@inproceedings{MastNagelHolzhammeretal.2020, author = {Mast, Tanja and Nagel, Sylvio and Holzhammer, Uwe and Eltrop, Ludger}, title = {Biogasanlagen neu denken}, booktitle = {Tagungsband 14. Rostocker Bioenergieforum 2020, 19. Dialog Abfallwirtschaft MV}, subtitle = {technisch-{\"o}konomische Charakterisierung f{\"u}r die Einbindung in die modellgest{\"u}tzte Systemanalyse}, publisher = {Universit{\"a}t Rostock}, address = {Rostock}, isbn = {978-3-86009-507-2}, doi = {https://doi.org/10.18453/rosdok_id00002650}, pages = {123 -- 132}, year = {2020}, language = {de} } @inbook{DotzauerBuechnerEltropetal.2021, author = {Dotzauer, Martin and B{\"u}chner, Daniel and Eltrop, Ludger and H{\"a}rdtlein, Marlies and Henning, Christiane and Herrmann, Andr{\´e} and Holzhammer, Uwe and Kornatz, Peter and Mast, Tanja and Nagel, Sylvio and Oehmichen, Katja and Philipp, Matthias and Pohl, Marcel and Selleneit, Volker and Thr{\"a}n, Daniela}, title = {Flexible Bereitstellung von Bioenergie}, booktitle = {Methodenhandbuch: Stoffstromorientierte Bilanzierung der Klimagaseffekte: Methoden zur Bestimmung von Technologiekennwerten, Gestehungskosten und Klimagaseffekten von Vorhaben im Rahmen des BMWi-Forschungsnetzwerkes Bioenergie/ BMWi-F{\"o}rderbereich „Energetische Biomassenutzung"}, editor = {Thr{\"a}n, Daniela and Pfeiffer, Diana}, edition = {Version 5}, publisher = {Deutsches Biomasseforschungszentrum gemeinn{\"u}tzige GmbH}, address = {Leipzig}, isbn = {978-3-946629-58-0}, doi = {https://doi.org/10.48480/ddpt-ys74}, pages = {56 -- 108}, year = {2021}, language = {de} } @book{EltropNagelHolzhammeretal.2021, author = {Eltrop, Ludger and Nagel, Sylvio and Holzhammer, Uwe and Mast, Tanja and Selleneit, Volker and Tronnier, Annika and Wachinger, Gisela}, title = {Methodenhandbuch "Bioenergie als Flexibilit{\"a}tsoption im Energiesystem"}, series = {Schriftenreihe "Energetische Biomassenutzung", Band 21}, editor = {Eltrop, Ludger and Holzhammer, Uwe}, publisher = {Deutsches Biomasseforschungszentrum gemeinn{\"u}tzige GmbH}, address = {Leipzig}, issn = {2701-2719}, doi = {https://doi.org/10.48480/m6ak-zr53}, pages = {207}, year = {2021}, language = {de} } @article{SelleneitMastHolzhammer2020, author = {Selleneit, Volker and Mast, Tanja and Holzhammer, Uwe}, title = {Method to describe and rate the ability to provide flexibility of residual power providers in electricity grids with a high share of variable renewable energies}, volume = {2020}, journal = {CIRED - Open Access Proceedings Journal}, number = {1}, publisher = {IET}, address = {Stevenage}, issn = {2515-0855}, doi = {https://doi.org/10.1049/oap-cired.2021.0294}, pages = {154 -- 157}, year = {2020}, abstract = {With an increasing ratio of variable renewable energies in Germany, power supply has to be ensured by providing flexibility from controllable supply and demand energy conversion units. For residual electricity supply, utilities in the industrial sector or flexible biogas plants may be suitable flexibility options. To describe and rate different technologies or utilities in terms of their ability to provide flexibility, a definition of flexibility and an innovative method to describe flexibility considering the grid requirements is elaborated. The method is based on a solid definition of flexibility indicators suitable for all technologies. For an increased flexibility, in many cases, it is reasonable to add supporting technologies like a storage to a utility or biogas combined heat and power (CHP). Such utility configurations can also be described with the elaborated method. The method can also make a valuable contribution to all distribution systems or utility system modellers as it can be taken as a basis for the modelling. In this study, the definition of flexibility indicators is described in detail and used on the example of a biogas CHP plant.