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Fakultät für Ingenieurwissenschaften, Lehrstuhl Steuerung, Regelung und Systemdynamik
Anschrift
Lotharstraße 1
47057 Duisburg
Raum
MB 341

Funktionen

  • Vorsitz, Promotionsausschuss Maschinenbau
  • Universitätsprofessor/in, Steuerung, Regelung und Systemdynamik

Die folgenden Publikationen sind in der Online-Universitätsbibliographie der Universität Duisburg-Essen verzeichnet. Weitere Informationen finden Sie gegebenenfalls auch auf den persönlichen Webseiten der Person.

    Artikel in Zeitschriften

  • Deng, Qi; Söffker, Dirk
    A Review of the current HMM-based Approaches of Driving Behaviors Recognition and Prediction
    In: IEEE Transactions on Intelligent Vehicles (2021)
    ISSN: 2379-8858
  • Do, M. Hung; Söffker, Dirk
    State-of-the-art in integrated prognostics and health management control for utility-scale wind turbines
    In: Renewable and Sustainable Energy Reviews Jg. 145 (2021)
    ISSN: 1879-0690; 1364-0321
  • Spiller, Mark; Söffker, Dirk
    Stator-Rotor Contact Force Estimation of Rotating Machine
    In: Automation Jg. 2 (2021) Nr. 3, S. 83 - 97
    ISSN: 2673-4052
  • Do, M. Hung; Söffker, Dirk
    Wind turbine robust disturbance accommodating control using non-smooth H∞ optimization
    In: Wind Energy (2021) in press
    ISSN: 1099-1824; 1095-4244
  • Ameyaw, Daniel Adofo; Rothe, Sandra; Söffker, Dirk
    A novel feature-based probability of detection assessment and fusion approach for reliability evaluation of vibration-based diagnosis systems
    In: Structural Health Monitoring Jg. 19 (2020) Nr. 3,
    ISSN: 1741-3168; 1475-9217
  • Bakhshande, Fateme; Söffker, Dirk
    Adaptive Step Size Control of Extended/Unscented Kalman Filter Using Event Handling Concept
    In: Frontiers in Mechanical Engineering Jg. 5 (2020) S. 74
    ISSN: 2297-3079
  • Spiller, Mark; Söffker, Dirk
    Chattering mitigated sliding mode control of uncertain nonlinear systems
    In: IFAC-PapersOnLine Jg. 53 (2020) Nr. 2, S. 6244 - 6249
    ISSN: 2405-8963
  • Bakhshande, Fateme; Spiller, Mark; King, Yen-Lin; Söffker, Dirk
    Computationally efficient model predictive control for real time implementation experimentally applied on a hydraulic differential cylinder
    In: IFAC-PapersOnLine (IFAC Papers Online) Jg. 53 (2020) Nr. 2, S. 8979 - 8984
    ISSN: 2405-8963; 1474-6670
  • Demmerling, Anna Lena; Söffker, Dirk
    Improved examination and test procedure of tapping torque tests according to ASTM D5619 using coated forming taps and water-mixed metalworking fluids
    In: Tribology International Jg. 145 (2020) S. 106151
    ISSN: 0301-679X
  • Sarkheyli-Hägele, Arezoo; Söffker, Dirk
    Integration of case-based reasoning and fuzzy approaches for real-time applications in dynamic environments : Current status and future directions
    In: Artificial Intelligence Review Jg. 53 (2020) Nr. 3, S. 1943 - 1974
    ISSN: 1573-7462; 0269-2821
  • Pham, Hoang Anh; Söffker, Dirk
    Modified model-free adaptive control using compact-form dynamic linearization technique
    In: IFAC-PapersOnLine Jg. 53 (2020) Nr. 2, S. 3940 - 3945
    ISSN: 2405-8963
  • Spiller, Mark; Söffker, Dirk
    On the Relation Between Smooth Variable Structure and Adaptive Kalman Filter
    In: Frontiers in Applied Mathematics and Statistics Jg. 6 (2020)
    ISSN: 2297-4687
  • Spiller, Mark; Söffker, Dirk
    Output constrained sliding mode control: A variable gain approach
    In: IFAC-PapersOnLine Jg. 53 (2020) Nr. 2, S. 6201 - 6206
    ISSN: 2405-8963
  • Deng, Qi; Wang, Jiao; Hillebrand, Kevin; Benjamin, Christoper Ragenold; Söffker, Dirk
    Prediction Performance of Lane Changing Behaviors : A Study of Combining Environmental and Eye-Tracking Data in a Driving Simulator
    In: IEEE Transactions on Intelligent Transportation Systems Jg. 21 (2020) Nr. 8, S. 3561 - 3570
    ISSN: 1558-0016; 1524-9050
  • Hägele, Georg; Söffker, Dirk
    Risk Areas Determination for Autonomous- and Semi-autonomous Aerial Systems Considering Run-Time Technical Reliability Assessment : Requirements, Concept, and Tests
    In: Journal of Intelligent and Robotic Systems: Theory and Applications Jg. 97 (2020) Nr. 3-4, S. 511 - 529
    ISSN: 1573-0409; 0921-0296
  • Bakhshande, Fateme; Bach, Resida; Söffker, Dirk
    Robust control of a hydraulic cylinder using an observer-based sliding mode control : Theoretical development and experimental validation
    In: Control Engineering Practice Jg. 95 (2020) S. 104272
    ISSN: 0967-0661
  • David, Ruth; Rothe, Sandra; Söffker, Dirk
    State Machine Approach for Lane Changing Driving Behavior Recognition
    In: Automation Jg. 1 (2020) Nr. 1, S. 68 - 79
    ISSN: 2673-4052
  • Kögler, Friederike; Söffker, Dirk
    State-based open-loop control of plant growth by means of water stress training
    In: Agricultural Water Management Jg. 230 (2020) S. 105963
    ISSN: 1873-2283; 0378-3774
  • Do, M. Hung; Njiri, Jackson G.; Söffker, Dirk
    Structural load mitigation control for wind turbines : A new performance measure
    In: Wind Energy Jg. 23 (2020) Nr. 4, S. 1085 - 1098
    ISSN: 1099-1824; 1095-4244
  • Sheng, Wenjuan; Peng, G.D.; Yang, Ning; Kang, Yingwei; Söffker, Dirk
    Suppression of sweeping fluctuation of Fabry-Perot filter in fiber Bragg grating interrogation using PSO-based self-adaptive sampling
    In: Mechanical systems and signal processing: mssp Jg. 142 (2020) Article-No: 106724
    ISSN: 1096-1216; 0888-3270
  • Do, Manh Hung; Söffker, Dirk;
    Wind Turbine Lifetime Control Using Structural Health Monitoring and Prognosis
    21th IFAC World Congress ; 12 July 2020 - 17 July 2020, Berlin, Germany,
    In: IFAC-PapersOnLine (IFAC Papers Online) Jg. 53 (2020) Nr. 2, S. 12669 - 12674
    ISSN: 2405-8963; 1474-6670
  • Labusch, Marc; Cunha, Adauto P.A.; Wirtz, Sebastian F.; Reichenberger, Sven; Cleve, Ernst; Söffker, Dirk; Barcikowski, Stephan
    Acoustic emission control avoids fluence shifts caused by target runaway during laser synthesis of colloids
    In: Applied Surface Science Jg. 479 (2019) S. 887 - 895
    ISSN: 0169-4332; 1873-5584
  • Owino, Lina; Hilkens, Marvin; Kögler, Friederike; Söffker, Dirk
    Automated Measurement and Control of Germination Paper Water Content
    In: Sensors Jg. 19 (2019) Nr. 10, S. 2232
    ISSN: 1424-8220
  • Xu, Gaowei; Liu, Min; Jiang, Zhuofu; Söffker, Dirk; Shen, Weiming
    Bearing Fault Diagnosis Method Based on Deep Convolutional Neural Network and Random Forest Ensemble Learning
    In: Sensors Jg. 19 (2019) Nr. 5, S. 1088
    ISSN: 1424-8220
  • Wang, Jiao; Söffker, Dirk
    Bridging Gaps Among Human, Assisted, and Automated Driving With DVIs : A Conceptional Experimental Study
    In: IEEE Transactions on Intelligent Transportation Systems Jg. 20 (2019) Nr. 6, S. 2096 - 2108
    ISSN: 1524-9050; 1558-0016
  • Njiri, Jackson G.; Beganovic, Nejra; Do, Manh H.; Söffker, Dirk
    Consideration of lifetime and fatigue load in wind turbine control
    In: Renewable Energy Jg. 131 (2019) S. 818 - 828
    ISSN: 1879-0682; 0960-1481
  • Söffker, Dirk; Kögler, Friederike; Owino, Lina;
    Crop Growth Modeling : A New Data-driven Approach
    6th IFAC Conference on Sensing, Control and Automation Technologies for Agriculture AGRICONTROL 2019 ; Sydney, 4–6 December 2019,
    In: IFAC-PapersOnLine Jg. 52 (2019) Nr. 30, S. 132 - 136
    ISSN: 2405-8963; 1474-6670
  • Tanshi, Foghor; Nobari, Khazar Dargahi; Wang, Jiao; Söffker, Dirk
    Design of Conditional Driving Automation Variables to Improve Takeover Performance
    In: IFAC-PapersOnLine Jg. 52 (2019) Nr. 8, S. 170 - 175
    ISSN: 2405-8963
  • Owino, Lina; Söffker, Dirk;
    Development and Test of Prediction Model for Maize Leaf Appearance during Vegetative Phase
    6th IFAC Conference on Sensing, Control and Automation Technologies for Agriculture ; AGRICONTROL 2019 ; Sydney, 4–6 December 2019,
    In: IFAC-PapersOnLine Jg. 52 (2019) Nr. 30, S. 126 - 131
    ISSN: 2405-8963; 1474-6670
  • Rothe, Sandra; Kudszus, Bastian; Söffker, Dirk
    Does classifier fusion improve the overall performance? : Numerical analysis of data and fusion method characteristics influencing classifier fusion performance
    In: Entropy Jg. 21 (2019) Nr. 9, S. 866
    ISSN: 1099-4300
  • Beganovic, Nejra; Söffker, Dirk
    Estimation of remaining useful lifetime of lithium-ion battery based on acoustic emission measurements
    In: Journal of Energy Resources Technology Jg. 141 (2019) Nr. 4, S. 041901
    ISSN: 1528-8994; 0195-0738
  • Kögler, Friederike; Söffker, Dirk
    Explorative frequency analysis of leaf temperature behavior of maize (Zea mays subsp. mays) at water deficit
    In: Plants Jg. 8 (2019) Nr. 4, S. 105
