Publications SRS
In accordance with the well known and accepted rule in the engineering field, the author sequence of all publications (1989 to present) is related to the FLAE system (first-last-author-emphasis system).
2025 |
Journal- and book contributions |
Bejaoui, A.; Boschmann, W.; Donandt, K.; Shyshova, O.; Thind, N. S.; Söffker, D.: _Automation approaches making new generations of inland vessels safe: What is _(really) needed for realizing safe remote and autonomous operating ships?. Automation (MDPI), 2025, submitted.
Gerz, F.; Jelali, M.: Towards Reliable Data Augmentation in Machine Learning: Practices to Prevent Data Leakage. Smart Agricultural Technology, 2025, accepted.[LINK]
Gerz, F.; Schneider, M.G.; Jelali, M.: Integration of Vision Transformer Networks in YOLOv8 for Object Detection: Comparative Study on Plant Disease Detection. IEEE Access, 2025, submitted.
Haupts, P.; Al Joumaa, H.; Al-Shrouf, L; Jelali, M.: Comparative Analysis of Binarization Approaches for Automated Dye Penetrant Testing. MDPI Processes, 2025.[LINK]
Rastin, Z.; Söffker, D.: Probability of Detection-Based Optimization of Machine Learning Classifiers. IEEE TR, 2025, submitted.
Rastin, Z.; Söffker, D.: Advanced POD-based performance evaluation of classifiers for reliable and safe human driver lane changing prediction. Reliability Engineering & System Safety, 2025, submitted.[LINK]
Rosenthal, R.; Albersmann, N.; Jelali ,M.: Robust Algorithm for Calculating the Alignment of Guide Rolls in Slab Continuous Casting Machines. MDPI Algorithms, 2025.[LINK]
Salighe, S.; Söffker, D.: Model-Free Adaptive Control of Discrete-Time Nonlinear Systems With Embedded Multi-Model Framework: Approach and Example. IEEE Transactions on Industrial Informatics, 2025.[LINK]
Shyshova, O.; Rawat, A. S.; Söffker, D.: POD-guided validation and reliability-critical function fusion for safety-certifiable autonomous systems. at - Automatisierungstechnik, Special Issue "Guarantees in Data-Driven Design of Systems in Automation and Control Engineering", 2025, accepted.
Söffker, D.; Bejaoui, A.; Shyshova, O.: Progress towards multidimensionally scalable assisted and/or automated ship navigation and control - part II: human in the interaction loop. Journal of Marine Engineering & Technology, Taylor & Francis Group, special issue title "Advances on Maritime Autonomous Surface Ships", 2025.[LINK]
Söffker, D.; Boschmann, W.; Shyshova, O.: Progress towards multidimensionally scalable assisted and/or automated ship navigation and control - part I: reliable and autonomous guidance - a contradiction?. Journal of Marine Engineering & Technology, Taylor & Francis Group, special issue title "Advances on Maritime Autonomous Surface Ships", 2025.[LINK]
Tanshi, F.; Söffker, D.: A quantitative model of takeover request time budget for conditionally automated driving. IEEE Access, 2025.[LINK]
Yeboah M. K.; Söffker, D.: Modeling of consolidated bioprocessing for bioproduction - A comprehensive review. Bioresources and Bioproducts Journal in MDPI, 2025.[LINK]
Zeno, M.; Söffker, D.: Modeling and control of coupled aquaponic systems: a brief review and suggestions for an improved coupled system design. MDPI (Agriculture), 2025, submitted.
Referenzierbare und mehrfach referierte Konferenzbeiträge |
Bapaiah, K.; Moulik, B.; Sahu, G.; Söffker, D.: A novel speed prediction using BAFCNet: Blended Attention and Feature Calibration Network. 2025 IEEE Vehicle Power and Propulsion Conference (IEEE VPPC), Hangzhou, China, 22-25 October , 2025, accepted.
Benrabia, I.; Söffker, D.: Building Energy Management System Using RB-NMPC: Modeling, validation, and test methods. IEEE GPECOM 2025: 7th Global Power, Energy and Communication Conference, Bochum, Germany, 2025.[LINK]
Böcker, B.; Buscher, F.; Denker, J.; Tenner, A.; Klüter, C.; Krug, S.; Weber, A.; Weber, C.: Enabling Batch Process Flexibility Through Electricity Market Interfaces in Steel Production. Associazone Italina Di Mettallurgia - 7th European Steel Technology and Application Days - ESTAD 2025, Verona, Italy, October 6-9, 2025, accepted.