}, language = {en} } @inbook{WagnerKabel2019, author = {Wagner, Harry and Kabel, Stefanie}, title = {Digitalisierung - Motor f{\"u}r innovative Gesch{\"a}ftsmodelle im Umfeld des hochautomatisierten Fahrens}, booktitle = {Digitalisierung in Industrie-, Handels- und Dienstleistungsunternehmen}, editor = {Fend, Lars and Hofmann, J{\"u}rgen}, publisher = {Springer Gabler}, address = {Wiesbaden}, isbn = {978-3-658-26963-0}, doi = {https://doi.org/10.1007/978-3-658-26964-7_19}, pages = {345 -- 361}, year = {2019}, language = {de} } @article{TetzlaffGerberAmelangetal.2019, author = {Tetzlaff, Ulrich and Gerber, Alexander and Amelang, Rudolf and Lemos, Georges}, title = {Investigation of the Creep Resistance of a Spray-Compacted Si-Particle Reinforced Al-Based MMC (Dispal® S270)}, volume = {2019}, journal = {Key Engineering Materials}, number = {809}, publisher = {Trans Tech Publications}, address = {Baech}, issn = {1662-9795}, doi = {https://doi.org/10.4028/www.scientific.net/KEM.809.87}, pages = {87 -- 93}, year = {2019}, language = {en} } @article{ThambiTetzlaffSchiessletal.2020, author = {Thambi, Joel Luther and Tetzlaff, Ulrich and Schiessl, Andreas and Lang, Klaus-Dieter and Waltz, Manuela}, title = {Evaluation of the relationship between stress and lifetime of Pb-free solder joints subjected to vibration load using a generalized local stress approach}, volume = {2020}, pages = {113560}, journal = {Microelectronics Reliability}, number = {106}, publisher = {Elsevier}, address = {Amsterdam}, issn = {0026-2714}, doi = {https://doi.org/10.1016/j.microrel.2019.113560}, year = {2020}, language = {en} } @inproceedings{SchmiedGrossmannDenk2019, author = {Schmied, Sebastian and Großmann, Daniel and Denk, Bastian}, title = {A systematic top-down information modelling approach for workshop-type manufacturing systems}, booktitle = {Proceedings 2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-0303-7}, doi = {https://doi.org/10.1109/ETFA.2019.8869377}, pages = {1305 -- 1308}, year = {2019}, language = {en} } @article{HandwerkerKesslerMarzbanietal.2021, author = {Handwerker, Michael and Kessler, J{\"o}rg and Marzbani, Hormoz and Tetzlaff, Ulrich}, title = {Annealing of chopped and continuous fibre reinforced polyamide 6 produced by fused filament fabrication}, volume = {2021}, pages = {109119}, journal = {Composites Part B: Engineering}, number = {223}, publisher = {Elsevier}, address = {Amsterdam}, issn = {1879-1069}, doi = {https://doi.org/10.1016/j.compositesb.2021.109119}, year = {2021}, language = {en} } @inproceedings{MathiasGrossmannSequeira2019, author = {Mathias, Selvine George and Großmann, Daniel and Sequeira, Gerald Joy}, title = {A Comparison of Clustering Measures on Raw Signals of Welding Production Data}, booktitle = {Proceedings 2019 International Conference on Deep Learning and Machine Learning in Emerging Applications (Deep-ML)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-2914-3}, doi = {https://doi.org/10.1109/Deep-ML.2019.00019}, pages = {55 -- 60}, year = {2019}, language = {en} } @inproceedings{Vaculin2019, author = {Vaculin, Ondrej}, title = {Assessment of a pilot deployment of an automated shuttle bus}, booktitle = {Autosympo 2019}, doi = {http://www.cas-sae.cz/autosympo.php}, year = {2019}, language = {en} } @inproceedings{Plaschkies2021, author = {Plaschkies, Franz}, title = {Convergence of Artificial Intelligence and Passive Vehicle Safety}, booktitle = {SafetyWeek: Die Zukunft der Fahrzeugsicherheit}, year = {2021}, language = {en} } @inproceedings{NegrideAzeredoVaculindaCostaOliveira2020, author = {Negri de Azeredo, Rodrigo and Vaculin, Ondrej and da Costa Oliveira, Gustavo