a-2283-4440.","bibtex":"@article{Wrona_Heckes_Aschentrup_Fischer_2024, title={Community-bezogene Prävention und Gesundheitsförderung: Förderung digitaler Gesundheitskompetenz bei Menschen in prekären Lebenslagen}, DOI={10.1055/a-2283-4440}, journal={Das Gesundheitswesen}, publisher={Georg Thieme Verlag KG}, author={Wrona, Kamil Joseph and Heckes, Kolja Tobias and Aschentrup, Leona and Fischer, Florian}, year={2024} }","ieee":"K. J. Wrona, K. T. Heckes, L. Aschentrup, and F. Fischer, “Community-bezogene Prävention und Gesundheitsförderung: Förderung digitaler Gesundheitskompetenz bei Menschen in prekären Lebenslagen,” Das Gesundheitswesen, 2024.","apa":"Wrona, K. J., Heckes, K. T., Aschentrup, L., & Fischer, F. (2024). Community-bezogene Prävention und Gesundheitsförderung: Förderung digitaler Gesundheitskompetenz bei Menschen in prekären Lebenslagen. Das Gesundheitswesen. https://doi.org/10.1055/a-2283-4440","short":"K.J. Wrona, K.T. Heckes, L. Aschentrup, F. Fischer, Das Gesundheitswesen (2024).","mla":"Wrona, Kamil Joseph, et al. “Community-bezogene Prävention und Gesundheitsförderung: Förderung digitaler Gesundheitskompetenz bei Menschen in prekären Lebenslagen.” Das Gesundheitswesen, Georg Thieme Verlag KG, 2024, doi:10.1055/a-2283-4440.","ama":"Wrona KJ, Heckes KT, Aschentrup L, Fischer F. Community-bezogene Prävention und Gesundheitsförderung: Förderung digitaler Gesundheitskompetenz bei Menschen in prekären Lebenslagen. Das Gesundheitswesen. 2024. doi:10.1055/a-2283-4440"},"language":[{"iso":"ger"}],"department":[{"_id":"103"}],"publication_identifier":{"issn":["0941-3790"],"eissn":["1439-4421"]},"author":[{"orcid":"0000-0002-6834-4075","id":"249234","full_name":"Wrona, Kamil Joseph","first_name":"Kamil Joseph","last_name":"Wrona"},{"last_name":"Heckes","first_name":"Kolja Tobias","full_name":"Heckes, Kolja Tobias","id":"250264"},{"full_name":"Aschentrup, Leona","first_name":"Leona","last_name":"Aschentrup"},{"last_name":"Fischer","full_name":"Fischer, Florian","first_name":"Florian"}],"title":"Community-bezogene Prävention und Gesundheitsförderung: Förderung digitaler Gesundheitskompetenz bei Menschen in prekären Lebenslagen","date_created":"2024-03-08T13:10:03Z","publication_status":"published","_id":"4389","status":"public","abstract":[{"lang":"ger","text":"Die rasant fortschreitende digitale Transformation eröffnet innovative Möglichkeiten zur Prävention und Gesundheitsförderung, insbesondere durch soziotechnische Innovationen. Digital unterstützte Interventionen dienen als erweiternde Werkzeuge zur Verbreitung gesundheitsrelevanter Informationen und zur Förderung des individuellen Empowerments und der Selbstwirksamkeit. Trotz ihres Potentials sind digitale Medien in der Community-bezogenen Prävention und Gesundheitsförderung mit Herausforderungen konfrontiert, wie der Notwendigkeit einer niedrigschwelligen Gestaltung und der Berücksichtigung technologischer Akzeptanzfaktoren. Menschen in prekären Lebenslagen, die häufig mit eingeschränktem Zugang und geringerer digitaler Kompetenz konfrontiert sind, könnten von zielgerichteten, an ihren spezifischen Bedarfen und Bedürfnissen ausgerichteten Maßnahmen profitieren. Gleichzeitig gilt es die Risiken einer unzureichenden digitalen Gesundheitskompetenz hervorzuheben, die sich negativ auf die Gesundheit auswirken können. Die Förderung der digitalen Gesundheitskompetenz erscheint daher als ein wesentliches Instrument zur Verbesserung der Gesundheitssituation von Menschen in prekären Lebenslagen. Dieser Artikel plädiert für eine evidenzbasierte und zielgerichtete Weiterentwicklung von digitalen Interventionen zur Gesundheitsförderung, die auf die Bedürfnisse von Menschen in prekären Lebenslagen abgestimmt sind, und betont die zentrale Rolle der digitalen Gesundheitskompetenz in diesem Prozess. Beispielhaft wird hierfür die Gruppe der Frühen Hilfen in den Blick genommen."},{"lang":"eng","text":"The rapidly advancing digital transformation is opening up innovative opportunities for disease prevention and health promotion, particularly through sociotechnical innovations. Digitally-enabled interventions serve as augmentative tools for disseminating health-related information and promoting individual empowerment and self-efficacy. Despite their potential, digital media in community-based disease prevention and health promotion face challenges, such as the need for low-threshold design and consideration of technological acceptance factors. People in precarious life situations, who often face limited access and lower literacy towards digital technologies, could benefit from targeted measures geared to their specific needs. At the same time, it is important to highlight the risks of insufficient digital health literacy, which can have a negative impact on health. Promoting digital health literacy therefore appears to be an essential tool for improving the health situation of people in precarious living circumstances. This article argues for evidence-based and targeted further development of digital interventions for health promotion that are tailored to the needs of people in precarious living conditions and emphasizes the central role of digital health literacy in this process. In this contribution, the area of early childhood intervention is considered for exemplification."