Publications of ILT

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2022 AI Systems Engineering - systematic development and operation of AI-based systems
Beyerer, Jürgen; Pfrommer, Julius; Usländer, Thomas
Editorial
2022 Symbiotic Evolution of Digital Twin Systems and Dataspaces
Usländer, Thomas; Baumann, Michael; Boschert, Stefan; Rosen, Roland; Sauer, Olaf; Stojanovic, Ljiljana; Wehrstedt, Jan Christoph
Zeitschriftenaufsatz
Journal Article
2022 A Review on Approaches for Causal Structure Identification
Rehak, Josephine
Konferenzbeitrag
Conference Paper
2022 Towards a Better Understanding of Machine Learning based Network Intrusion Detection Systems in Industrial Networks
Borcherding, Anne; Feldmann, Lukas; Karch, Markus; Meshram, Ankush; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2022 Erstellung eines semantischen Modells zur transparenten Nachhaltigkeitsbewertung von Lieferketten am Beispiel der Automobilindustrie
Schöppenthau, Felix
Master Thesis
2022 MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors
Wu, Chengzhi; Zhou, Kanran; Kaiser, Jan-Philipp; Mitschke, Norbert; Klein, Jan-Felix; Pfrommer, Julius; Beyerer, Jürgen; Lanza, Gisela; Heizmann, Michael; Furmans, Kai
Zeitschriftenaufsatz
Journal Article
2022 KI-Engineering - AI Systems Engineering
Pfrommer, Julius; Usländer, Thomas; Beyerer, Jürgen
Zeitschriftenaufsatz
Journal Article
2022 Industrial Data Spaces
Usländer, Thomas; Teuscher, Andreas
Aufsatz in Buch
Book Article
2022 Agiles Produktionssystem mittels lernender Roboter bei ungewissen Produktzuständen am Beispiel der Anlasser-Demontage
Lanza, Gisela; Asfour, Tamim; Beyerer, Jürgen; Deml, Barbara; Fleischer, Jürgen; Heizmann, Michael; Furmans, Kai; Hofmann, Constantin; Cebulla, Alexander; Dreher, Christian; Kaiser, Jan-Philipp; Klein, Jan-Felix; Leven, Fabian; Mangold, Simon; Mitschke, Norbert; Stricker, Nicole; Pfrommer, Julius; Wu, Chengzhi; Wurster, Marco; Zaremski, Manuel
Zeitschriftenaufsatz
Journal Article
2022 Energy Data Space
Berkhout, Volker; Frey, Carsten; Hertweck, Philipp; Nestle, David; Wickert, Manuel
Aufsatz in Buch
Book Article
2022 Erleichterung des Zugriffs auf INSPIRE-Daten über standardbasierte Anwendungsprogrammierschnittstellen
Moßgraber, Jürgen; Schaaf, Hylke van der; Schleidt, Kathi
Konferenzbeitrag
Conference Paper
2022 PAISE® - process model for AI systems engineering
Hasterok, Constanze; Stompe, Janina
Zeitschriftenaufsatz
Journal Article
2022 An ontology for remanufacturing systems
Pfrommer, Julius; Klein, Jan-Felix; Wurster, Marco; Rapp, Simon; Grauberger, Patric; Lanza, Gisela; Albers, Albert; Matthiesen, Sven; Beyerer, Jürgen
Zeitschriftenaufsatz
Journal Article
2022 Cluster Crash: Learning from Recent Vulnerabilities in Communication Stacks
Borcherding, Anne; Takacs, Philipp; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2022 Improving Driver Performance and Experience in Assisted and Automated Driving with Visual Cues in the Steering Wheel
Diederichs, Frederik; Muthumani, Arun; Feierle, Alexander; Galle, Melanie; Mathis, Lesley-Ann; Bopp-Bertenbreiter, Anja Valeria; Widlroither, Harald; Bengler, Klaus
Zeitschriftenaufsatz
Journal Article
2022 Bauhaus.MobilityLab: A Living Lab for the Development and Evaluation of AI-Assisted Services