Diepers, F.; Ahle, E.; Söffker, D.: Investigation of Training Data and Model Structure in Gaussian Process-based Model Predictive Control. 2025 13th IEEE International Conference on Control, Mechatronics and Automation, Paris, France, 2025.[LINK]
Legel, T.; Söffker, D.; Schatzle, R.; Donandt, K.: Towards Explainable Deep Learning for Ship Trajectory Prediction in Inland Waterways. ESREL SRA-E 2025, European Safety and Reliability and Society for Risk Analysis Europe Conference, Stavanger, Norway, June 15-19, 2025.[LINK]
Lessing, M.; Stryczek, M.; Weiss, J.P.; Jelali, M.: Impact of target domain integration on unsupervised anomaly detection in hydroponic agriculture. Scientifics Reports, 2025, accepted.[LINK]
Liebeton, J.; Söffker, D.: Damage detection in CFRP using Acoustic Emission . XX INTERNATIONAL SYMPOSIUM ON DYNAMIC PROBLEMS OF MECHANICS, Águas De Lindóia, SP, Brazil, March 9-14, 2025.[LINK]
Liebeton, J.; Söffker, D.: Detectability of damages in CFRP using Acoustic Emission. 17th Annual Conference of the Prognostics and Health Management Society, Bellevue, WA, USA, October 27-30, 2025.[LINK]
Rastin, Z.; Donandt, K.; Söffker, D.: Reliability comparison of vessel trajectory prediction models via Probability of Detection. IEEE IV, Cluj-Napoca, Romania, 2025.[LINK]
Sahinel, D.; Stücker, C.; Thiermann, R.; Ebert, J.; Denker, J., Weber, A.: Towards a Standardized Digital Product Pass for Green Steel: Developing Novel Framework with Real-Time CO2 Tracking and Secure Data Connectivity for ESPR Compliance. Associazone Italina Di Mettallurgia - 7th European Steel Technology and Application Days - ESTAD 2025, Verona, Italy, October 6-9, 2025, accepted.
Shyshova, O.; Jiang, Q.; Söffker, D.: Online controlled safety-relevant criteria in autonomous systems. ESREL SRA-E 2025, European Safety and Reliability and Society for Risk Analysis Europe Conference, Stavanger, Norway, June 15-19, 2025.[LINK]
Shyshova, O.; Kamdoum Mayouche, A.; Seesunkur, M.; Söffker, D.: Performing Best: Organizing Suitable Human-AI Teaming for Improved Performance: an Experimental Study on Human Recognition Processes Under Time Pressure. IEEE Conference on Cognitive and Computational Aspectsof Situation Management (CogSIMA), Duisburg, Germany, June 2-5, 2025.[LINK]
Söffker, D.; Shyshova, O.: Reliability or ethics: Why should the human decision be initial or final?. ESREL SRA-E 2025, European Safety and Reliability and Society for Risk Analysis Europe Conference, Stavanger, Norway, June 15-19, 2025.[LINK]
Surjana, A. I.; Ahle, E.; Söffker, D.: Study on the Performance of an Event-Based Cloud Multiple NMPC. 2025 8th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), Emden, Germany, May 12-15 , 2025.[LINK]
Surjana, A. I.; Ahle, E.; Söffker, D.: Bumpless Transfer Control Strategy for Event-Based Cloud Control System. 2025 30th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Porto, Portugal, September 9-12, 2025.[LINK]
Tanshi, F.; Söffker, D.: Improved Situation Awareness with User Intention-Based Lane Change Assistant . IEEE Conference on Cognitive and Computational Aspectsof Situation Management (CogSIMA), Duisburg, Germany, June 2-5, 2025, pp. 135-142.[LINK]
Yeboah, M. K.; Asiedu, N. Y.; Söffker, D.; Addo, A.: Modeling of consolidated bioprocessing with encoded microbial consortium for bioethanol production: Polynomial models versus machine learning models. 8th International Conference on Microbiome Engineering, Antwerpen, Belgium, December 1-3, 2025, accepted.
Zeno, M.; Söffker, D.: Modeling and control of coupled aquaponic systems. 8th IFAC Conference on Sensing, Control and Automation Technologies for Agriculture, Davis, CA, USA, August 27-29, 2025, 2025.[LINK]
Weitere Konferenzbeiträge |
Vorträge/Sonstiges |
Söffker, D.: Between hope and reliability: Human-AI teaming for better decision making?. KS Workshop (Prof. V. Hagemann, U Bremen), Bremen, Germany, July 2-4, 2025.