Publikationen
Paper
»AI Asset Management: a Case Study with the Asset Administration Shell (AAS)«
09/2022 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)
Paper
»Software deployment in manufacturing environments: A requirements analysis«
09/2022 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)
Paper
»Towards AI Lifecycle Management in Manufacturing Using the Asset Administration Shell (AAS)«
06/2022 Procedia CIRP Volume 107, 2022, Pages 576-581
Paper
»Testing Robot System Safety by Creating Hazardous Human Worker Behavior in Simulation«
04/2022 IEEE ROBOTICS AND AUTOMATION LETTERS, VOL. 7, NO. 2
White Paper
»Industrial Application Areas and Requirements for the FabOS Platform«
02/2022 FabOS Whitepaper
Preprint
»XAutoML: A Visual Analytics Tool for Establishing Trust in Automated Machine Learning«
02/2022 ACM TiiS Special Issue on Human-centered Explainable AI
Conference Paper
»Latency optimized architectures for a real-time inference pipeline for control tasks«
11/2021 International Conference on Information and Communication Technology for Development for Africa (ICT4DA)
Conference Paper
»Benchmarking the Operation Times of NoSQL and MySQL Databases for Python Clients«
10/2021 47th Annual Conference of the IEEE Industrial Electronics Society (IECON)
Conference Paper
»FabOS: Towards an open, distributed, real-time-capable, and secure operating system for production«
09/2021 54th CIRP CMS - Towards Digitalized Manufacturing 4.0
Conference Paper
»Generating Reinforcement Learning Environments for Industrial Communication Protocols«
09/2021 4th International Conference on Artificial Intelligence for Industries (AI4I)
Conference Paper
»Computation Offloading at Field Level: Motivation and Break-Even Point Calculation«
09/2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)
Conference Paper
»Towards Asset Administration Shell-Based Resource Virtualization in 5G Architecture-Enabled Cyber-Physical Production Systems«
09/2021 54th CIRP Conference on Manufacturing Systems (CIRP CMS)
Conference Paper
»Assessing Open Interfaces and Protocols of PLCs for Computation Offloading at Field Level«
06/2021 17th IEEE International Conference on Factory Communication Systems (WFCS))
Conference Paper
»Extending Reference Broadcast Infrastructure Synchronization Protocol in IEEE 802.11 as Enabler for the Industrial Internet of Things«
05/2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS)
Conference Paper
»Incremental Search Space Construction for Machine Learning Pipeline Synthesis«
04/2021 19th International Symposium on Intelligent Data Analysis (IDA)
Conference Paper
»Feasibility Study on Virtual Process Controllers as Basis for Future Industrial Automation Systems«
03/2021 22nd IEEE International Conference on Industrial Technology (ICIT)
Conference Paper
»System Architectures for Cyber-Physical Production Systems enabling Self-X and Autonomy«
09/2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)
Dateien
FabOS-Industrie-Workshop - Einstiegspräsentation
2 MB - pdf
FabOS-Flyer - One Pager
513 KB - pdf
FabOS-Industrie-Workshop-Poster "Infrastruktur für KI"
520 KB - pdf
FabOS-Industrie-Workshop-Poster "Kognitive Werkzeugmaschine"
485 KB - pdf
FabOS-Industrie-Workshop-Poster "Kognitive Robotik"
628 KB - pdf