    ISSN: 2223-7747
  • Wirtz, Sebastian Felix; Beganovic, Nejra; Söffker, Dirk
    Investigation of damage detectability in composites using frequency-based classification of acoustic emission measurements
    In: Structural Health Monitoring: an international journal Jg. 18 (2019) Nr. 4, S. 1207 - 1218
    ISSN: 1741-3168; 1475-9217
  • Ali, Ahmed M.; Shivapurkar, Rushikesh; Söffker, Dirk
    Optimal Situation-Based Power Management and Application to State Predictive Models for Multi-Source Electric Vehicles
    In: IEEE Transactions on Vehicular Technology (T-VT) Jg. 68 (2019) Nr. 12, S. 11473 - 11482
    ISSN: 1939-9359; 0018-9545
  • Kahar, Hartiny; Söffker, Dirk
    Time-frequency energy analysis of chaotic mechanical system affected by additive impulses
    In: Vibroengineering Procedia / 37th International Conference on Vibroengineering; Rome; Italy; 7 - 8 June 2019 Jg. 24 (2019) S. 68 - 73
    ISSN: 2345-0533
  • Ławryńczuk, Maciej; Söffker, Dirk
    Wiener structures for modeling and nonlinear predictive control of proton exchange membrane fuel cell
    In: Nonlinear Dynamics Jg. 95 (2019) Nr. 2, S. 1639 - 1660
    ISSN: 1573-269X; 0924-090X
  • Madadi, Elmira; Dong, Yao; Söffker, Dirk
    Comparison of Different Model-Free Control Methods Concerning Real-Time Benchmark
    In: Journal of Dynamic Systems, Measurement and Control: Transactions of the ASME Jg. 140 (2018) Nr. 12, S. 121014
    ISSN: 1528-9028; 0022-0434
  • Wirtz, Sebastian F.; Cunha, Adauto P. A.; Labusch, Marc; Marzun, Galina; Barcikowski, Stephan; Söffker, Dirk
    Development of a low-cost FPGA-based measurement system for real-time processing of acoustic emission data : Proof of concept using control of pulsed laser ablation in liquids
    In: Sensors Jg. 18 (2018) Nr. 6, S. 1775
    ISSN: 1424-8220
  • Sarkheyli-Hägele, Arezoo; Söffker, Dirk
    Learning and representation of event-discrete situations for individualized situation recognition using fuzzy Situation-Operator Modeling
    In: Engineering Applications of Artificial Intelligence Jg. 72 (2018) S. 357 - 367
    ISSN: 0952-1976
  • Madadi, Elmira; Söffker, Dirk
    Model-free control of unknown nonlinear systems using an iterative learning concept : theoretical development and experimental validation
    In: Nonlinear Dynamics (2018) S. 1 - 13
    ISSN: 1573-269X; 0924-090X
  • Bakhshande, Fateme; Söffker, Dirk
    Proportional-Integral-Observer-Based Backstepping Approach for Position Control of a Hydraulic Differential Cylinder System with Model Uncertainties and Disturbances
    In: Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME Jg. 140 (2018) Nr. 12, S. 121006
    ISSN: 1528-9028; 0022-0434
  • Beganovic, Nejra; Njiri, Jackson G.; Söffker, Dirk
    Reduction of Structural Loads in Wind Turbines Based on an Adapted Control Strategy Concerning Online Fatigue Damage Evaluation Models
    In: Energies Jg. 11 (2018) Nr. 12, S. 3429
    ISSN: 1996-1073
  • Spiller, Mark; Bakhshande, Fateme; Söffker, Dirk
    The uncertainty learning filter : A revised smooth variable structure filter
    In: Signal Processing Jg. 152 (2018) S. 217 - 226
    ISSN: 0165-1684
  • Ali, Ahmed M.; Söffker, Dirk
    Towards Optimal Power Management of Hybrid Electric Vehicles in Real-Time : A Review on Methods, Challenges, and State-Of-The-Art Solutions
    In: Energies Jg. 11 (2018) Nr. 3, S. 476
    ISSN: 1996-1073
  • Kögler, Friederike; Söffker, Dirk
    Corrigendum to “Water (stress) models and deficit irrigation: System-theoretical description and causality mapping”
    In: Ecological Modelling Jg. 363 (2017) S. 234 - 235
    ISSN: 0167-8892
  • Sarkheyli-Hägele, Arezoo; Söffker, Dirk
    Fuzzy SOM-based Case-Based Reasoning for individualized situation recognition applied to supervision of human operators
    In: Knowledge-Based Systems Jg. 137 (2017) S. 42 - 53
    ISSN: 0950-7051
  • Baccar, Dorra; Söffker, Dirk
    Identification and classification of failure modes in laminated composites by using a multivariate statistical analysis of wavelet coefficients
    In: Mechanical Systems and Signal Processing Jg. 96 (2017) S. 77 - 87
    ISSN: 1096-1216; 0888-3270
  • Söffker, Dirk; Rothe, Sandra
    New approaches for supervision of systems with sliding wear: Fundamental problems and experimental results using different approaches
    In: Applied Sciences Jg. 7 (2017) Nr. 8, S. 843
    ISSN: 2076-3417
  • Beganovic, Nejra; Söffker, Dirk
    Remaining lifetime modeling using State-of-Health estimation
    In: Mechanical Systems and Signal Processing Jg. 92 (2017) S. 107 - 123
    ISSN: 1096-1216; 0888-3270
  • Kögler, Friederike; Söffker, Dirk
    Water (stress) models and deficit irrigation : system-theoretical description and causality mapping
    In: Ecological Modelling Jg. 361 (2017) S. 135 - 156
    ISSN: 0304-3800
  • Nowak, Xi; Söffker, Dirk
    Data-driven stabilization of unknown nonlinear dynamical systems using a cognition-based framework
    In: Nonlinear Dynamics Jg. 86 (2016) Nr. 1, S. 1 - 15
    ISSN: 1573-269X; 0924-090X
  • Söffker, Dirk; Saadawia, Mahmud-Sami; Wei, Chunsheng; Wolff, Stefan
    Detection of rotor cracks : comparison of an old model-based approach with a new signal-based approach
    In: Nonlinear Dynamics Jg. 83 (2016) Nr. 3, S. 1153 - 1170
    ISSN: 1573-269X; 0924-090X
  • Söffker, Dirk; Moulik, Bedatri
    Online Power Management with Embedded Offline-Optimized Parameters for a Three-Source Hybrid Powertrain with an Experimental Emulation Application
    In: Energies Jg. 9 (2016) S. 439
    ISSN: 1996-1073
  • Al-Shrouf, Lou’i; Szczepanski, Nina; Söffker, Dirk
    Online feature-based multisensor object detection system for bucket-wheel excavators
    In: International Journal of Advanced Manufacturing Technology Jg. 82 (2016) Nr. 5-8, S. 1213 - 1226
    ISSN: 1433-3015; 0268-3768
  • Wei, Chunsheng; Söffker, Dirk
    Optimization Strategy for PID-Controller Design of AMB Rotor Systems
    In: IEEE Transactions on Control Systems Technology Jg. 24 (2016) Nr. 3, S. 788 - 803
    ISSN: 1558-0865
  • Njiri, Jackson G.; Söffker, Dirk
    State-of-the-art in wind turbine control : Trends and challenges
    In: Renewable and Sustainable Energy Reviews Jg. 60 (2016) S. 377 - 393
    ISSN: 1879-0690; 1364-0321
  • Beganovic, Nejra; Söffker, Dirk
    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
    In: Renewable and Sustainable Energy Reviews Jg. 64 (2016) S. 68 - 83
    ISSN: 1879-0690; 1364-0321
  • Rother, Astrid; Jelali, Mohieddine; Söffker, Dirk
    A brief review and a first application of time-frequency-based analysis methods for monitoring of strip rolling mills
    In: Journal of process control Jg. 35 (2015) S. 65 - 79
    ISSN: 0959-1524
  • Sarkheyli, A.; Söffker, Dirk
    Case indexing in case-based reasoning by applying situation operator model as knowledge representation model
    In: IFAC-PapersOnLine Jg. 28 (2015) Nr. 1, S. 81 - 86
    ISSN: 1474-6670
  • Langer, Marcel; Söffker, Dirk
    Event-discrete formal representation of a semi-automated manufacturing process as framework for human guidance and assistance concepts : Analysis and application
    In: International Journal of Production Research Jg. 53 (2015) Nr. 8, S. 2321 - 2341
    ISSN: 0020-7543
  • Muthig, O.; Wang, J.; Deng, Q.; Söffker, Dirk
    Integrating situated human interaction modeling and stochastic state automata for improved technical situation awareness
    In: IFAC-PapersOnLine Jg. 28 (2015) Nr. 1, S. 87 - 92
    ISSN: 1474-6670
  • Tamimi, Hammam; Söffker, Dirk
    Modeling of Elastic Robotic Arm using a Soft-Computing Algorithm
    In: IFAC-PapersOnLine Jg. 48 (2015) Nr. 1, S. 655 - 656
    ISSN: 1474-6670
  • Moulik, Bedatri; Söffker, Dirk
    Modeling, control, and powermanagement optimization for an emulated multi-source hybrid drivetrain
    In: IFAC-PapersOnLine Jg. 28 (2015) Nr. 1, S. 657 - 658
    ISSN: 1474-6670
  • Njiri, Jackson G.; Liu, Yan; Söffker, Dirk
    Multivariable Control of Large Variable-Speed Wind Turbines for Generator Power Regulation and Load Reduction
    In: IFAC-PapersOnLine Jg. 48 (2015) Nr. 1, S. 544 - 549
    ISSN: 1474-6670
  • Moulik, Bedatri; Söffker, Dirk
    Optimal rule-based power management for online, real-time applications in hevs with multiple sources and objectives : A review
    In: Energies Jg. 8 (2015) Nr. 9, S. 9049 - 9063
    ISSN: 1996-1073
  • Hasselberg, Andreas; Söffker, Dirk
    Petri-Net-Based Modeling of Human Operator's Planning for the Evaluation of Task Performance Using the Example of Air Traffic Control
    In: IEEE transactions on human-machine systems Jg. 45 (2015) Nr. 6, S. 676 - 685
    ISSN: 2168-2291
  • Bakhshande, F.; Söffker, Dirk