}],"project":[{"_id":"edf53067-b368-11ed-bde2-9f34a4102af5","name":"TransCareTech - Transformation in Care & Technology"},{"name":"CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie","_id":"72dfeb62-b436-11ed-9513-f39505d26204"}],"date_updated":"2024-03-11T12:34:53Z","article_type":"letter_note","publisher":"Georg Thieme Verlag KG","user_id":"220548","publication":"Das Gesundheitswesen","type":"journal_article","quality_controlled":"1","year":"2024"},{"user_id":"220548","publisher":"MDPI AG","volume":16,"date_updated":"2024-03-07T10:23:33Z","year":"2024","keyword":["circular economy","crystalline photovoltaics","degradation","quality management","reuse","second-life PV","electroluminescence"],"main_file_link":[{"open_access":"1"}],"alternative_id":["4385"],"department":[{"_id":"103"}],"author":[{"id":"233154","last_name":"Schnatmann","full_name":"Schnatmann, Anna Katharina","first_name":"Anna Katharina"},{"full_name":"Reimers, Tobi","first_name":"Tobi","last_name":"Reimers","id":"248126"},{"last_name":"Hüdepohl","full_name":"Hüdepohl, Erik","first_name":"Erik"},{"first_name":"Jonah","full_name":"Umlauf, Jonah","last_name":"Umlauf"},{"full_name":"Kleinebekel, Pia","first_name":"Pia","last_name":"Kleinebekel"},{"id":"210954","orcid":"0000-0002-2481-7141","last_name":"Schoden","first_name":"Fabian","full_name":"Schoden, Fabian"},{"last_name":"Schwenzfeier-Hellkamp","first_name":"Eva","full_name":"Schwenzfeier-Hellkamp, Eva","id":"72528","orcid":"0000-0002-3020-1343"}],"publication_identifier":{"eissn":["2071-1050"]},"article_number":"958","doi":"10.3390/su16030958","abstract":[{"lang":"eng","text":" Photovoltaics (PV) is a key pillar of renewable energy supply. However, the climate and resource crisis make it necessary to implement further optimizations toward a circular economy in the PV industry. One strategy for saving resources and lowering carbon dioxide emissions is the reuse of modules (second-life PV). As part of this work, various tests were carried out with crystalline modules from two different manufacturers. The modules had already been transported to a recycling company and were originally intended for recycling. The measurements carried out provide a comprehensive assessment of the condition of the PV modules. In total, five different measurement methods were used, two of which related to short-term measurements under controlled laboratory conditions and three to long-term assessments under real conditions. The investigation illustrated that modules from the recycling company have potential for reuse. However, it also showed that a clearly differentiated classification system is necessary due to module age- and environmental conditions-related degradation. Qualification and further long-term measurements should be implemented using a combination of measurement methods.\r\n "}],"status":"public","publication_status":"published","publication":"Sustainability","issue":"3","article_type":"original","intvolume":" 16","type":"journal_article","oa":"1","tmp":{"name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","short":"CC BY (4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","image":"/images/cc_by.png"},"quality_controlled":"1","citation":{"short":"A.K. Schnatmann, T. Reimers, E. Hüdepohl, J. Umlauf, P. Kleinebekel, F. Schoden, E. Schwenzfeier-Hellkamp, Sustainability 16 (2024).","apa":"Schnatmann, A. K., Reimers, T., Hüdepohl, E., Umlauf, J., Kleinebekel, P., Schoden, F., & Schwenzfeier-Hellkamp, E. (2024). Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative. Sustainability, 16(3). https://doi.org/10.3390/su16030958","ama":"Schnatmann AK, Reimers T, Hüdepohl E, et al. Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative. Sustainability. 2024;16(3). doi:10.3390/su16030958","mla":"Schnatmann, Anna Katharina, et al. “Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative.” Sustainability, vol. 16, no. 3, 958, MDPI AG, 2024, doi:10.3390/su16030958.","chicago":"Schnatmann, Anna Katharina, Tobi Reimers, Erik Hüdepohl, Jonah Umlauf, Pia Kleinebekel, Fabian Schoden, and Eva Schwenzfeier-Hellkamp. “Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative.” Sustainability 16, no. 3 (2024). https://doi.org/10.3390/su16030958.","alphadin":"Schnatmann, Anna Katharina ; Reimers, Tobi ; Hüdepohl, Erik ; Umlauf, Jonah ; Kleinebekel, Pia ; Schoden, Fabian ; Schwenzfeier-Hellkamp, Eva: Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative. In: Sustainability Bd. 16, MDPI AG (2024), Nr. 3","ieee":"A. K. Schnatmann et al., “Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative,” Sustainability, vol. 16, no. 3, 2024.","bibtex":"@article{Schnatmann_Reimers_Hüdepohl_Umlauf_Kleinebekel_Schoden_Schwenzfeier-Hellkamp_2024, title={Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative}, volume={16}, DOI={10.3390/su16030958}, number={3958}, journal={Sustainability}, publisher={MDPI AG}, author={Schnatmann, Anna Katharina and Reimers, Tobi and Hüdepohl, Erik and Umlauf, Jonah and Kleinebekel, Pia and Schoden, Fabian and Schwenzfeier-Hellkamp, Eva}, year={2024} }"},"language":[{"iso":"eng"}],"project":[{"_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7","name":"Institut für Technische Energie-Systeme"}],"date_created":"2024-01-25T09:19:48Z","title":"Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative","_id":"4278"}]