Frey, Carsten; Hertweck, Philipp; Richter, Lucas; Warweg, Oliver
Zeitschriftenaufsatz
Journal Article
2021 Digital Transformation in Practice: Learning from IIC Deployments
Bortchen, Jennifer; Fan, Xinxin; Frick, Florian; Hakeem, Dirar; Hunt, James J.; Jung, Hail; Lim, Chaisung; Park, Jung-Ywn; Watson, Kym
Zeitschriftenaufsatz
Journal Article
2021 Security in Simulation - New Authorization Opportunities in HLA 4
Möller, Björn; Karlsson, Mikael; Herzog, Reinhard; Wood, Doug
Konferenzbeitrag
Conference Paper
2021 Integration von KI-Algorithmen in Umweltinformationssysteme mittels SensorThings API
Hertweck, Philipp; Schaaf, Hylke van der; Hilbring, Desiree; Weis, Jonas; Liesch, Tanja; Budde, Matthias
Konferenzbeitrag
Conference Paper
2021 Übertragung eines Vorgehensmodells zur KI-Integration von der Industrie auf Umweltinformationssysteme
Hilbring, Desiree; Pfrommer, Julius
Konferenzbeitrag
Conference Paper
2021 OPAL - The Toolbox for the Integration and Analysis of IoT in a Semantically Annotated Way
Hertweck, Philipp; Hellmund, Tobias; Moßgraber, Jürgen
Zeitschriftenaufsatz
Journal Article
2021 Automatisierte, minimalinvasive Sicherheitsanalyse und Vorfallreaktion für industrielle Systeme
Patzer, Florian
Dissertation
Doctoral Thesis
2021 PAISE®. Das Vorgehensmodell für KI-Engineering
Hasterok, Constanze; Stompe, Janina; Pfrommer, Julius; Usländer, Thomas; Ziehn, Jens; Reiter, Sebastian; Weber, Michael; Riedel, Till
Studie
Study
2021 Sharing of Asset Administration Shells with the International Data Spaces
Volz, Friedrich
Konferenzbeitrag
Conference Paper
2021 Informatik in der Fabrik. Die Welten wachsen zusammen. Ein Überblick
Sauer, Olaf; Usländer, Thomas
Buch
Book
2021 Nitrat-Monitoring 4.0 - Intelligente Systeme zur nachhaltigen Reduzierung von Nitrat im Grundwasser
Liesch, Tanja; Bruns, Julian; Abecker, Andreas; Hilbring, Desiree; Karimanzira, Divas; Martin, Tobias; Wagner, Martin; Wunsch, Andreas; Fischer, Thilo
Konferenzbeitrag
Conference Paper
2021 Distributed Planning for Self-Organizing Production Systems
Pfrommer, Julius
Dissertation
Doctoral Thesis
2021 Generating Artificial Sensor Data for the Comparison of Unsupervised Machine Learning Methods
Zimmering, Bernd; Niggemann, Oliver; Hasterok, Constanze; Pfannstiel, Erik; Ramming, Dario; Pfrommer, Julius
Zeitschriftenaufsatz
Journal Article
2021 An Approach for Realizing Hybrid Digital Twins Using Asset Administration Shells and Apache StreamPipes
Jacoby, Michael; Jovicic, Branislav; Stojanovic, Ljiljana; Stojanovic, Nenad
Zeitschriftenaufsatz
Journal Article
2021 A Proposal on Discovering Causal Structures in Technical Systems by Means of Interventions
Rehak, Josephine
Konferenzbeitrag
Conference Paper
2021 An approach for Industrie 4.0-compliant and data-sovereign Digital Twins
Jacoby, Michael; Volz, Friedrich; Weißenbacher, Christian; Stojanovic, Ljiljana; Usländer, Thomas
Zeitschriftenaufsatz
Journal Article
2021 Security in Industrial Environments
Borcherding, Anne
Vortrag
Presentation
2021 Smart Factory Web - A Blueprint Architecture for Open Marketplaces for Industrial Production
Usländer, Thomas; Schöppenthau, Felix; Schnebel, Boris; Heymann, Sascha; Stojanovic, Ljiljana; Watson, Kym; Nam, Seungwook; Morinaga, Satoshi
Zeitschriftenaufsatz