    Proportional-Integral-Observer: A brief survey with special attention to the actual methods using ACC Benchmark
    In: IFAC-PapersOnLine Jg. 28 (2015) Nr. 1, S. 532 - 537
    ISSN: 1474-6670
  • Baccar, Dorra; Söffker, Dirk
    Wear detection by means of wavelet-based acoustic emission analysis
    In: Mechanical Systems and Signal Processing Jg. 60-61 (2015) S. 198 - 207
    ISSN: 0888-3270
  • Zhang, Fan; Söffker, Dirk
    A data-driven quadratic stability condition and its application for stabilizing unknown nonlinear systems
    In: Nonlinear Dynamics Jg. 77 (2014) Nr. 3, S. 877 - 889
    ISSN: 1573-269X
  • Al-Shrouf, Lou'i; Saadawia, Mahmud-Sami; Söffker, Dirk
    Improved process monitoring and supervision based on a reliable multi-stage feature-based pattern recognition technique
    In: Information Sciences Jg. 259 (2014) S. 282 - 294
    ISSN: 0020-0255
  • Karbaschian, Mohammadali; Söffker, Dirk
    Review and comparison of power management approaches for hybrid vehicles with focus on hydraulic drives
    In: Energies Jg. 7 (2014) Nr. 6, S. 3512 - 3536
    ISSN: 1996-1073
  • Liu, Yan; Söffker, Dirk
    Robust control approach for input-output linearizable nonlinear systems using high-gain disturbance observer
    In: International Journal of Robust and Nonlinear Control Jg. 24 (2014) Nr. 2, S. 326 - 339
    ISSN: 1099-1239
  • Wang, Jiao; Söffker, Dirk
    Towards a driver supervision and assistance system : Intention detecting and option providing
    In: Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics (2014) Nr. January, S. 3966 - 3971 (Art. no.: 6974551)
    ISSN: 1062-922X
  • Hasselberg, Andreas; Söffker, Dirk
    A human cognitive performance measure based on available options for adaptive aiding
    In: IFAC Proceedings Volumes Jg. 46 (2013) Nr. 15, 12th IFAC Symposium on Analysis, Design, and Evaluation of Human-Machine Systems, S. 442 - 449
    ISSN: 1474-6670
  • Söffker, Dirk; Wang, J.; Schiffer, S.; Marx, Matthias; Fu, Xiangguang
    Know your options - Interfacing consequences and forecasted performance analysis : A concept for the novel type of information system KYO-ICPA
    In: IFAC Proceedings Volumes Jg. 46 (2013) Nr. 15, 12th IFAC Symposium on Analysis, Design, and Evaluation of Human-Machine Systems, S. 218 - 225
    ISSN: 1474-6670
  • Özbek, Markus; Wang, Shen; Marx, Matthias; Söffker, Dirk
    Modeling and control of a PEM fuel cell system: A practical study based on experimental defined component behavior
    In: Journal of Process Control Jg. 23 (2013) Nr. 3, S. 282 - 293
    ISSN: 0959-1524
  • Wang, Xiaojun; Qiu, Zhiping; Söffker, Dirk
    Uncertainty-based design optimization in engineering : Model, algorithm, and application
    In: Journal of Applied Mathematics Jg. 2013 (2013) S. 595719
    ISSN: 1687-0042
  • Hägele, Georg; Liu, Yan; Söffker, Dirk
    Virtuelle Sensoren im Einsatz: Positionsregelung eines Differenzialzylinders unter Verzicht auf Wegmessungen
    In: Ölhydraulik und Pneumatik Jg. 57 (2013) Nr. 4, S. 52 - 55
    ISSN: 0341-2660; 0029-8697
  • Junglas, M.; Kazeminia, A.; Eick, R.; Söffker, Dirk
    Analysis and quantification of systems-a formalized definition of reliability topologies and characteristic values for system quantification
    In: Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability Jg. 226 (2012) Nr. 2, S. 203 - 220
    ISSN: 1748-0078
  • Söffker, Dirk; Fu, Xingguang; Hasselberg, Andreas; Langer, Marcel
    Modeling of complex human-Process interaction as framework for assistance and supervisory control of technical processes
    In: International Journal of Information Technology and Web Engineering Jg. 7 (2012) Nr. 1, S. 46 - 66
    ISSN: 1554-1045; 1554-1053
  • Tokic, Michel; Ertle, Philipp; Palm, Günther; Söffker, Dirk; Voos, Holger;
    Robust Exploration/Exploitation Trade-Offs in Safety-Critical Applications
    8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, August 29 - 31, 2012, Mexico City, Mexico,
    In: IFAC Proceedings Volumes / Zaragoza, Astorga Jg. 45 (2012) Nr. 20, S. 660 - 665
    ISSN: 1474-6670
  • Liu, Yan; Söffker, Dirk
    Variable high-gain disturbance observer design with online adaption of observer gains embedded in numerical integration
    In: Mathematics and Computers in Simulation: transactions of IMACS Jg. 82 (2012) Nr. 5, S. 847 - 857
    ISSN: 0378-4754
  • Dettmann, Kai-Uwe; Söffker, Dirk
    Adaptive modeling of reliability properties for control and supervision purposes
    In: International Journal of Applied Mathematics and Computer Science Jg. 21 (2011) Nr. 3, S. 479 - 486
    ISSN: 2083-8492
  • Aljoumaa, Hammoud; Söffker, Dirk
    Multi-class classification approach based on fuzzy-filtering for condition monitoring
    In: IAENG International Journal of Computer Science Jg. 38 (2011) Nr. 1, S. 66 - 73
    ISSN: 1819-9224
  • Zhang, Fan; Söffker, Dirk
    Quadratic stabilization of a nonlinear aeroelastic system using a novel Neural-Network-based controller
    In: Science China Technological Sciences Jg. 54 (2011) Nr. 5, S. 1126 - 1133
    ISSN: 1862-281X
  • Fu, Xingguang; Söffker, Dirk;
    Cognitive awareness of intelligent vehicles
    SAE 2010 World Congress and Exhibition; Detroit, United States; 13 April 2010,
    In: SAE Technical Papers (2010)
    ISSN: 0148-7191; 0096-5170; 2688-3627
  • Shibly, Hassan; Söffker, Dirk
    Mathematical models of shape memory alloy behavior for online and fast prediction of the hysteretic behavior
    In: Nonlinear Dynamics Jg. 62 (2010) Nr. 1-2, S. 53 - 66
    ISSN: 1573-269X; 0924-090X
  • Fu, Xingguang; Söffker, Dirk;
    Modeling of individualized human driver model for automated personalized supervision
    SAE 2010 World Congress and Exhibition; Detroit, United States; 13 April 2010,
    In: SAE Technical Papers (2010)
    ISSN: 0148-7191; 0096-5170; 2688-3627
  • Marx, Matthias; Ozbek, Markus; Söffker, Dirk;
    Power management investigations on a fuel cell-based hybrid hil powertrain
    SAE 2010 World Congress and Exhibition; Detroit, United States; 13 April 2010,
    In: SAE Technical Papers (2010)
    ISSN: 0148-7191; 0096-5170; 2688-3627
  • Marx, Matthias; Ozbek, Markus; Söffker, Dirk;
    Power management investigations on a fuel cell-based hybrid hil powertrain
    SAE 2010 World Congress and Exhibition, 13 April 2010, Detroit, United States,
    In: SAE Technical Papers (2010) 2010-01-1090
    ISSN: 0148-7191; 0096-5170; 2688-3627
  • Söffker, Dirk; Özbek, Markus; Marx, Matthias
    Powermanagement eines hybridelektrischen Antriebs — Auslegung, Optimierung und Leistungsregelung
    In: Automatisierungstechnik Jg. 58 (2010) Nr. 10, S. 580 - 589
    ISSN: 2196-677X; 0178-2312
  • Junglas, Marco; Eick, Rüdiger; Kazeminia, Amir; Söffker, Dirk;
    Reliability-oriented mechatronic system structures : Optimizing of system parameters during design stage
    SAE 2010 World Congress and Exhibition, 13 April 2010, Detroit, United States,
    In: SAE Technical Papers (2010) 2010-01-0646
    ISSN: 0148-7191; 0096-5170; 2688-3627
  • Junglas, Marco; Eick, Rüdiger; Kazeminia, Amir; Söffker, Dirk;
    Reliability-oriented mechatronic system structures : Optimizing of system parameters during design stage
    SAE 2010 World Congress and Exhibition; Detroit, United States; 13 April 2010,
    In: SAE Technical Papers (2010)
    ISSN: 0148-7191; 0096-5170; 2688-3627
  • Xingguang, Fu; Söffker, Dirk
    System theoretic modeling of human interaction with respect to rule-based driving interactions
    In: IFAC Proceedings Volumes Jg. 43 (2010) Nr. 13, 11th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems, S. 99 - 104
    ISSN: 1474-6670
  • Vorworte / Nachworte

  • Moulik, Bedatri; Söffker, Dirk
    Battery management system for future electric vehicles
    In: Applied Sciences Jg. 10 (2020) Nr. 15, S. 5095
    ISSN: 2076-3417
  • Beiträge in Sammelwerken und Tagungsbänden

  • Wirtz, Sebastian Felix; Doruk, Sevki Onur; Söffker, Dirk
    Acoustic emission-based diagnosis using alexnet : How wave propagation effects classification performance
    In: Structural Health Monitoring / 8th Asia Pacific Workshop on Structural Health Monitoring (8APWSHM) Cairns, Australia; 9 -11 December 2020 / Rajic, Nik; Veidt, Martin; Mita, Akira; Takeda, Nobuo; Chiu, Wingkong (Hrsg.) 2021, S. 186 - 194
    ISBN: 978-1-64490-130-4; 978-1-64490-131-1
  • Wei, Xiao; Söffker, Dirk
    Comparison of CWRU Dataset-Based Diagnosis Approaches : Review of Best Approaches and Results
    In: European Workshop on Structural Health Monitoring: Special Collection of 2020 Papers - Volume 1 / EWSHM 2020; 6 - 9 July 2020 / Rizzo, Piervincenzo; Milazzo, Alberto (Hrsg.) 2021, S. 525 - 532