Henrique}, title = {Automatic Car Reverse Braking System Based on a ToF Camera Sensor}, booktitle = {FISITA Web Congress 2020}, publisher = {FISITA}, address = {Bishops Stortford}, url = {https://www.fisita.com/library/f2020-pif-049}, year = {2020}, language = {en} } @inproceedings{PlaschkiesVaculin2020, author = {Plaschkies, Franz and Vaculin, Ondrej}, title = {Estimation of the Impact of Human Body Variation on Its Crash Behavior Using Machine Learning Methods}, booktitle = {FISITA Web Congress 2020}, publisher = {Fisita}, address = {Bishops Stortford}, url = {https://www.fisita.com/library/f2020-pif-051}, year = {2020}, language = {en} } @inproceedings{PlaschkiesVaculinSchumacher2021, author = {Plaschkies, Franz and Vaculin, Ondrej and Schumacher, Axel}, title = {Assessment of the Influence of Human Body Diversity on Passive Safety Systems}, booktitle = {FISITA World Congress 2021}, subtitle = {A State-of-the-art Overview}, publisher = {FISITA}, address = {Bishops Stortford}, url = {https://www.fisita.com/library/f2021-pif-071}, year = {2021}, language = {en} } @inproceedings{SlavikVaculin2021, author = {Slav{\´i}k, Martin and Vaculin, Ondrej}, title = {Concept of Mission Control System for IN2Lab testing field for Automated Driving}, booktitle = {FISITA World Congress 2021}, publisher = {FISITA}, address = {Bishops Stortford}, url = {https://www.fisita.com/library/f2021-acm-119}, year = {2021}, language = {en} } @inproceedings{AfrajBoehmlaenderVaculinetal.2021, author = {Afraj, Shahabaz and B{\"o}hml{\"a}nder, Dennis and Vaculin, Ondrej and Hynč{\´i}k, Luděk}, title = {Quantification methodology for crash behavior comparison between virtual crash simulations and real-time crash tests}, booktitle = {FISITA World Congress 2021}, publisher = {FISITA}, address = {Bishops Stortford}, url = {https://www.fisita.com/library/f2021-pif-072}, year = {2021}, language = {en} } @inproceedings{deBorbaVaculinPatel2021, author = {de Borba, Thiago and Vaculin, Ondrej and Patel, Parth}, title = {Concept of a Vehicle Platform for Development and Testing of Low-Speed Automated Driving Functions}, booktitle = {FISITA World Congress 2021}, publisher = {FISITA}, address = {Bishops Stortford}, url = {https://www.fisita.com/library/f2021-acm-118}, year = {2021}, language = {en} } @article{VaculinGellrichMatawaetal.2020, author = {Vaculin, Ondrej and Gellrich, Michael and Matawa, Robert and Witschass, Steffen}, title = {Testing of automated driving systems}, volume = {17}, journal = {MECCA : Journal of Middle European Construction and Design of Cars}, number = {1}, publisher = {Czech Technical University}, address = {Prag}, issn = {1804-9338}, doi = {https://doi.org/10.14311/mecdc.2020.01.02}, pages = {7 -- 13}, year = {2020}, abstract = {The automated driving requires new testing approaches, which are more complex than the current testing systems. The complexity and requirements for accuracy is important, because of interconnection of virtual with physical testing. This paper presents a generic approach to testing of automated driving functions and demonstrates its implementation on measurement of two scenarios.}, language = {en} } @article{deCaignyTauchnitzBeckeretal.2019, author = {de Caigny, Jan and Tauchnitz, Thomas and Becker, Ronny and Diedrich, Christian and Schr{\"o}der, Tizian and Großmann, Daniel and Banerjee, Suprateek and Graube, Markus and Urbas, Leon}, title = {NOA - von Demonstratoren zu Pilotanwendungen}, volume = {61}, journal = {atp magazin}, subtitle = {vier Anwendungsf{\"a}lle der Namur Open Architecture}, number = {1-2}, publisher = {Vulkan}, address = {Essen}, issn = {2190‑4111}, doi = {https://doi.org/10.17560/atp.v61i1-2.2403}, pages = {44 -- 55}, year = {2019}, language = {de} } @inproceedings{BanerjeeGrossmann2019, author = {Banerjee, Suprateek and Großmann, Daniel}, title = {OPC UA and Dynamic Web Services - A generic flexible Industrial Communication Approach}, booktitle = {ICCAE 2019: Proceedings of the 2019 11th International Conference on Computer and Automation Engineering}, publisher = {ACM}, address = {New York}, isbn = {978-1-4503-6287-0}, doi = {https://doi.org/10.1145/3313991.3313996}, pages = {114 -- 117}, year = {2019}, language = {en} } @inproceedings{SchmiedGrossmannMathiasetal.2020, author = {Schmied, Sebastian and Großmann, Daniel and Mathias, Selvine George and Banerjee, Suprateek}, title = {Vertical integration via dynamic aggregation of information in OPC UA}, booktitle = {Intelligent Information and Database Systems}, publisher = {Springer}, address = {Singapur}, isbn = {978-981-15-3379-2}, issn = {1865-0929}, doi = {https://doi.org/10.1007/978-981-15-3380-8_18}, pages = {204 -- 215}, year = {2020}, language = {en} } @inproceedings{deMeerWaedtRennochetal.2021, author = {de Meer, Jan and Waedt, Karl and Rennoch, Axel and Hof, Hans-Joachim}, title = {The 5th GI/ACM Workshop 2020 scope and draft programme on standardization of secure and safe smart manufacturing systems with respect to IEC 62443 IACS}, volume = {2021}, booktitle = {Lecture Notes in Informatics (LNI): Proceedings}, number = {Volume P-307}, publisher = {Gesellschaft f{\"u}r Informatik e.V.}, address = {Bonn}, isbn = {978-3-88579-701-2}, issn = {1617-5468}, doi = {https://doi.org/10.18420/inf2020_26}, pages = {283 -- 287}, year = {2021}, abstract = {The 5th GI/ACM Workshop Programme on Standardization of Secure and Safe Production within Industrial Automation and Control Systems (IACS) took place virtually at September 28, 2020 at the Karlsruhe Institute of Technology (KIT) that hosted the 50th GI's yearly assembly (GI Informatik 2020 Jahrestagung).}, language = {en} } @article{SchmiedGrossmannMuelleretal.2020, author = {Schmied, Sebastian and Großmann, Daniel and Mueller, Ralph and Mathias, Selvine George and Jumar, Ulrich}, title = {Erstellung und Management von Informationsmodellen f{\"u}r bestehende Produktionssysteme}, volume = {68}, journal = {at - Automatisierungstechnik}, number = {5}, publisher = {De Gruyter}, address = {Berlin}, issn = {2196-677X}, doi = {https://doi.org/10.1515/auto-2020-0021}, pages = {325 -- 336}, year = {2020}, language = {de} } @inproceedings{ThakurBeckMostaghimetal.2020, author = {Thakur, Akshay and Beck, Robert and Mostaghim, Sanaz and Großmann, Daniel}, title = {Machine Learning for evaluating Kaizens in Volkswagen Production System - An Industrial Case study}, booktitle = {Proceedings: 2020 IEEE 7th International Conference on Data Science and Advanced Analytics: DSAA 2020}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-8206-3}, doi = {https://doi.org/10.1109/DSAA49011.2020.00114}, pages = {781 -- 782}, year = {2020}, language = {en} } @article{MayerCorbettHof2021, author = {Mayer, Kevin and Corbett, Christopher and Hof, Hans-Joachim}, title = {A generalized approach to automotive forensics}, volume = {2021}, pages = {301111}, journal = {Forensic Science International: Digital Investigation}, number = {36, Supplement}, publisher = {Elsevier}, address = {Amsterdam}, issn = {2666-2817}, doi = {https://doi.org/10.1016/j.fsidi.2021.301111}, year = {2021}, abstract = {In the past years, software became an essential topic in modern vehicles, e.g., with the rise of more and more complex driver assistance systems. The advent of automated driving will drive this trend even further. Today, accident investigation, as well as warranty claim analysis, need to take into consideration an analysis of the rapidly increasing proportion of software and security based implementations