Journal Article
2021 Das Internet der Dinge und neue digitale Geschäftsmodelle in der Lebensmittelindustrie
Brink, Gunnar; Chaves, Fernando
Aufsatz in Buch
Book Article
2021 Eigenständige Überwachung der Modellvalidität
Hasterok, Constanze; Hamman, Gerhard; Fleischer, Jürgen
Zeitschriftenaufsatz
Journal Article
2021 Praxisnahes Lernen: IT-Sicherheit in der Industrie 4.0
Haas, Christian; Otto, Jens
Zeitschriftenaufsatz
Journal Article
2021 Vom sicheren Datenaustausch zur kollaborativen Nutzung von Daten
Gröll, Roland; Herr, Julian; Batz, Thomas; Ruge, David
Zeitschriftenaufsatz
Journal Article
2021 Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems
Rueden, Laura von; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Walczak, Michal; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis
Zeitschriftenaufsatz
Journal Article
2021 The Design and Implementation of ZEUS: Novel Support in Managing Large-Scale Evacuations
Hellmund, Tobias; Moßgraber, Jürgen; Schenk, Manfred; Hertweck, Philipp; Schaaf, Hylke van der; Springer, Hans
Konferenzbeitrag
Conference Paper
2021 The AMLTestCenter: Rule-based verification of AML documents for generic and AAS conformity
Blume, Jan-Wilhelm; Stojanovic, Ljiljana
Aufsatz in Buch
Book Article
2021 ZEUS - A novel tool for the management and coordination of large-scale evacuations
Hellmund, Tobias; Moßgraber, Jürgen; Schenk, Manfred; Schaaf, Hylke van der; Springer, Hans
Konferenzbeitrag
Conference Paper
2021 At the end of the line: How automakers can embrace flexible production
Borowski, Axel; Hafner, Claus; Trögel, Peter; Sauer, Olaf; Pfrommer, Julius
Studie
Study
2021 On the Security of IIoT Deployments: An Investigation of Secure Provisioning Solutions for OPC UA
Kohnhäuser, Florian; Meier, David; Patzer, Florian; Finster, Sören
Zeitschriftenaufsatz
Journal Article
2021 International Data Spaces tailored to Industrie 4.0 - How to Address the Requirements for Data Sovereignty
Usländer, Thomas
Konferenzbeitrag
Conference Paper
2021 Methodology and Tools for Digital Twin Management - The FA3ST Approach
Stojanovic, Ljiljana; Usländer, Thomas; Volz, Friedrich; Weißenbacher, Christian; Müller, Jens; Jacoby, Michael; Bischoff, Tino
Zeitschriftenaufsatz
Journal Article
2021 Industrie 4.0 - Aktuelle Entwicklungen aus Sicht der Informatik
Usländer, Thomas
Konferenzbeitrag
Conference Paper
2021 Corona-Management per Map und Touch. Elektronische Lagedarstellung erleichtert Abstimmung im Bevölkerungsschutz
Moßgraber, Jürgen
Zeitschriftenaufsatz
Journal Article
2021 Gewässerinformationssysteme auf Basis von XCNF und die Nutzung der SensorThings API zur Veröffentlichung von Daten
Hilbring, Desiree; Saenger, Robert; Stumpp, Jörg; Schaaf, Hylke van der
Konferenzbeitrag
Conference Paper
2020 Cognitive Digital Twins for the Process Industry
Abburu, Sailesh; Berre, Arne J.; Jacoby, Michael; Roman, Dumitru; Stojanovic, Ljiljana; Stojanovic, Nenad
Konferenzbeitrag
Conference Paper
2020 COGNITWIN - Hybrid and Cognitive Digital Twins for the Process Industry
Abburu, Sailesh; Berre, Arne J.; Jacoby, Michael; Roman, Dumitru; Stojanovic, Ljiljana; Stojanovic, Nenad
Konferenzbeitrag
Conference Paper
2020 Smart Services in the Physical World: Digital Twins
Stojanovic, Ljiljana; Bader, Sebastian R.