    ISBN: 978-3-030-64593-9; 978-3-030-64594-6
  • Rothe, Sandra; Söffker, Dirk
    Does the Precision Value Influence the Fusion Performance? : A Method-Based Experimental Study
    In: European Workshop on Structural Health Monitoring: Special Collection of 2020 Papers - Volume 2 / 10th European Workshop on Structural Health Monitoring, EWSHM 2020; Palermo, Italy; 1 July 2022 / Rizzo, Piervincenzo; Milazzo, Alberto (Hrsg.) 2021, S. 754 - 764
    ISBN: 978-3-030-64907-4; 978-3-030-64908-1
  • Ameyaw, Daniel Adofo; Söffker, Dirk
    False Alarm-Improved Detection Capabilities of Multi-sensor-Based Monitoring of Vibrating Systems
    In: European Workshop on Structural Health Monitoring: Special Collection of 2020 Papers - Volume 1 / Rizzo, Piervincenzo; Milazzo, Alberto (Hrsg.) 2021, S. 467 - 480
    ISBN: 978-3-030-64593-9; 978-3-030-64594-6
  • He, Chao; Söffker, Dirk
    Human reliability analysis in situated driving context considering human experience using a fuzzy-based clustering approach
    In: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems / ICHMS 2021, 2nd International Conference on Human-Machine Systems, 8-10 Sept. 2021 2021
    ISBN: 978-1-66540-170-8; 978-1-66540-171-5
  • He, Chao; Lum, Yuan Yao; Yen Lee, Kar; Söffker, Dirk
    Human reliability estimation based on fuzzy logic-modified CREAM approach
    In: Proceedings - 2021 IEEE International Conference on Cognitive and Computational Aspects of Situation Management / CogSIMA 2021; Virtual, Online; 14 May 2021 - 22 May 2021 2021, S. 45 - 50
    ISBN: 978-1-7281-7698-7; 978-1-7281-7699-4
  • David, Ruth; Rothe, Sandra; Soffker, Dirk
    Lane changing behavior recognition based on Artificial Neural Network-based State Machine approach
    In: IEEE International Intelligent Transportation Systems Conference (ITSC) 2021: Proceedings / 24th IEEE International Conference on Intelligent Transportation Systems - ITSC2021, 19-22 September 2021, Indianapolis, United States 2021, S. 3444 - 3449
    ISBN: 978-1-7281-9142-3
  • Spiller, Mark; Bakhshande, Fateme; Söffker, Dirk
    Adaptive Neural Network Based Predictive Control of Nonlinear Systems With Slow Dynamics
    In: Proceedings of the ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference - 2020: presented at ASME 2020 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, August 17-19, 2020, online ; Volume 2: 16th International Conference on Multibody Systems, Nonlinear Dynamics, and Control (MSNDC) ; presented at ASME 2020 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference / 16th International Conference on Multibody Systems, Nonlinear Dynamics, and Control (MSNDC) ; August 17-19, 2020, online 2020
    ISBN: 978-0-7918-8391-4
  • Moulik, Bedatri; Bhaumik, Kausik; Beganovic, Nejra; Ali, Ahmed M.; Söffker, Dirk
    Adaptive prioritization of a situation-based power management for hybrid electric vehicles
    In: 2020 IEEE Vehicle Power and Propulsion Conference (VPPC): Proceedings / 2020 IEEE Vehicle Power and Propulsion Conference ; VPPC 2020 ; 18 November - 16 December 2020, Virtual Conference 2020
    ISBN: 978-1-7281-8959-8; 978-1-7281-8958-1
  • Spiller, Mark; Söffker, Dirk
    Automated Interceptor Guidance Based on Multiple Object Tracking
    In: European Control Conference 2020, ECC 2020 / 18th European Control Conference, ECC 2020; Saint Petersburg; Russian Federation, 12 May 2020 - 15 May 2020 2020, S. 1763 - 1768
    ISBN: 9783907144015
  • He, Chao; Söffker, Dirk
    Establishing a modified CREAM approach for reliability evaluation
    In: Proceedings of the 1st International Conference on Human-Machine Systems / ICHMS 2020; Virtual, Rome, Italy; 7 - 9 September 2020 2020, S. 9209509
    ISBN: 978-1-7281-5871-6; 978-1-7281-5872-3
  • He, Chao; Tanshi, Foghor; Söffker, Dirk
    Human online reliability estimation applied to real driving maneuvers
    In: Proceedings - 2020 IEEE International Conference on Cognitive and Computational Aspects of Situation Management, CogSIMA 2020 / CogSIMA 2020: IEEE International Conference on Cognitive and Computational Aspects of Situation Management, 24.-28.08.2020, Virtual, Victoria; Canada 2020, S. 149 - 154
    ISBN: 978-1-7281-6001-6; 1-7281-6001-4; 1-7281-6002-2
  • Pham, Hoang Anh; Söffker, Dirk
    Improved model-free adaptive control method using recursive least-squares estimation algorithm
    In: European Control Conference 2020, ECC 2020 / 18th European Control Conference, ECC 2020; Saint Petersburg; Russian Federation, 12 May 2020 - 15 May 2020 2020, S. 47 - 52
    ISBN: 9783907144015
  • Pham, Hoang Anh; Söffker, Dirk
    Modified Model-Free Adaptive Predictive Control Applied to Vibration Reduction of Mechanical Flexible Systems
    In: ASME 2020 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference: Volume 2: 16th International Conference on Multibody Systems, Nonlinear Dynamics, and Control (MSNDC) / IDETC-CIE 2020; Virtual, Online; 17 - 19 August 2020 2020
    ISBN: 978-0-7918-8391-4
  • Deng, Qi; Saleh, Maryam; Tanshi, Foghor; Söffker, Dirk
    Online intention recognition applied to real simulated driving maneuvers
    In: Proceedings - 2020 IEEE International Conference on Cognitive and Computational Aspects of Situation Management, CogSIMA 2020 / CogSIMA 2020: IEEE International Conference on Cognitive and Computational Aspects of Situation Management, 24.-28.08.2020, Virtual, Victoria; Canada 2020, S. 921611
    ISBN: 978-1-7281-6001-6; 1-7281-6001-4; 1-7281-6002-2
  • Hung Do, M.; Söffker, Dirk
    Robust Structural Load Mitigation Control for Wind Turbines in Low Wind Speed Region
    In: European Control Conference 2020, ECC 2020 / 18th European Control Conference, ECC 2020; Saint Petersburg; Russian Federation, 12 May 2020 - 15 May 2020 2020, S. 2074 - 2079
    ISBN: 9783907144015
  • Ali, Ahmed M.; Moulik, Bedatri; Beganovic, Nejra; Söffker, Dirk
    A state-of-health-oriented power management strategy for multi-source electric vehicles considering situation-based optimized solutions in real-time
    In: Proceedings of the Annual Conference of the Prognostics and Health Management Society / 11th Annual Conference of the Prognostics and Health Management Society, PHM 2019; Scottsdale; United States; 23 - 26 September 2019 Jg. 11 2019 Nr. 1,
    ISBN: 9781936263059 ISSN: 2325-0178
  • Deng, Qi; Söffker, Dirk
    Classifying Human Behaviors : Improving Training of Conventional Algorithms
    In: 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 / ITSC 2019, Auckland, New Zealand 27-30 October 2019 2019, S. 1060 - 1065
    ISBN: 978-1-5386-7024-8; 978-1-5386-7023-1; 978-1-5386-7025-5
  • Jihin, Rosmawati; Kögler, Friederike; Söffker, Dirk
    Data driven state machine model for industry 4.0 lifetime modeling and identification of irrigation control parameters
    In: Proceedings of the Global IoT Summit / GIoTS 2019; Aarhus; Denmark; 17 - 21 June 2019 2019, S. 8766393
    ISBN: 9781728121710
  • Ali, Ahmed M.; Shivapurkar, Rushikesh; Söffker, Dirk
    Development and improvement of a situation-based power management method for multi-source electric vehicles
    In: IEEE Vehicle Power and Propulsion Conference, VPPC 2018 - Proceedings / 15th IEEE Vehicle Power and Propulsion Conference, VPPC 2018; Chicago; United States; 27 - 30 August 2018 2019, S. 8604988
    ISBN: 9781538662038
  • Wirtz, Sebastian F.; Bach, Stefan; Söffker, Dirk
    Experimental results of acoustic emission attenuation due towave propagation in composites
    In: Proceedings of the Annual Conference of the Prognostics and Health Management Society / 11th Annual Conference of the Prognostics and Health Management Society, PHM 2019; Scottsdale; United States; 23 - 26 September 2019 Jg. 11 2019 Nr. 1,
    ISBN: 9781936263059 ISSN: 2325-0178
  • Jihin, Rosmawati; Söffker, Dirk
    Health state assessment and lifetime prediction based on unsupervised state estimation
    In: Proceedings of the ASME Design Engineering Technical Conference: Volume 4: 24th Design for Manufacturing and the Life Cycle Conference; 13th International Conference on Micro- and Nanosystems / ASME 2019 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference: 24th Design for Manufacturing and the Life Cycle Conference; 13th International Conference on Micro- and Nanosystems; 18–21, 2019; Anaheim, USA 2019
    ISBN: 9780791859223
  • Beganovic, Nejra; Moulik, Bedatri; Mohamed Ali, Ahmed; Söffker, Dirk
    Lifetime model development for integration in power management of HEVs by terms of minimizing fuel consumption and battery degradation
    In: Proceedings of the Annual Conference of the Prognostics and Health Management Society / 11th Annual Conference of the Prognostics and Health Management Society, PHM 2019; Scottsdale; United States; 23 - 26 September 2019 Jg. 11 2019 Nr. 1,