as part of modern vehicles, the so-called digital forensics. This paper evaluates the general feasibility of digital forensics on a state-of-the-art vehicle. To do so, we analyzed current digital forensics techniques on a state-of-the-art vehicle to constitute gaps in the automotive forensics process used on in-vehicle systems. We present a general process for automotive forensics to close existing gaps and implemented it on a state-of-the-art vehicle in an in-vehicle device manipulation scenario. The implementation uses the on-board diagnostics interface, the diagnostics over internet protocol, as well as the unified diagnostic services for communication. Our implementation requires automotive Ethernet at the diagnostic interface. Our research shows future directions for efficient automotive forensic as well as the exemplary feasibility of automotive forensic analysis on state-of-the-art vehicles without the need for additional invehicle components such as intrusion detection systems or event data recorders.}, language = {en} } @inproceedings{MathiasSchmiedGrossmannetal.2020, author = {Mathias, Selvine George and Schmied, Sebastian and Großmann, Daniel and Mueller, Ralph and Mroß, Bj{\"o}rn}, title = {A Compliance Testing Structure for Implementation of Industry Standards through OPC UA}, booktitle = {Proceedings 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-8956-7}, doi = {https://doi.org/10.1109/ETFA46521.2020.9212119}, pages = {1091 -- 1094}, year = {2020}, language = {en} } @inproceedings{MuellerGrossmannSchmiedetal.2020, author = {Mueller, Ralph and Großmann, Daniel and Schmied, Sebastian and Mathias, Selvine George}, title = {Validation of dynamic interoperability and virtual commissioning of production equipment in early development stages}, booktitle = {Proceedings 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-8956-7}, doi = {https://doi.org/10.1109/ETFA46521.2020.9211988}, pages = {1159 -- 1162}, year = {2020}, language = {en} } @inproceedings{SchmiedGrossmannMathiasetal.2020, author = {Schmied, Sebastian and Großmann, Daniel and Mathias, Selvine George and Mueller, Ralph}, title = {An approach for aggregation and historicization of production entities in the graph}, booktitle = {Proceedings 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-8956-7}, doi = {https://doi.org/10.1109/ETFA46521.2020.9211907}, pages = {1107 -- 1110}, year = {2020}, language = {en} } @inproceedings{MathiasSchmiedGrossmann2020, author = {Mathias, Selvine George and Schmied, Sebastian and Großmann, Daniel}, title = {Monitoring of discrete electrical signals from welding processes using data mining and IIoT approaches}, booktitle = {Proceedings, IEEE 32nd International Conference on Tools with Artificial Intelligence, (ICTAI 2020)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-9228-4}, doi = {https://doi.org/10.1109/ICTAI50040.2020.00142}, pages = {911 -- 916}, year = {2020}, language = {en} } @inproceedings{SchmiedGrossmannMathiasetal.2020, author = {Schmied, Sebastian and Großmann, Daniel and Mathias, Selvine George and Mueller, Ralph}, title = {An approach for an industrial information model management}, booktitle = {Proceedings, 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-6389-5}, doi = {https://doi.org/10.1109/ICPS48405.2020.9274751}, pages = {402 -- 405}, year = {2020}, language = {en} } @inproceedings{GajekSchiendorferReif2019, author = {Gajek, Carola and Schiendorfer, Alexander and Reif, Wolfgang}, title = {A chained neural network model for photovoltaic power forecast}, booktitle = {Machine Learning, Optimization, and Data Science: 5th International Conference, LOD 2019, Siena, Italy, September 10-13, 2019, Proceedings}, editor = {Nicosia, Giuseppe and Pardalos, Panos