TY - CHAP A1 - Sildatke, Michael A1 - Karwanni, Hendrik A1 - Kraft, Bodo A1 - Schmidts, Oliver A1 - Zündorf, Albert T1 - Automated Software Quality Monitoring in Research Collaboration Projects T2 - ICSEW'20: Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops N2 - In collaborative research projects, both researchers and practitioners work together solving business-critical challenges. These projects often deal with ETL processes, in which humans extract information from non-machine-readable documents by hand. AI-based machine learning models can help to solve this problem. Since machine learning approaches are not deterministic, their quality of output may decrease over time. This fact leads to an overall quality loss of the application which embeds machine learning models. Hence, the software qualities in development and production may differ. Machine learning models are black boxes. That makes practitioners skeptical and increases the inhibition threshold for early productive use of research prototypes. Continuous monitoring of software quality in production offers an early response capability on quality loss and encourages the use of machine learning approaches. Furthermore, experts have to ensure that they integrate possible new inputs into the model training as quickly as possible. In this paper, we introduce an architecture pattern with a reference implementation that extends the concept of Metrics Driven Research Collaboration with an automated software quality monitoring in productive use and a possibility to auto-generate new test data coming from processed documents in production. Through automated monitoring of the software quality and auto-generated test data, this approach ensures that the software quality meets and keeps requested thresholds in productive use, even during further continuous deployment and changing input data. Y1 - 2020 U6 - https://doi.org/10.1145/3387940.3391478 N1 - ICSE '20: 42nd International Conference on Software Engineering, Seoul, Republic of Korea, 27 June 2020 - 19 July 2020 SP - 603 EP - 610 PB - IEEE CY - New York, NY ER - TY - CHAP A1 - Blaneck, Patrick Gustav A1 - Bornheim, Tobias A1 - Grieger, Niklas A1 - Bialonski, Stephan T1 - Automatic readability assessment of german sentences with transformer ensembles T2 - Proceedings of the GermEval 2022 Workshop on Text Complexity Assessment of German Text N2 - Reliable methods for automatic readability assessment have the potential to impact a variety of fields, ranging from machine translation to self-informed learning. Recently, large language models for the German language (such as GBERT and GPT-2-Wechsel) have become available, allowing to develop Deep Learning based approaches that promise to further improve automatic readability assessment. In this contribution, we studied the ability of ensembles of fine-tuned GBERT and GPT-2-Wechsel models to reliably predict the readability of German sentences. We combined these models with linguistic features and investigated the dependence of prediction performance on ensemble size and composition. Mixed ensembles of GBERT and GPT-2-Wechsel performed better than ensembles of the same size consisting of only GBERT or GPT-2-Wechsel models. Our models were evaluated in the GermEval 2022 Shared Task on Text Complexity Assessment on data of German sentences. On out-of-sample data, our best ensemble achieved a root mean squared error of 0:435. Y1 - 2022 U6 - https://doi.org/10.48550/arXiv.2209.04299 N1 - Proceedings of the 18th Conference on Natural Language Processing / Konferenz zur Verarbeitung natürlicher Sprache (KONVENS 2022), 12-15 September, 2022, University of Potsdam, Potsdam, Germany SP - 57 EP - 62 PB - Association for Computational Linguistics CY - Potsdam ER - TY - CHAP A1 - Buda, Aurel A1 - Schürmann, Volker A1 - Wollert, Jörg T1 - Automatische Generierung von Automatisierungsobjekten nach IEC 61131-3 zur einfachen Integration von Funkkomponenten in übergeordnete Steuerungssysteme T2 - Wireless automation : funkgestützte Kommunikation in der industriellen Automatisierungstechnik ; Tagung Berlin, 28. und 29. Februar 2008. (VDI-Berichte ; 2010) Y1 - 2008 SN - 978-3-18-092010-8 ; 3-18-092010-8 SP - 75 EP - 84 PB - VDI-Verl. CY - Düsseldorf ER - TY - CHAP A1 - Engemann, Heiko A1 - Wiesen, Patrick A1 - Kallweit, Stephan A1 - Deshpande, Harshavardhan A1 - Schleupen, Josef T1 - Autonomous mobile manipulation using ROS T2 - Advances in Service and Industrial Robotics Y1 - 2018 SN - 978-3-319-61276-8 U6 - https://doi.org/10.1007/978-3-319-61276-8_43 N1 - International Conference on Robotics in Alpe-Adria Danube Region RAAD 2017; Mechanisms and Machince Science book series, Vol 49. SP - 389 EP - 401 PB - Springer CY - Cham ER - TY - CHAP A1 - Rokitansky, Carl-Herbert A1 - Ehammer, Max A1 - Gräupl, Thomas A1 - Schnell, Michael A1 - Brandes, Sinja A1 - Gligorevic, Snjezana A1 - Rihacek, Christoph A1 - Sajatovic, Miodrag T1 - B-AMC a system for future broadband aeronautical multi-carrier communications in the L-BAND T2 - IEEE/AIAA 26th Digital Avionics Systems Conference ; DASC '07 ; 21 - 25 Oct. 2007, Dallas, Texas Y1 - 2007 SN - 978-1-4244-1108-5 SP - 4D2-1 EP - 4D2-13 ER - TY - CHAP A1 - Rokitansky, Carl-Herbert A1 - Ehammer, Max A1 - Gräupl, Thomas A1 - Schnell, Michael A1 - Brandes, Sinja A1 - Gligorevic, Snjezana A1 - Rihacek, Christoph A1 - Sajatovic, Miodrag T1 - B-AMC – Aeronautical Broadband Communication in the L-Band T2 - First CEAS European Air and Space Conference : Motto: century perspectives : Deutscher Luft-und Raumfahrtkongress 2007 : 10-13 September 2007 in Berlin, Germany. (Jahrbuch der Deutschen Gesellschaft für Luft- und Raumfahrt 2007 ; Bd. 1-5. - Enth.: Jahrbuch der Deutschen Gesellschaft für Luft- und Raumfahrt 2006 ; Bd. 3) Y1 - 2007 SN - 0070-4083 SP - 487 EP - 496 PB - Deutschen Gesellschaft für Luft- und Raumfahrt CY - Bonn ER - TY - CHAP T1 - B-AMC — broadband aeronautical multi-carrier communications T2 - Integrated Communications, Navigation and Surveillance Conference : [ICNS 2008] ; Bethesda, Md., 5 - 7 May 2008 Y1 - 2008 SN - 978-1-4244-2303-3 ; 978-1-4244-2304-0 SP - 1 EP - 12 ER - TY - CHAP A1 - Gligorevic, Snjezana A1 - Brandes, Sinja A1 - Cosovic, I. A1 - Schnell, Michael T1 - B-VHF, ein 'Overlay'-System für die ATC Kommunikation im VHF Band T2 - Motto: Luft- und Raumfahrt - Grenzen überwinden, Horizonte erweitern : Deutscher Luft- und Raumfahrtkongress 2005, Friedrichshafen, 26. bis 29. September 2005 Y1 - 2005 SP - 951 EP - 958 PB - DGLR CY - Bonn ER - TY - CHAP A1 - Bitz, Andreas A1 - Alaydrus, M. A1 - Streckert, J. A1 - Hansen, V.W. T1 - Base station antennas embedded in complex environments: rf exposure in controlled areas T2 - 23rd BEMS Annual Meeting, St. Paul, Minnesota, USA, 49-50, June 2001 Y1 - 2001 SP - 49 EP - 50 PB - Bioelectromagnetics Society CY - Frederick, MD ER - TY - CHAP A1 - Frantz, Cathy A1 - Binder, Matthias A1 - Busch, Konrad A1 - Ebert, Miriam A1 - Heinrich, Andreas A1 - Kaczmarkiewicz, Nadine A1 - Schlögl-Knothe, Bärbel A1 - Kunze, Tobias A1 - Schuhbauer, Christian A1 - Stetka, Markus A1 - Schwager, Christian A1 - Spiegel, Michael A1 - Teixeira Boura, Cristiano José A1 - Bauer, Thomas A1 - Bonk, Alexander A1 - Eisen, Stefan A1 - Funck, Bernhard T1 - Basic Engineering of a High Performance Molten Salt Tower Receiver System T2 - AIP Conference Proceedings N2 - The production of dispatchable renewable energy will be one of the most important key factors of the future energy supply. Concentrated solar power (CSP) plants operated with molten salt as heat transfer and storage media are one opportunity to meet this challenge. Due to the high concentration factor of the solar tower technology the maximum process temperature can be further increased which ultimately decreases the levelized costs of electricity of the technology (LCOE). The development of an improved tubular molten salt receiver for the next generation of molten salt solar tower plants is the aim of this work. The receiver is designed for a receiver outlet temperature up to 600 °C. Together with a complete molten salt system, the receiver will be integrated into the Multi-Focus-Tower (MFT) in Jülich (Germany). The paper describes the basic engineering of the receiver, the molten salt tower system and a laboratory corrosion setup. Y1 - 2020 U6 - https://doi.org/10.1063/5.0085895 N1 - SOLARPACES 2020: 26th International Conference on Concentrating Solar Power and Chemical Energy Systems, 28 September – 2 October 2020, Freiburg, Germany SP - 1 EP - 10 ER -