    ISBN: 9781936263059 ISSN: 2325-0178
  • Jihin, Rosmawati; Söffker, Dirk
    Lifetime prediction considering nonlinearity in degradation progression
    In: Proceedings of the ASME Design Engineering Technical Conference: Volume 4: 24th Design for Manufacturing and the Life Cycle Conference; 13th International Conference on Micro- and Nanosystems / ASME 2019 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference: 24th Design for Manufacturing and the Life Cycle Conference; 13th International Conference on Micro- and Nanosystems; 18–21, 2019; Anaheim, USA 2019
    ISBN: 9780791859223
  • Tanshi, Foghor; Söffker, Dirk
    Modeling Drivers' Takeover Behavior Depending on the Criticality of Driving Situations and the Complexity of Secondary Tasks
    In: Proceedings - 2019 IEEE Conference on Cognitive and Computational Aspects of Situation Management, CogSIMA 2019 / CogSIMA 2019; Las Vegas; United States; 8 - 11 April 2019 2019, S. 67 - 73
    ISBN: 9781538695999
  • Deng, Qi; Söffker, Dirk
    Modeling and Prediction of Human Behaviors based on Driving Data using Multi-Layer HMMs
    In: 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 / ITSC 2019, Auckland, New Zealand 27-30 October 2019 2019, S. 2014 - 2019
    ISBN: 978-1-5386-7024-8; 978-1-5386-7023-1; 978-1-5386-7025-5
  • Pham, Hoang Anh; Söffker, Dirk
    Modified model-free adaptive control method applied to vibration control of an elastic crane
    In: International Design Engineering Technical Conferences and Computers and Information in Engineering Conference: Vol. 6: Computational Methods for Multibody Systems and Nonlinear Dynamics / 15th International Conference on Multibody Systems, Nonlinear Dynamics, and Control, August 18–21, 2019 Anaheim, California, USA 2019, S. V006T09A042
    ISBN: 978-0-7918-5926-1
  • Kahar, Hartiny; Söffker, Dirk
    On nonlinear dynamics and control of an inverted flexible pendulum system with chaos
    In: Proceedings of the ASME Design Engineering Technical Conference: Volume 8: 31st Conference on Mechanical Vibration and Noise / ASME 2019 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference: 31st Conference on Mechanical Vibration and Noise; 18–21, 2019; Anaheim, USA 2019
    ISBN: 9780791859285
  • Ameyaw, Daniel Adofo; Deng, Qi; Söffker, Dirk
    Probability of detection (POD)-based metric for evaluation of classifiers used in driving behavior prediction
    In: Proceedings of the Annual Conference of the Prognostics and Health Management Society / 11th Annual Conference of the Prognostics and Health Management Society, PHM 2019; Scottsdale; United States; 23 - 26 September 2019 Jg. 11 2019 Nr. 1,
    ISBN: 9781936263059 ISSN: 2325-0178
  • Do, M. Hung; Söffker, Dirk
    Robust observer-based load extenuation control for wind turbines
    In: International Design Engineering Technical Conferences and Computers and Information in Engineering Conference: Vol. 6: Computational Methods for Multibody Systems and Nonlinear Dynamics / 15th International Conference on Multibody Systems, Nonlinear Dynamics, and Control, August 18–21, 2019 Anaheim, California, USA 2019, S. V006T09A039
    ISBN: 9780791859261
  • Ameyaw, Daniel A.; Rothe, Sandra; Söffker, Dirk
    Adaptation and implementation of Probability of Detection (POD)-based fault diagnosis in elastic structures through vibration-based SHM approach
    In: EWSHM 2018 / 9th European Workshop on Structural Health Monitoring, EWSHM 2018, Manchester, United Kingdom, 10 July 2018 through 13 July 2018
  • Bathelt, Andreas; Söffker, Dirk; Jelali, Mohieddine
    An approach to recursive subspace identification
    In: Proceedings of the 56th Annual Conference on Decision and Control (CDC) / IEEE Annual Conference on Decision and Control, December 12-15, 2017, Melbourne, Australia 2018, S. 4638 - 4643
    ISBN: 9781509028733; 978-1-5090-2872-6; 978-1-5090-2874-0
  • Madadi, Elmira; Söffker, Dirk
    Comparison of different model-free iterative learning control methods concerning a nonlinear mechanical structure
    In: Proceedings of the 11th Asian Control Conference / Asian Control Conference, 17th-20th December 2017, Gold Coast, QLD, Australia 2018, S. 1560 - 1565
    ISBN: 978-1-5090-1573-3; 978-1-5090-1572-6; 978-1-5090-1574-0
  • Kahar, Hartiny A.; Madadi, Elmira; Söffker, Dirk
    Experimental investigation on the dynamic behavior of chaotic jumping in inverted flexible pendulum under harmonic excitation
    In: Proceedings of the ASME Design Engineering Technical Conference: Volume 8: 30th Conference on Mechanical Vibration and Noise / ASME 2018, Quebec City, Quebec, Canada, August 26–29, 2018 2018, S. V008T10A019
    ISBN: 978-0-7918-5185-2
  • Wirtz, Sebastian F.; Cunha, Adauto P.A.; Beganovic, Nejra; Söffker, Dirk
    High-speed data acquisition system for continuous acoustic emission monitoring and real-time signal processing using FPGA-based platform within a SHM framework
    In: EWSHM 2018 / 9th European Workshop on Structural Health Monitoring, EWSHM 2018, Manchester, United Kingdom, 10 July 2018 through 13 July 2018
  • Deng, Qi; Söffker, Dirk
    Improved Driving Behaviors Prediction Based on Fuzzy Logic-Hidden Markov Model (FL-HMM)
    In: 2018 IEEE Intelligent Vehicles Symposium (IV) / Intelligent Vehicles Symposium (IV), 26-30 June 2018 2018, S. 2003 - 2008
    ISBN: 978-1-5386-4453-9; 978-1-5386-4451-5; 978-1-5386-4452-2
  • Wirtz, Sebastian F.; Söffker, Dirk
    Improved signal processing of acoustic emission for structural health monitoring using a data-driven approach
    In: EWSHM 2018 / 9th European Workshop on Structural Health Monitoring, EWSHM 2018, Manchester, United Kingdom, 10 July 2018 through 13 July 2018
  • Ali, Ahmed M.; Söffker, Dirk
    Observer-based power management for multi-source electric vehicles using optimized splitting ratios
    In: Proceedings of the ASME Design Engineering Technical Conference: Volume 3: 20th International Conference on Advanced Vehicle Technologies; 15th International Conference on Design Education / ASME 2018, Quebec City, Quebec, Canada, August 26–29, 2018 2018, S. V003T01A037
    ISBN: 978-0-7918-5178-4
  • Deng, Qi; Wang, Jiao; Söffker, Dirk
    Prediction of human driver behaviors based on an improved HMM approach
    In: 2018 IEEE Intelligent Vehicles Symposium (IV) / Intelligent Vehicles Symposium (IV), 26-30 June 2018 2018, S. 2066 - 2071
    ISBN: 978-1-5386-4452-2; 978-1-5386-4451-5; 978-1-5386-4453-9
  • Ameyaw, Daniel A.; Rothe, Sandra; Söffker, Dirk
    Probability of Detection (POD)-oriented view to fault diagnosis for reliability assessment of FDI approaches
    In: Proceedings of the ASME Design Engineering Technical Conference: Volume 8: 30th Conference on Mechanical Vibration and Noise / ASME 2018, Quebec City, Quebec, Canada, August 26–29, 2018 2018, S. V008T10A041
    ISBN: 978-0-7918-5185-2
  • Do, M. Hung; Njiri, Jackson G.; Söffker, Dirk
    Structural load mitigation control for nonlinear wind turbines with unmodeled dynamics
    In: Proceedings of the American Control Conference / 2018 Annual American Control Conference (ACC), 27-29 June 2018 2018, S. 3466 - 3471
    ISBN: 9781538654286; 978-1-5386-5427-9 ISSN: 0743-1619
  • Madadi, Elmira; Söffker, Dirk
    Towards an adaptive control concept for unknown nonlinear MIMO systems
    In: Proceedings of the ASME Design Engineering Technical Conference: Volume 6: 14th International Conference on Multibody Systems, Nonlinear Dynamics, and Control / ASME 2018, Quebec City, Quebec, Canada, August 26–29, 2018 2018, S. V006T09A012
    ISBN: 978-0-7918-5183-8
  • Bakhshande, Fateme; Söffker, Dirk
    Variable step size Kalman filter using event handling algorithm for switching systems
    In: Proceedings of the ASME Design Engineering Technical Conference: Volume 6: 14th International Conference on Multibody Systems, Nonlinear Dynamics, and Control / ASME 2018, Quebec City, Quebec, Canada, August 26–29, 2018 2018, S. V006T09A013
    ISBN: 978-0-7918-5183-8
  • Sheng, Wenjuan; Wirtz, Sebastian Felix; Söffker, Dirk
    Wavelet packet transform-based feature extraction for acoustic emission pattern recognition
    In: EWSHM 2018 / 9th European Workshop on Structural Health Monitoring, EWSHM 2018, Manchester, United Kingdom, 10 July 2018 through 13 July 2018
  • Hagele, Georg; Söffker, Dirk
    A simplified situational environment risk and system reliability assessment for behavior assurance of autonomous and semi-autonomous aerial systems : A simulation study
    In: 2017 International Conference on Unmanned Aircraft Systems (ICUAS'17) / International Conference on Unmanned Aircraft Systems, June 13-16, 2017, Miami Marriott Biscayne Bay, Miami, FL 2017, S. 951 - 960