and Umeton, Renato and Giuffrida, Giovanni and Sciacca, Vincenzo}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-37598-0}, issn = {0302-9743}, doi = {https://doi.org/10.1007/978-3-030-37599-7_47}, pages = {566 -- 578}, year = {2019}, language = {en} } @inproceedings{SchiendorferReif2019, author = {Schiendorfer, Alexander and Reif, Wolfgang}, title = {Reducing bias in preference aggregation for multiagent soft constraint problems}, booktitle = {Principles and Practice of Constraint Programming, 25th International Conference, CP 2019, Proceedings}, editor = {Schiex, Thomas and de Givry, Simon}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-30047-0}, doi = {https://doi.org/10.1007/978-3-030-30048-7_30}, pages = {510 -- 526}, year = {2019}, language = {en} } @article{VogtMuellerKampaetal.2021, author = {Vogt, Anna and Mueller, Ralph and Kampa, Thomas and Stark, Rainer and Großmann, Daniel}, title = {Concept and architecture for information exchange between digital twins of the product (CPS) and the production system (CPPS)}, journal = {Procedia CIRP}, publisher = {Elsevier}, address = {Amsterdam}, issn = {2212-8271}, doi = {https://doi.org/10.1016/j.procir.2021.11.217}, pages = {1292 -- 1297}, year = {2021}, abstract = {The Digital Twin concept and CPS- and IIoT-based approaches are increasingly important topics concerning future Industry 4.0 architectures. They offer high potential for dynamical aspects in intelligent production planning and control as well as part traceability and documentation. Standardized information exchange is an upcoming requirement among the whole supply chain. This paper presents a concept for a Digital Twin architecture based on motor production in the automotive industry. The key aspect is an information exchange structure for Digital Twins of products and production systems that are combined using principles of Dynamic Aggregation.}, language = {en} } @inproceedings{StieberHoffmannSchiendorferetal.2020, author = {Stieber, Simon and Hoffmann, Alwin and Schiendorfer, Alexander and Reif, Wolfgang and Beyrle, Matthias and Faber, Jan and Richter, Michaela and Sause, Markus}, title = {Towards real-time process monitoring and machine learning for manufacturing composite structures}, booktitle = {Proceedings 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-8956-7}, doi = {https://doi.org/10.1109/ETFA46521.2020.9212097}, pages = {1455 -- 1458}, year = {2020}, language = {en} } @inproceedings{FleischmannFriedlGrossmannetal.2021, author = {Fleischmann, Albert and Friedl, Anton and Großmann, Daniel and Schmidt, Werner}, title = {Modeling and implementing of industrie 4.0 scenarios}, booktitle = {Modelling to Program}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-72695-9}, issn = {1865-0929}, doi = {https://doi.org/10.1007/978-3-030-72696-6_4}, pages = {90 -- 112}, year = {2021}, language = {en} } @article{SchmiedMathiasGrossmannetal.2021, author = {Schmied, Sebastian and Mathias, Selvine George and Großmann, Daniel and Mueller, Ralph and Jumar, Ulrich}, title = {Information modelling with focus on existing manufacturing systems}, volume = {2021}, journal = {Annual Reviews in Control}, number = {51}, publisher = {Elsevier}, address = {Amsterdam}, issn = {1367-5788}, doi = {https://doi.org/10.1016/j.arcontrol.2021.04.010}, pages = {392 -- 400}, year = {2021}, language = {en} } @inproceedings{SchmiedGrossmannMathiasetal.2021, author = {Schmied, Sebastian and Großmann, Daniel and Mathias, Selvine George and Mueller, Ralph}, title = {A concept towards the evolution and versioning of aggregated information models}, booktitle = {Proceedings: 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-2989-1}, doi = {https://doi.org/10.1109/ETFA45728.2021.9613193}, year = {2021}, language = {en} } @inproceedings{MuellerGrossmannSchmiedetal.2021, author = {Mueller, Ralph and Großmann, Daniel and Schmied, Sebastian and Mathias, Selvine George}, title = {Architecture of a model in the middle approach for virtual commissioning and integration of production entities}, booktitle = {Proceedings: 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-2989-1}, doi = {https://doi.org/10.1109/ETFA45728.2021.9613619}, year = {2021}, language = {en} } @inproceedings{MathiasManchaGrossmannetal.2021, author = {Mathias, Selvine George and Mancha, Mathew John and Großmann, Daniel and Kujat, Bernd and Schiebold, Kay}, title = {Investigations on numerical techniques for detecting variations in acoustic emissions}, booktitle = {IECON 2021 - 47th Annual Conference of the IEEE Industrial Electronics Society}, publisher = {IEEE}, address = {Piscataway (NJ)}, isbn = {978-1-6654-3554-3}, doi = {https://doi.org/10.1109/IECON48115.2021.9589074}, year = {2021}, language = {en} } @inproceedings{StieberSchroeterSchiendorferetal.2021, author = {Stieber, Simon and Schr{\"o}ter, Niklas and Schiendorfer, Alexander and Hoffmann, Alwin and Reif, Wolfgang}, title = {FlowFrontNet: Improving Carbon Composite Manufacturing with CNNs}, booktitle = {Machine Learning and Knowledge Discovery in Databases, Applied Data Science Track, Proceedings, Part IV}, editor = {Dong, Yuxiao and Mladenić, Dunja and Saunders, Craig}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-67667-4}, doi = {https://doi.org/10.1007/978-3-030-67667-4_25}, pages = {411 -- 426}, year = {2021}, language = {en} } @inproceedings{GeorgesCzarnowskiBocklet2019, author = {Georges, Munir and Czarnowski, Krzysztof and Bocklet, Tobias}, title = {Ultra-Compact NLU: Neuronal Network Binarization as Regularization}, booktitle = {Proceedings Interspeech 2019}, publisher = {ISCA}, address = {Grenoble}, doi = {https://doi.org/10.21437/Interspeech.2019-2591}, pages = {809 -- 813}, year = {2019}, language = {en} } @inproceedings{KendrickFrohnmaierGeorges2021, author = {Kendrick, Caroline and Frohnmaier, Mariano and Georges, Munir}, title = {Audio-Visual Recipe Guidance for Smart Kitchen Devices}, booktitle = {ICNLSP 2021: Proceedings of the 4th International Conference on Natural Language and Speech Processing}, publisher = {ACL}, address = {Stroudsburg}, isbn = {978-1-955917-18-6}, doi = {https://aclanthology.org/2021.icnlsp-1.30}, pages = {257 -- 261}, year = {2021}, language = {en} } @inproceedings{XianChaudharyBock2020, author = {Xian, Zhicong and Chaudhary, Tabish and Bock, J{\"u}rgen}, title = {Making Sense of Touch}, booktitle = {Workshop on New advances in Brain-inspired Perception, Interaction and Learning, International Conference on Robotics and Automation 2020}, subtitle = {unsupervised Shapelet Learning in Bag-of-words Sense}, url = {https://brain-pil.github.io/icra2020/contributions/Brain-PIL_2020_contrib_7.pdf}, year = {2020}, language = {en} } @inproceedings{VenetSafronovEhambrametal.2020, author = {Venet, Pierre and Safronov, Kirill and Ehambram, Aaronkumar and Wagner, Sven and Bock, J{\"u}rgen and Zimmermann, Uwe E.}, title = {Application of Ontologies for Semantic Scene Segmentation and Object Recognition}, booktitle = {ISR 2020: 52th International Symposium on Robotics in conjunction with: automatica}, publisher = {VDE Verlag}, address = {Berlin}, isbn = {978-380075429-8}, url = {https://www.vde-verlag.de/proceedings-de/455428037.html}, pages = {258 -- 264}, year = {2020}, language = {en} } @article{HummBenseBocketal.2020, author = {Humm, Bernhard and Bense, Hermann and Bock, J{\"u}rgen and Classen, Mario and Halvani, Oren and Herta, Christian and Hoppe, Thomas and Juwig, Oliver and Siegel, Melanie}, title = {Applying machine