Aufsatz in Buch
Book Article
2020 Smart City Technologies for Cultural Heritage Protection
Moßgraber, Jürgen; Hellmund, Tobias; Hertweck, Philipp; Schaaf, Hylke van der
Vortrag
Presentation
2020 Object Detection in 3D Point Clouds via Local Correlation-Aware Point Embedding
Wu, Chengzhi; Pfrommer, Julius; Beyerer, Jürgen; Li, Kangning; Neubert, Boris
Konferenzbeitrag
Conference Paper
2020 Intelligent edge processing
Stojanovic, Ljiljana
Konferenzbeitrag
Conference Paper
2020 An Environmental Sensor Data Suite Using the OGC SensorThings API
Schaaf, Hylke van der; Moßgraber, Jürgen; Grellet, S.; Beaufils, M.; Schleidt, K.; Usländer, Thomas
Konferenzbeitrag
Conference Paper
2020 Performance Analysis and Optimization of Semantic Queries
Hertweck, Philipp; Kristiansen, Erik; Hellmund, Tobias; Moßgraber, Jürgen
Konferenzbeitrag
Conference Paper
2020 Semantische Integration von Daten zur Beurteilung der Sicherheitslage
Hertweck, Philipp
Konferenzbeitrag
Conference Paper
2020 Big Data Challenges in Smart Manufacturing Industry. A Whitepaper on Digital Europe Big Data Challenges for Smart Manufacturing Industry. Version 2020
Bericht
Report
2020 Schlussbericht FlexSi-Pro
Patzer, Florian; Kobzan, Thomas; Haas, Christian
Bericht
Report
2020 Gewässerinformation evolutionär. Fraunhofer-Softwaresystem unterstützt Umweltbehörden seit über 20 Jahren
Usländer, Thomas; Hilbring, Desiree
Zeitschriftenaufsatz
Journal Article
2020 Open-Source Implementierung von OPC UA PubSub für echtzeitfähige Kommunikation mit Time-Sensitive Networking
Pfrommer, Julius; Usländer, Thomas
Konferenzbeitrag
Conference Paper
2020 A Meta Model for a Comprehensive Description of Network Protocols Improving Security Tests
Pfrang, Steffen; Meier, David; Fleig, Andreas; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2020 Design and Evaluation of Methods for Efficient Fuzzing of Stateful Software
Giraud, Mark
Master Thesis
2020 Helper-in-the-Middle: Supporting Web Application Scanners Targeting Industrial Control Systems
Borcherding, Anne; Pfrang, Steffen; Haas, Christian; Weiche, Albrecht; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2020 Context-Aware Software-Defined Networking for Automated Incident Response in Industrial Networks
Patzer, Florian; Lüdtke, Philipp; Meshram, Ankush; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2020 Portable Trust Anchor for OPC UA Using Auto-Configuration
Meier, David; Patzer, Florian; Drexler, Matthias; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2020 ELFIE - The OGC Environmental Linked Features Interoperability Experiment
Schleidt, K.; O'Grady, M.; Grellet, S.; Feliachi, A.; Schaaf, Hylke van der
Konferenzbeitrag
Conference Paper
2020 Digital twin and internet of things
Jacoby, Michael; Usländer, Thomas
Zeitschriftenaufsatz
Journal Article
2019 Security Testing für industrielle Automatisierungskomponenten: Ein Framework, sein Einsatz und Ergebnisse am Beispiel von Profinet-Buskopplern
Pfrang, Steffen; Borcherding, Anne
Konferenzbeitrag
Conference Paper
2019 Automated security testing for web applications on industrial automation and control systems
Pfrang, Steffen; Borcherding, Anne; Meier, David; Beyerer, Jürgen