    ISBN: 978-1-5090-4495-5; 978-1-5090-4496-2
  • Wirtz, Sebastian Felix; Söffker, Dirk
    Application of shape-based similarity measures to classification of acoustic emission waveforms
    In: Structural health monitoring 2017: real-time material state awareness and data-driven safety assurance / 11th International Workshop on Structural Health Monitoring, Stanford University, Stanford, CA, September 12-14, 2017 / Chang, Fu-Kuo; Kopsaftopoulos, Fotis (Hrsg.) 2017, S. 1177 - 1184
    ISBN: 978-1-60595-330-4
  • Sarkheyli, Arezoo; Söffker, Dirk
    Automatic selection of relevant features using Rough Set Theory for real-time situation recognition based on fuzzy SOM-based CBR
    In: Conference Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 / Rudas, Imre; SMC 2016; Budapest; Hungary; 9 October 2016 through 12 October 2016 2017, S. 832 - 837
    ISBN: 9781509018970
  • Moulik, Bedatri; Söffker, Dirk
    Battery aging and fuel efficiency as optimization objectives as part of a real-time operating system of a multi-source HEV
    In: Structural health monitoring 2017: real-time material state awareness and data-driven safety assurance / 11th International Workshop on Structural Health Monitoring, Stanford University, Stanford, CA, September 12-14, 2017 / Chang, Fu-Kuo; Kopsaftopoulos, Fotis (Hrsg.) 2017, S. 631 - 639
    ISBN: 9781605953304
  • Rothe, Sandra; Wirtz, Sebastian Felix; Kampmann, Geritt; Nelles, Oliver; Söffker, Dirk
    Ensuring the reliability of damage detection in composites by fusion of differently classified acoustic emission measurements
    In: Structural health monitoring 2017: real-time material state awareness and data-driven safety assurance / 11th International Workshop on Structural Health Monitoring, Stanford University, Stanford, CA, September 12-14, 2017 / Chang, Fu-Kuo; Kopsaftopoulos, Fotis (Hrsg.) 2017, S. 1380 - 1387
    ISBN: 9781605953304
  • Cunha, Adauto P.A.; Wirtz, Sebastian F.; Söffker, Dirk; Beganovic, Nejra
    Implementation of frequency-based classification of damages in composites using real-time FPGA-based hardware framework
    In: Proceedings of the ASME Design Engineering Technical Conference: Vol. 8 / 29th Conference on Mechanical Vibration and Noise Cleveland, Ohio, USA, August 6–9, 2017 2017, S. V008T12A047
    ISBN: 978-0-7918-5822-6
  • Wang, Jiao; Söffker, Dirk
    Improving driving efficiency for hybrid electric vehicle with suitable interface
    In: Conference Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 / Rudas, Imre; SMC 2016; Budapest; Hungary; 9 October 2016 through 12 October 2016 2017, S. 928 - 933
    ISBN: 9781509018970
  • Wirtz, Sebastian Felix; Demmerling, Anna Lena; Söffker, Dirk
    In-situ wear monitoring : An experimental investigation of acoustic emission during thread forming
    In: Structural health monitoring 2017: real-time material state awareness and data-driven safety assurance / 11th International Workshop on Structural Health Monitoring, Stanford University, Stanford, CA, September 12-14, 2017 / Chang, Fu-Kuo; Kopsaftopoulos, Fotis (Hrsg.) 2017, S. 1198 - 1205
    ISBN: 9781605953304
  • Jihin, Rosmawati; Söffker, Dirk; Beganovic, Nejra
    Integrated prognostic model for RUL estimation using threshold optimization
    In: Structural Health Monitoring 2017: Real-Time Material State Awareness and Data-Driven Safety Assurance: Proceedings of the 11th International Workshop on Structural Health Monitoring, IWSHM 2017 / International Workshop on Structural Health Monitoring, Stanford University, Stanford, CA, September 12-14, 2017 / Chang, Fu-Kuo; Kopsaftopoulos, Fotis (Hrsg.) 2017, S. 640 - 647
    ISBN: 9781605953304
  • Madadi, Elmira; Dong, Yao; Söffker, Dirk
    Model-free control approach of a three-tank system using an adaptive-based control
    In: Proceedings of the ASME Design Engineering Technical Conference: Vol. 6 / 13th International Conference on Multibody Systems, Nonlinear Dynamics, and Control Cleveland, Ohio, USA, August 6–9, 2017 Jg. 6 2017, S. V006T10A013
    ISBN: 978-0-7918-5820-2
  • Zhao, M.; Käthner, D.; Jipp, Meike; Söffker, Dirk; Lemmer, Karsten
    Modeling driver behavior at roundabouts : Results from a field study
    In: Proceedings of the 28th IEEE Intelligent Vehicles Symposium / IV 2017; Redondo Beach; United States; 11 - 14 June 2017 2017, S. 908 - 913
    ISBN: 9781509048045
  • Bakhshande, Fateme; Söffker, Dirk
    Proportional-integral-observer with adaptive high-gain design using funnel adjustment concept
    In: Proceedings of the ASME Design Engineering Technical Conference: Vol. 6 / 13th International Conference on Multibody Systems, Nonlinear Dynamics, and Control Cleveland, Ohio, USA, August 6–9, 2017 2017, S. V006T10A011
    ISBN: 978-0-7918-5820-2
  • Ali, Ahmed M.; Söffker, Dirk
    Realtime application of progressive optimal search and adaptive dynamic programming in multi-source hevs
    In: Proceedings of the ASME 2017 (DSCC2017): Vol. 2 / 10th Annual Dynamic Systems and Control Conference, Tysons, Virginia, USA, October 11–13, 2017 2017, S. V002T17A003
    ISBN: 9780791858288
  • Ali, Ahmed M.; Söffker, Dirk
    Realtime power management of a multi-source hev using adaptive dynamic programing and probabilistic drive state model
    In: Proceedings of the ASME Design Engineering Technical Conference: Vol. 3 / 19th International Conference on Advanced Vehicle Technologies; 14th International Conference on Design Education; 10th Frontiers in Biomedical Devices Cleveland, Ohio, USA, August 6–9, 2017 2017, S. V003T01A025
    ISBN: 978-0-7918-5815-8
  • Bakhshande, Fateme; Söffker, Dirk
    Robust control approach for a hydraulic differential cylinder system using a Proportional-Integral-Observer-based backstepping control
    In: 2017 American Control Conference (ACC) / Sun, Jing; American Control Conference, 24-26 May 2017, Seattle, Washington 2017, S. 3102 - 3107
    ISBN: 978-1-5090-5992-8; 978-1-5090-5994-2
  • Hagele, Georg; Söffker, Dirk
    Safety unit-based safe behavior assurance for autonomous and semi-Autonomous aerial systems : Requirements, concept, and simulation results
    In: IEEE Intelligent Vehicles Symposium, Proceedings / IV 2017; Redondo Beach; United States; 11 June 2017 through 14 June 2017 2017, S. 1546 - 1551
    ISBN: 9781509048045
  • Hägele, Georg; Söffker, Dirk
    Strictly Formalized Situation-Operator-Modeling technique for fall-back layer modeling for autonomous or semi-autonomous systems requiring software-based fail-safe behavior
    In: Conference Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 / Rudas, Imre; SMC 2016; Budapest; Hungary; 9 October 2016 through 12 October 2016 2017, S. 886 - 891
    ISBN: 9781509018970
  • Hägele, Georg; Söffker, Dirk
    System safety surveillance and control system concept for autonomous or semi-autonomous systems fall-back layer realization
    In: Proceedings of the ASME 9th Annual Dynamic Systems and Control Conference - 2016: Volume 2 / ASME Annual Dynamic Systems and Control Conference, October 12-14, 2016, Minneapolis, MN, USA 2017
    ISBN: 978-0-7918-5070-1
  • Madadi, Elmira; Söffker, Dirk
    Towards an optimal learning for robust iterative-based intelligent PID
    In: Proceedings of the ASME 9th Annual Dynamic Systems and Control Conference - 2016: Volume 1 / ASME Annual Dynamic Systems and Control Conference, October 12-14, 2016, Minneapolis, MN, USA 2017
    ISBN: 978-0-7918-5069-5
  • Hägele, Georg; Söffker, Dirk
    Fall-back layer concept for autonomous or semi-autonomous systems and processes: Requirements, concepts, and first tests
    In: Conference Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 / Rudas, Imre; SMC 2016; Budapest; Hungary; 9 October 2016 through 12 October 2016 2016, S. 916 - 921
    ISBN: 9781509018970
  • Sarkheyli, Arezoo; Söffker, Dirk
    Feature selection for situation recognition in Fuzzy SOM-based Case-based Reasoning
    In: 2016 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA) / IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, March 20-25, 2016 in San Diego, CA, USA 2016, S. 145 - 151
    ISBN: 9781509006328; 978-1-5090-0633-5
  • Nowak, Xi; Söffker, Dirk
    A new model-free stability-based cognitive control method
    In: Proceedings of the ASME 7th Annual Dynamic Systems and Control Conference - 2014: Vol. 3 / ASME 2014 7th Annual Dynamic Systems and Control Conference, October 22 - 24, 2014, San Antonio, Texas, USA / Berg, Jordan M. (Hrsg.) 2015, S. V003T47A002
    ISBN: 978-0-7918-4620-9
  • Bathelt, Andreas; Jelali, Mohieddine; Söffker, Dirk
    An algorithm combining the subspace identification methods ORT and CCA
    In: 2015 54th IEEE Conference on Decision and Control (CDC) / 54th IEEE Conference on Decision and Control, CDC 2015; Osaka International Convention Center (Grand Cube)5-3-51 Nakanoshima, Kita-KuOsaka; Japan; 15 December 2015 through 18 December 2015 / Ohta, Yoshito (Hrsg.) 2015, S. 3361 - 3366
    ISBN: 978-1-4799-7886-1; 978-1-4799-7885-4
  • Moulik, Bedatri; Söffker, Dirk
    Combined Voltage-Current Control of DC/DC Converters for Power Management of a Multi-Power Source Hybrid With HIL Tests
    In: Proceedings of the ASME 7th Annual Dynamic Systems and Control Conference - 2014: Vol. 2 / ASME 2014 7th Annual Dynamic Systems and Control Conference, October 22 - 24, 2014, San Antonio, Texas, USA / Berg, Jordan M. (Hrsg.) 2015, S. V002T36A003
    ISBN: 978-0-7918-4619-3
  • Rothe, Sandra; Söffker, Dirk
    Development of a state-related evaluation for diagnostic-oriented data filtering approach
    In: Sustainable composites: fibers, resins and applications / Netravali, Anil N.; Pastore, Christopher M. 2015, S. 593 - 600
    ISBN: 978-1-60595-111-9
  • Njiri, Jackson G.; Liu, Yan; Söffker, Dirk
    Disturbance attenuation using Proportional-Integral-Observer for wind turbine speed regulation
    In: Proceedings of the ASME 7th Annual Dynamic Systems and Control Conference - 2014: Vol. 2 / ASME 2014 7th Annual Dynamic Systems and Control Conference, October 22 - 24, 2014, San Antonio, Texas, USA / Berg, Jordan M. (Hrsg.) 2015
    ISBN: 978-0-7918-4619-3
  • Rothe, Sandra; Leite, Alexandre; Padrao, Paulo; Söffker, Dirk
    Improvement and comparison of wearoriented state-of-health classification methods using optimization techniques
    In: Sustainable composites: fibers, resins and applications / Netravali, Anil N.; Pastore, Christopher M.; 10th International Workshop on Structural Health Monitoring, IWSHM 2015 2015, S. 625 - 632
    ISBN: 978-1-60595-111-9
  • Beganovic, Nejra; Moulik, Bedatri; Söffker, Dirk
    Li-O battery aging process: A comprehensive review with respect to the integration of aging into system's powermanagement
    In: Proceedings of the ASME 8th Annual Dynamic Systems and Control Conference - 2015 (DSCC) / ASME Annual Dynamic Systems and Control Conference ; 8 (Columbus, Ohio) : 2015.10.28-30 Jg. 1 2015, V001T13A004
    ISBN: 978-0-7918-5725-0
  • Madadi, Elmira; Söffker, Dirk
    Model-free approaches applied to the control of nonlinear systems: A brief survey with special attention to intelligent PID iterative learning control
    In: Proceedings of the ASME 8th Annual Dynamic Systems and Control Conference - 2015: Volume 1: Adaptive and intelligent systems control; advances in control design methods; advances in non-linear and optimal control; advances in robotics; advances in wind energy systems; aerospace applications; aerospace power optimization; assistive robotics; automotive / ASME Annual Dynamic Systems and Control Conference ; 8 (Columbus, Ohio) : 2015.10.28-30 / ASME Annual Dynamic Systems and Control Conference (Hrsg.) Jg. 1 2015
    ISBN: 9780791857243
  • Tamimi, Hammam; Söffker, Dirk
    Modeling of flexible structures by means of least square support vector machine
    In: Proceedings of the ASME 8th Annual Dynamic Systems and Control Conference - 2015 (DSCC) / ASME Annual Dynamic Systems and Control Conference ; 8 (Columbus, Ohio) : 2015.10.28-30 Jg. 2 2015, V002T34A005
    ISBN: 978-0-7918-5725-0
  • Njiri, Jackson G.; Söffker, Dirk
    Multi-objective optimal control of wind turbines for speed regulation and load reduction
    In: Proceedings of the ASME 8th Annual Dynamic Systems and Control Conference - 2015 (DSCC) / ASME Annual Dynamic Systems and Control Conference ; 8 (Columbus, Ohio) : 2015.10.28-30 Jg. 1 2015, V001T05A002
    ISBN: 978-0-7918-5725-0
  • Moulik, Bedatri; Söffker, Dirk
    Online powermanagement with embedded optimization for a multi-source hybrid with dynamic power sharing between components
    In: Proceedings of the ASME 8th Annual Dynamic Systems and Control Conference - 2015: Volume 3: Multiagent network systems / ASME Annual Dynamic Systems and Control Conference, October 28-30, 2015, Columbus, OH, USA 2015
    ISBN: 978-0-7918-5726-7
  • Bakhshande, Fateme; Söffker, Dirk
    Reconstruction of nonlinear characteristics by means of advanced observer design approaches
    In: Proceedings of the ASME 8th Annual Dynamic Systems and Control Conference - 2015: Volume 2: hybrid electric vehicles; automotive / ASME Annual Dynamic Systems and Control Conference ; 8 (Columbus, Ohio) : 2015.10.28-30 / ASME Annual Dynamic Systems and Control Conference (Hrsg.) Jg. 2 2015
    ISBN: 9780791857250
  • Rother, Astrid; Jelali, Mohieddine; Söffker, Dirk
    Signal-based fault prognosis approach based on time-frequency analysis applied to industrial data
    In: Sustainable composites: fibers, resins and applications / Pastore, Christopher M. 2015, S. 679 - 686
    ISBN: 978-1-60595-111-9
  • Wang, Jiao; Moulik, Bedatri; Söffker, Dirk
    Towards Interactive Driver Assistance System to Realize a Safe and an Efficient Driving
    In: 885337956 Zitierlink Titel: 2015 IEEE Vehicle Power and Propulsion Conference (VPPC): Proceedings / Boulon, Loïc; IEEE Vehicle Power and Propulsion Conference 2015.10.19-22 Montréal 2015
    ISBN: 9781467376372
  • Beganovic, Nejra; Söffker, Dirk
    Wear process lifetime prediction based on parametric model applied to experimental data
    In: 2015 IEEE Conference on Prognostics and Health Management (PHM) / IEEE Conference on Prognostics and Health Management, 22 - 25 June 2015, Austin, Texas 2015
    ISBN: 978-1-4799-1895-9; 978-1-4799-1894-2; 978-1-4799-1893-5
  • Karbaschian, Mohammadali; Söffker, Dirk
    Application and comparison of pressure control strategies to a series hybrid hydraulic powertrain
    In: 2014 IEEE Vehicle Power and Propulsion Conference (VPPC) / IEEE Vehicle Power and Propulsion Conference 2014.10.27-30 Coimbra 2014
    ISBN: 978-1-4799-6784-1; 978-1-4799-6783-4; 978-1-4799-6782-7
  • Schiffer, Sandra; Söffker, Dirk
    Classification of complex machine data to be used for structural health monitoring purposes
    In: Proceedings of the ASME 7th Annual Dynamic Systems and Control Conference - 2014: presented at ASME 2014 7th Annual Dynamic Systems and Control Conference, October 22 - 24, 2014, San Antonio, Texas, USA ; Vol. 1 / Annual Dynamic Systems and Control Conference ; October 22 - 24, 2014, San Antonio, Texas, USA / Berg, Jordan M. (Hrsg.) 2014, S. V001T08A006
    ISBN: 978-0-7918-4618-6
  • Schiffer, Sandra; Rothe, Sandra; Baccar, Dorra; Söffker, Dirk
    Classification of systems' health condition using the new adaptive fuzzy-based feature classification approach AFFCA in comparison to a macro-data-based approach
    In: 7th European Workshop on Structural Health Monitoring / European Workshop on Structural Health Monitoring ; European Conference of the Prognostics and Health Management (PHM) Society ; July 8 - 11, 2014, Nantes, France 2014, S. 906 - 913
    ISBN: 978-1-5108-3204-6
  • Söffker, Dirk; Rothe, Sandra
    Comparison of three - Easy to apply and innovative - Signal-based approaches for diagnosis of a technical system with wear
    In: Proceedings of the ASME 7th Annual Dynamic Systems and Control Conference - 2014: presented at ASME 2014 7th Annual Dynamic Systems and Control Conference, October 22 - 24, 2014, San Antonio, Texas, USA : Volume 1 / Berg, Jordan M. (Hrsg.) 2014, S. V001T08A005
    ISBN: 978-0-7918-4618-6
  • Rother, Astrid; Jelali, Mohieddine; Söffker, Dirk
    Development of a fault detection approach based on SVM applied to industrial data
    In: 7th European Workshop on Structural Health Monitoring / European Workshop on Structural Health Monitoring ; EWSHM ; European Conference of the Prognostics and Health Management (PHM) Society ; July 8-11, 2014. La Cité, Nantes, France / Le Cam, Vincent (Hrsg.) 2014, S. 1061 - 1068
  • Beganovic, Nejra; Rothe, Sandra; Söffker, Dirk
    Establishing a wear-related deterioration model based on experimental data
    In: 7th European Workshop on Structural Health Monitoring / European Workshop on Structural Health Monitoring ; European Conference of the Prognostics and Health Management (PHM) Society ; July 8 - 11, 2014, Nantes, France 2014, S. 1513 - 1520
    ISBN: 978-1-5108-3204-6
  • Söffker, Dirk; Muthig, O.; Fu, Xiangguang
    Modeling for cooperation and coordination within structured and complex situations like unknown emergency situations
    In: 2014 IEEE 18th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2014) / 18th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2014) : Hsinchu, Taiwan, 21 - 23 May 2014 / Hou, Jiang-Liang (Hrsg.) 2014, S. 146 - 152
