Publications

Kilian Tran, Jingxi Zhang, Jérôme Pfeiffer, Andreas Wortmann, and Bianca Wiesmayr. Generating PLC Code with Universal Large Language Models. 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), 1-8, September 2024. [PUMA: IEC-61131-3 LLM PLC isw optimization prompting]

Alexander Schmidt, Florian Schellroth, Marc Fischer, Lukas Allimant, and Oliver Riedel. Reinforcement learning methods based on GPU accelerated industrial control hardware. Neural Computing and Applications, 2021. [PUMA: GPU Industrial Manufacturing PLC Real-time Reinforcement control isw learning myown] URL

Heiner Früh, Krzysztof Rudion, Alix von Haken, Bartholomäus Wasowicz, and Malte Gerber. Field-Test Based Comparison of LTE and PLC Communication Technologies for Smart Grid Applications. 2020. [PUMA: BPL Field-Test Grid ICT LTE PLC Smart] URL