Publications

2024

• Industrial Edge MLOps: Overview and ChallengesRani, F., Chollet, N., Vogt, L. & Urbas, L., 2 Jun 2024, ESCAPE34-PSE24: European Symposium on Computer Aided Process Engineering and International Symposium on Process Systems Engineering. Elsevier, Berlin [u.a.], Vol. 53. p. 3019-3024, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Demonstrating Containerization of Model Predictive Control for Modular PlantsVogt, L., Charania, Z., Mädler, J., Lorenz, J., Badrnoebashar, H., Koch, A. & Urbas, L., 12 May 2024, Proceedings of the 2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS). St. Louis: Institute of Electrical and Electronics Engineers (IEEE), 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Strategies for Software and Hardware Compatibility Testing in Industrial ControllersRothhaupt, M., Vogt, L. & Urbas, L., 14 Mar 2024, In: Processes : open access journal. 12 (2024), 3, 14 p., 580Electronic (full-text) versionResearch output: Contribution to journal > Research article
• A review on machine learning approaches for microalgae cultivation systemsSyed, T., Krujatz, F., Ihadjadene, Y., Mühlstädt, G., Hamedi, H., Mädler, J. & Urbas, L., 10 Mar 2024, In: Computers in biology and medicine. 172, 108248Electronic (full-text) versionResearch output: Contribution to journal > Review article
• Self-Evaluation of Trajectory Predictors for Autonomous DrivingKarle, P., Furtner, L. & Lienkamp, M., 29 Feb 2024, In: Electronics. 13, 5, p. 1-16, 16 p., 946Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Modularization approach for large-scale electrolysis systems: a reviewLange, H., Klose, A., Beisswenger, L., Erdmann, D. & Urbas, L., 22 Feb 2024, In: Sustainable energy & fuels. 8, 6, p. 1208-1224, 17 p.Electronic (full-text) versionResearch output: Contribution to journal > Review article
• Strategies for Software and Hardware Compatibility Testing in Industrial ControllersRothhaupt, M., Vogt, L. & Urbas, L., 31 Jan 2024, MDPI, BaselElectronic (full-text) versionResearch output: Preprint/documentation/report > Preprint
• Aiding Modular Plant Design by Linking Capability and Transformation ModelsKoch, A., Kunkel, F., Theophile, L., De la Vega Hernandez, V., Madler, J. & Urbas, L., Jan 2024, 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering. Elsevier Science B.V., p. 583-588, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Case study on quality assurance of third-party models for co-simulation using FMIViedt, I., Lorenz, R. & Urbas, L., Jan 2024, 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering. Manenti, F. & Reklaitis, G. V. (eds.).Vol. 53. p. 3403-3408, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• LSTM-based soft sensor for the prediction of microalgae growthSyed, T., Kalliadan, S., Mädler, J., Laukens, K., Roef, L. & Urbas, L., Jan 2024, 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering. Elsevier Science B.V., p. 3145-3150, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution