Beganovic, N.; Söffker, D.: Structural Health Management utilization for lifetime prognosis and advanced control strategy deployment of Wind Turbines: An overview and outlook concerning actual methods, tools, and obtained results. Renewable & Sustainable Energy Reviews, Vol. 64, 2016, pp. 68-83.[PDF][LINK]

Moulik, B.; Söffker, D.: Online power management with embedded offline-optimized parameters for three-source hybrid powertrain with experimental emulation application. Energies, MDPI, Vol. 9, No. 6, 2016, pp. 439.[PDF]

Njiri, J. G.; Söffker, D.: State-of-the-Art in Wind Turbine Control: Trends and Challenges. Renewable & Sustainable Energy Reviews, Vol. 60, 2016, pp. 377-393.[PDF][LINK]

Nowak, X.; Söffker, D.: Data-driven Stabilization of unknown Nonlinear Dynamical Systems using a Cognition-based Framework. Nonlinear Dynamics, 2016, pp. 1-15.

Söffker, D.; Wei, C.; Wolff, S., Saadawia, M.S.: Detection of Rotor Cracks: Comparison of an old Model- with a new Signal-based approach. Nonlinear Dynamics, Vol. 83, 2016, pp. 1153-1170.[LINK]

Beganovic, N.; Rothe, S.; Söffker, D.: Identification of diagnostic and prognostic features by means of AE and hydraulic pressure measurements. European Workshop on Structural Health Monitoring, Bilbao, Spain, July 5-8, 2016.[PDF]

Hägele, G.; Söffker, D.: System Safety Surveillance and Control system concept for autonomous or semi-autonomous systems fall-back layer realization. ASME 2016 Dynamic Systems and Control (DSC) Conference, Minneapolis, Minnesota, USA, October 12-14, 2016, pp. V002T29A003.[LINK]

Hägele, G.; Söffker, D.: Fall-back layer concept for autonomous or semi-autonomous systems and processes: requirements, concepts, and first tests. IEEE International Conference on Systems, Man, and Cybernetics, Budapest, Hungary, October 9-12, 2016, pp. 916-921.[LINK]

Hägele, G.; Söffker, D.: Strictly Formalized Situation-Operator-Modeling technique for fall-back layer modeling for autonomous or semi-autonomous systems requiring software-based fail-safe behavior. IEEE International Conference on Systems, Man, and Cybernetics, Budapest, Hungary, October 9-13, 2016, pp. 886-891.[LINK]

Kögler, F.; Söffker, D.: Plant System Behavior at Deficit Irrigation: Experimental Data Collection and System Dynamical Characteristics for Irrigation Control. in: Kage, H.; Sieling, K.; Francke-Weltmann, L.: (Eds.): Jahrestagung der Gesellschaft für Pflanzenbauwissenschaften e. V., Mitteilungen der Gesellschaft für Pflanzenbauwissenschaften, Volume 28, Verlag Liddy Halm, Göttingen, Gießen, Vol. 28, 2016, pp. 36-37.

Madadi, E.; Söffker, D.: Towards an optimal learning for robust iterative-based intelligent PID. ASME 2016 Dynamic Systems and Control (DSC) Conference, Minneapolis, Minnesota, Vol. 1, 2016, pp. V001T02A003.

Rothe, S.; Söffker, D.: Comparison of Different Information Fusion Methods Using Ensemble Selection Considering Benchmark Data. 19th International Conference on Information Fusion (FUSION), Heidelberg, Germany, July 5-8, 2016, pp. 73-78.[LINK]

Sarkheyli, A.; Söffker, D.: Feature Selection for Situation Recognition in Fuzzy SOM-based Case-Based Reasoning. IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), San Diego, USA, March 21-25, 2016, pp. 145-151.[LINK]

Sarkheyli, A.; Söffker, D.: Automatic selection of relevant features using Rough Set Theory for real-time situation recognition based on fuzzy SOM-based CBR. IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), Budapest, Hungary, October 9-12, 2016, pp. 832-837.[LINK]

Wang, J.; Söffker, D.: Improving driving efficiency for hybrid electric vehicle with suitable interface.  IEEE International Conference on Systems, Man, and Cybernetics (SMC), Budapest, Hungary, October 9-12 , 2016, pp. 928-933.[LINK]

Wirtz, S.F.; Beganovic, N.; Söffker, D.: Experimental results of frequency-based classification of damages in composites. European Workshop on Structural Health Monitoring, Bilbao, Spain, July 5-8, 2016.[PDF]

Wirtz, S.F.; Beganovic, N.; Tenberge, T.; Söffker, D.: Frequency-based damage detection of spur gear using wavelet analysis. European Workshop on Structural Health Monitoring, Bilbao, Spain, July 5-8, 2016.[PDF][LINK]

Demmerling, A.; Söffker, D.: Condition monitoring: A review of real-time measurement techniques for tool condition monitoring and analysis of metalworking fluids. 11. Aachener Kolloquium für Instandhaltung, Diagnose und Anlagenüberwachung (AKIDA), Aachen, November 15-16, 2016.[LINK]

Rothe, S.; Wirtz, S. F.; Söffker, D.: About the reliability of diagnostic statements: fundamentals about detection rates, false alarms, and technical requirements. 11. Aachener Kolloquium für Instandhaltung, Diagnose und Anlagenüberwachung, Aachen, Germany, November 15-16, 2016.[LINK]

Sarkheyli, A.; Söffker, D.: Reliable Situation Recognition based on case-based reasoning for individualized supervision of human operator. 5. Interdisziplinärer Workshop Kognitive Systeme: Mensch, Teams, Systeme und Automaten, Bochum, März 14-16, 2016.

Wang, J.; Söffker, D.: Driving efficiency improvement of HEV with suitable designed feedback. 5. Interdisziplinärer Workshop Kognitive Systeme: Mensch, Teams, Systeme und Automaten, Bochum, März 14-16, 2016.

Wirtz, S.F.; Beganovic, N.; Tenberge, P.; Söffker, D.: Gear transmission monitoring 4.0: What can be expected from upcoming diagnostic and prognostic systems. 11. Aachener Kolloquium für Instandhaltung, Diagnose und Anlagenüberwachung (AKIDA), Aachen, November 15-16, 2016.[LINK]

Bakhshande, F.; Söffker, D.: Adaptive gain scheduling of Proportional-Integral-Observer using funnel adjustment concept. GAMM FA Dynamik und Regelungstheorie, Freiberg, May 12-13, 2016.

Madadi, E.; Söffker, D.: Model-free control of nonlinear systems using a robust iterative-based framework. GAMM FA Dynamik und Regelungstheorie, Freiberg, May 12-13, 2016.

Söffker, D.: Automation is more than control: from control and diagnostics to cognition and assistance. Department of Logistics Engineering (Prof. Xiuzhong Xu), Shanghai Maritime University, 38808, 2016.