Zeitschriftenaufsatz
Journal Article
2019 Semantic Queries Supporting Crisis Management Systems
Schenk, Manfred; Hellmund, Tobias; Hertweck, Philipp; Moßgraber, Jürgen
Konferenzbeitrag
Conference Paper
2019 Implementing the HERACLES Ontology - An Ontology as backbone for a Knowledge Base in the Cultural Heritage Protection Domain
Hellmund, Tobias; Hertweck, Philipp; Moßgraber, Jürgen; Hilbring, Désirée; Pouli, Paraskevi; Padeletti, Guiseppina
Zeitschriftenaufsatz
Journal Article
2019 Smart Factory Web Testbed: From concept to reality
Watson, Kym
Internetbeitrag
Internet Contribution
2019 Production quality control through a user-oriented and characteristic-based quality visualization model
Gewohn, M.; Usländer, Thomas; Beyerer, Jürgen
Zeitschriftenaufsatz
Journal Article
2019 A Filtering and Visualization Workbench for Messages in Crisis Management
Blume, Jan-Wilhelm; Hertweck, Philipp; Hellmund, Tobias; Moßgraber, Jürgen
Konferenzbeitrag
Conference Paper
2019 Automated Incident Response for Industrial Control Systems Leveraging Software-defined Networking
Patzer, Florian; Meshram, A.; Heß, M.
Konferenzbeitrag
Conference Paper
2019 Industrial Network Topology Analysis with Episode Mining
Meshram, Ankush
Konferenzbeitrag
Conference Paper
2019 Towards Computer-Aided Security Life Cycle Management for Critical Industrial Control Systems
Patzer, Florian; Meshram, A.; Birnstill, Pascal; Haas, Christian; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 The Industrie 4.0 Asset Administration Shell as Information Source for Security Analysis
Patzer, Florian; Volz, Friedrich; Usländer, Thomas; Blöcher, Immanuel; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 An Industrial Marketplace - the Smart Factory Web Approach and Integration of the International Data Space
Volz, Friedrich; Stojanovic, Ljiljana; Lamberti, Robin
Konferenzbeitrag
Conference Paper
2019 Employing Geospatial Semantics and Semantic WebTechnologies in Natural Disaster Management
Hellmund, Tobias; Schenk, Manfred; Hertweck, Philipp; Moßgraber, Jürgen
Konferenzbeitrag
Conference Paper
2019 Overview: Agile Service Engineering in IIoT Ecosystems
Usländer, Thomas
Zeitschriftenaufsatz
Journal Article
2019 Design of an Example Network Protocol for Security Tests Targeting Industrial Automation Systems
Pfrang, Steffen; Giraud, M.; Borcherding, Anne; Meier, David; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 Management of Sensor Data with Open Standards
Hertweck, Philipp; Hellmund, Tobias; Schaaf, Hylke van der; Moßgraber, Jürgen; Blume, Jan-Wilhelm
Konferenzbeitrag
Conference Paper
2019 Outcomes, Insights and Best Practices from IIC Testbeds: Smart Factory Web Testbed
Watson, Kym; Fontaine, Joseph
Zeitschriftenaufsatz
Journal Article
2019 Complex Event Processing as an Approach for real-time Analytics in industrial Environments
Lamberti, Robin; Stojanovic, Ljiljana
Konferenzbeitrag
Conference Paper
2018 Ontology-based representation of crisis management procedures for climate events
Kontopoulos, E.; Mitzias, P.; Moßgraber, Jürgen; Hertweck, Philipp; Schaaf, Hylke van der; Hilbring, Desiree; Lombardo, F.; Norbiato, D.; Ferri, M.; Karakostas, A.; Vrochidis, S.; Kompatsiaris, I.