intelligence in practice}, volume = {43}, journal = {Informatik Spektrum}, subtitle = {Selected results of the 2019 DagstuhlWorkshop on Applied Machine Intelligence}, number = {2}, publisher = {Springer}, address = {Berlin}, issn = {1432-122X}, doi = {https://doi.org/10.1007/s00287-020-01259-2}, pages = {137 -- 144}, year = {2020}, abstract = {The relevance of Machine Intelligence, a.k.a. Artificial Intelligence (AI), is undisputed at the present time. This is not only due to AI successes in research but, more prominently, its use in day-to-day practice. In 2014, we started a series of annual workshops at the Leibniz Zentrum f{\"u}r Informatik, Schloss Dagstuhl, Germany, initially focussing on Corporate Semantic Web and later widening the scope to Applied Machine Intelligence. This article presents a number of AI applications from various application domains, including medicine, industrial manufacturing and the insurance sector. Best practices, current trends, possibilities and limitations of new AI approaches for developing AI applications are also presented. Focus is put on the areas of natural language processing, ontologies and machine learning. The article concludes with a summary and outlook.}, language = {en} } @techreport{BayhaBockBossetal.2020, author = {Bayha, Andreas and Bock, J{\"u}rgen and Boss, Birgit and Diedrich, Christian and Malakuti, Somayeh}, title = {Describing Capabilities of Industrie 4.0 Components}, subtitle = {Joint White Paper between Plattform Industrie 4.0, VDI GMA 7.20, BaSys 4.2}, institution = {Gesch{\"a}ftsstelle Plattform Industrie 4.0}, publisher = {Bundesministerium f{\"u}r Wirtschaft und Energie}, address = {Berlin}, url = {https://www.plattform-i40.de/IP/Redaktion/EN/Downloads/Publikation/Capabilities_Industrie40_Components.html}, pages = {33}, year = {2020}, language = {en} } @inproceedings{WeserBockSchmittetal.2020, author = {Weser, Michael and Bock, J{\"u}rgen and Schmitt, Siwara and Perzylo, Alexander and Evers, Kathrin}, title = {An Ontology-based Metamodel for Capability Descriptions}, booktitle = {Proceedings 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-7281-8956-7}, doi = {https://doi.org/10.1109/ETFA46521.2020.9212104}, pages = {1679 -- 1686}, year = {2020}, language = {en} } @book{LuetgeUhl2021, author = {L{\"u}tge, Christoph and Uhl, Matthias}, title = {Business ethics}, subtitle = {an economically informed perspective}, publisher = {Oxford University Press}, address = {Oxford}, isbn = {978-0-19-263385-9}, doi = {https://doi.org/10.1093/oso/9780198864776.001.0001}, pages = {x, 332}, year = {2021}, language = {en} } @inproceedings{KasparMunozOsorioBock2021, author = {Kaspar, Manuel and Mu{\~n}oz Osorio, Juan D. and Bock, J{\"u}rgen}, title = {Sim2Real Transfer for Reinforcement Learning without Dynamics Randomization}, booktitle = {2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, publisher = {IEEE}, address = {Piscataway (NJ)}, isbn = {978-1-7281-6212-6}, issn = {2153-0866}, doi = {https://doi.org/10.1109/IROS45743.2020.9341260}, pages = {4383 -- 4388}, year = {2021}, language = {en} } @article{AlfanoRuschUhl2018, author = {Alfano, Mark and Rusch, Hannes and Uhl, Matthias}, title = {Ethics, morality, and game theory}, volume = {9}, pages = {20}, journal = {Games}, number = {2}, publisher = {MDPI}, address = {Basel}, issn = {2073-4336}, doi = {https://doi.org/10.3390/g9020020}, year = {2018}, abstract = {Ethics is a field in which the gap between words and actions looms large. Game theory and the empirical methods it inspires look at behavior instead of the lip service people sometimes pay to norms. We believe that this special issue comprises several illustrations of the fruitful application of this approach to ethics.}, language = {en} }