Konferenzbeitrag
Conference Paper
2018 A quality information management model for smart rework control within vehicle assembly processes
Gewohn, M.; Beyerer, Jürgen; Usländer, Thomas; Sutschet, Gerhard
Konferenzbeitrag
Conference Paper
2018 Detecting and preventing replay attacks in industrial automation networks operated with profinet IO
Pfrang, Steffen; Meier, David
Zeitschriftenaufsatz
Journal Article
2018 An Ontology for Cultural Heritage Protection against Climate Change
Moßgraber, Jürgen; Pouli, P.; Hilbring, Desiree; Padeletti, G.; Hellmund, Tobias
Konferenzbeitrag
Conference Paper
2018 Applying Semantic Web Technologies for Decision Support in Climate-Related Crisis Management
Kontopoulos, E.; Mitzias, P.; Dasiopoulou, S.; Moßgraber, Jürgen; Mille, S.; Hertweck, Philipp; Hellmund, Tobias; Karakostas, A.; Vrochidis, S.; Wanner, L.; Kompatsiaris, I.
Vortrag
Presentation
2018 PrivEnergy: A privacy operator framework addressing individual concerns
Tex, C.; Hertweck, Philipp; Schäler, M.; Böhm, K.
Konferenzbeitrag
Conference Paper
2018 Deterministic industrial network communication: Fundamentals
Meshram, A.
Konferenzbeitrag
Conference Paper
2018 The Backbone of Decision Support Systems: The Sensor to Decision Chain
Hertweck, Philipp; Moßgraber, Jürgen; Kontopoulos, E.; Mitzias, P.; Hellmund, Tobias; Karakostas, A.; Hilbring, Desiree; Schaaf, Hylke van der; Vrochidis, S.; Blume, J.; Kompatsiaris, I.
Zeitschriftenaufsatz
Journal Article
2018 Using crowdsource information for managing climate events through the use of modern mobile technology
Hertweck, Philipp; Hellmund, Tobias; Hilbring, Desiree; Schaaf, Hylke van der; Moßgraber, Jürgen
Vortrag
Presentation
2018 Advancing protocol fuzzing for industrial automation and control systems
Pfrang, Steffen; Meier, David; Friedrich, M.; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2018 Smart information visualization for first-time quality within the automobile production assembly line
Gewohn, M.; Beyerer, Jürgen; Usländer, Thomas; Sutschet, Gerhard
Zeitschriftenaufsatz
Journal Article
2018 Harmonizing Data collection in an Ontology for a Risk Management Platform
Hilbring, Desiree; Moßgraber, Jürgen; Hertweck, Philipp; Hellmund, Tobias; Schaaf, Hylke van der; Karakostas, A.; Kontopoulos, E.; Gialampoukidis, I.; Andreadis, S.; Vrochidis, S.; Kompatsiaris, I.
Konferenzbeitrag
Conference Paper
2018 beAWARE: Enhancing Decision Support and Management Services in Extreme Weather Climate Events
Karakostas, A.; Vrochidis, S.; Kompatsiaris, I.; Kantsepolsky, B.; Moßgraber, Jürgen; Wanner, L.; Mandler, B.; Karppinen, A.; Ferri, M.; Vourvachis, I.; Castro, C.; Lintrup, K.
Konferenzbeitrag
Conference Paper
2018 The sensor to decision chain in crisis management
Moßgraber, Jürgen; Hilbring, Desiree; Schaaf, Hylke van der; Hertweck, Philipp; Kontopoulos, E.; Mitzias, P.; Karakostas, A.; Vrochidis, S.; Kompatsiaris, I.
Konferenzbeitrag
Conference Paper
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This list has been generated from the publication platform Fraunhofer-Publica