    ISBN: 978-1-4799-3777-6; 978-1-4799-3776-9
  • Rothe, Sandra; Söffker, Dirk
    Wear-oriented state-of-heath calculation and classification using operating data
    In: 7th European Workshop on Structural Health Monitoring / European Workshop on Structural Health Monitoring ; European Conference of the Prognostics and Health Management (PHM) Society ; July 8 - 11, 2014, Nantes, France 2014, S. 1055 - 1060
    ISBN: 978-1-5108-3204-6
  • Baccar, Dorra; Söffker, Dirk
    Application of acoustic emission technique for online evaluation and classification of wear state
    In: Structural health monitoring 2013: a roadmap to intelligent structures ; proceedings / Chang, Fu-Kuo; 9th International Workshop on Structural Health Monitoring ; Stanford University, Stanford, CA, September 10 - 12, 2013 Jg. 1 2013, S. 1218 - 1225
    ISBN: 9781605951157
  • Al-Shrouf, Lou’i; Gedenk, J.; Jelali, Mohieddine; Söffker, Dirk
    Modular signal-based condition monitoring of a hydraulic servo-system
    In: Structural Health Monitoring 2013: A Roadmap to Intelligent Structures - Proceedings of the 9th International Workshop on Structural Health Monitoring, IWSHM 2013 / Chang, Fu-Kuo; 9th International Workshop on Structural Health Monitoring: A Roadmap to Intelligent Structures, IWSHM 2013; Stanford University; Stanford; United States; 10 September 2013 through 12 September 2013 Jg. 1 2013, S. 1360 - 1367
    ISBN: 9781605951157
  • Moulik, Bedatri; Karbaschian, Mohammadali; Söffker, Dirk
    Size and parameter adjustment of a hybrid hydraulic powertrain using a global multi-objective optimization algorithm
    In: 2013 IEEE Vehicle Power and Propulsion Conference (VPPC) / IEEE Vehicle Power and Propulsion Conference 2013.10.15-18 Beijing 2013, S. 310 - 315
    ISBN: 9781479907205; 978-1-4799-0718-2
  • Söffker, Dirk; Rothe, Sandra; Schiffer, S.; Aljoumaa, H.; Baccar, Dorra
    Smart, tough and successful: Three new innovative approaches for diagnosis and prognosis of technical systems
    In: Structural Health Monitoring 2013: A Roadmap to Intelligent Structures - Proceedings of the 9th International Workshop on Structural Health Monitoring, IWSHM 2013 / Chang, Fu-Kuo; 9th International Workshop on Structural Health Monitoring: A Roadmap to Intelligent Structures, IWSHM 2013; Stanford University; Stanford; United States; 10 September 2013 through 12 September 2013 Jg. 1 2013, S. 81 - 88
    ISBN: 9781605951157
  • Fu, Xingguang; Langer, Marcel; Söffker, Dirk
    Toward a modeling of human-centered, rule-based cooperative teamwork
    In: IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013 / Shen, Weiming; 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013 : 27 - 29 June 2013, Whistler, BC, Canada 2013, S. 471 - 476
    ISBN: 9781467360852; 978-1-4673-6084-5
  • Langer, Marcel; Söffker, Dirk
    User assistance by situational, task- and model-based process information filtering in interactive, semi-automated human-automation systems
    In: 2013 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA) / IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA) : 25 - 28 Feb. 2013, San Diego, California, USA 2013, S. 106 - 113
    ISBN: 9781467324373; 978-1-5090-0002-9
  • Baccar, Dorra; Söffker, Dirk
    Wavelet-based online evaluation and classification of wear state using acoustic emission
    In: Proceedings of the ASME Conference on Smart Materials, Adaptive Structures and Intelligent Systems - 2012: presented at ASME 2012 Conference on Smart Materials, Adaptive Structures and Intelligent Systems ; Volume 1: Development and Characterization of Multifunctional Materials; Modeling, Simulation and Control of Adaptive Systems; Structural Health Monitoring Jg. 1 2013, S. 609 - 614
    ISBN: 9780791845097
  • Marx, Matthias; Söffker, Dirk
    A new optimal power and energy management approach applied to a fuel cell/supercap-based hybrid powertrain system
    In: Proceedings of the ASME 5th Annual Dynamic Systems and Control Division conference and JSME 11th Motion and Vibration Conference : presented at ASME 2012 5th Annual Dynamic Systems and Control Division conference and JSME 11th Motion and Vibration Conference / 5th Annual Dynamic Systems and Control Division conference, JSME Motion and Vibration Conference, October 17 - 19, Fort Lauderdale, USA Jg. 2 2012, S. 779 - 783
    ISBN: 9780791845301
  • Baccar, Dorra; Söffker, Dirk
    Classification of wear by means of acoustic emission and signal processing techniques : Vol. 1
    In: Proceedings of the Sixth European Workshop Structural Health Monitoring 2012 / Sixth European Workshop on Structural Health Monitoring (EWSHM), 2012.07.03-06, Dresden, Germany / Boller, Christian (Hrsg.) 2012, S. 62 - 68
    ISBN: 9783940283412
  • Flesch, Gregor; Söffker, Dirk
    Cognitive modeling of distributed interacting intelligent systems
    In: Proceedings of SICE annual conference (SICE), 2012 / Annual conference. Society of Instrument and Control Engineers (SICE), 20 - 23 Aug. 2012, Akita University, Akita, Japan 2012, S. 812 - 818
    ISBN: 978-1-4673-2259-1
  • Ertle, Philipp; Tokic, Michel; Bystricky, Tobias; Ebel, Marius; Voos, Holger; Söffker, Dirk
    Conceptual design of a dynamic risk-assessment server for autonomous robots
    In: 7th German Conference on Robotics / ROBOTIK 2012; Munich, Germany; 21- 22 May 2012 2012, S. 250 - 254
  • Al-Shrouf, Lou'i; Saadawia, Mahmud-Sami; Szczepanski, N.; Söffker, Dirk
    Event detection using multisensor fusion and filtering techniques based on CWT and SVM
    In: Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012 / 6th European Workshop - Structural Health Monitoring (EWSHM), 2012.07.03-06, Dresden, Germany / Boller, Christian (Hrsg.) Jg. 1 2012, S. 206 - 213
    ISBN: 9783940283412
  • Saadawia, Mahmud-Sami; Söffker, Dirk
    Feature-based resampling for classification using Discrete Wavelet Transform for diagnostic purposes of industrial processes with periodic data : Vol. 1
    In: Proceedings of the Sixth European Workshop Structural Health Monitoring 2012 / Sixth European Workshop on Structural Health Monitoring (EWSHM), 2012.07.03-06, Dresden, Germany / Boller, Christian (Hrsg.) 2012, S. 659 - 666
    ISBN: 9783940283412
  • Söffker, Dirk; Langer, Marcel; Hasselberg, Andreas; Flesch, Gregor
    Modeling of cooperative Human-Machine-Human Systems based on Game Theory
    In: IEEE 16th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2012 / Gao, Liang; IEEE International Conference on Computer Supported Cooperative Work in Design, 23 - 25 May 2012, Wuhan, China 2012, S. 274 - 281
    ISBN: 978-1-4673-1211-0; 978-1-4673-1212-7
  • Fu, Xingguang; Söffker, Dirk
    Modeling of individualized cognitive driving supervision for intelligent vehicles
    In: IEEE Vehicle Power and Propulsion Conference (VPPC), 2012 / IEEE Vehicle Power and Propulsion Conference, 9 - 12 Oct. 2012, Seoul, Korea 2012
    ISBN: 978-1-4673-0954-7; 978-1-4673-0953-0
  • Marx, Matthias; Wei, Chunsheng; Söffker, Dirk
    Optimization of complex dynamic systems with respect to their behavior in time and frequency domain
    In: Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - 2011: Vol. 3: ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications / ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, August 28-31, 2011, Washington, D.C, 2012, S. 441 - 449
    ISBN: 978-0-7918-5480-8
  • Marx, Matthias; Söffker, Dirk
    Optimization of the powerflow control of a hybrid electric powertrain including load profile prediction
    In: IEEE Vehicle Power and Propulsion Conference (VPPC), 2012 / IEEE Vehicle Power and Propulsion Conference, 9 - 12 Oct. 2012, Seoul, Korea 2012
    ISBN: 978-1-4673-0954-7; 978-1-4673-0953-0
  • Langer, Marcel; Söffker, Dirk
    Situation-based process guiding and supervision assistance system for semi-automated manufacturing processes
    In: IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2012: Proceedings / IEEE International Conference on Systems, Man, and Cybernetics, 14 - 17 Oct. 2012, COEX, Seoul, Korea 2012
    ISBN: 978-1-4673-1714-6; 978-1-4673-1713-9; 978-1-4673-1712-2
  • Fu, Xingguang; Söffker, Dirk
    Toward a human-centered intelligent supervision and assistance for complex technical systems
    In: IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2012 / IEEE International Conference on Systems, Man, and Cybernetics, 14 - 17 Oct. 2012, COEX, Seoul, Korea 2012
    ISBN: 978-1-4673-1714-6; 978-1-4673-1712-2; 978-1-4673-1713-9
  • Ertle, Philipp; Tokic, Michel; Cubek, Richard; Voos, Holger; Söffker, Dirk
    Towards learning of safety knowledge from human demonstrations
    In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2012 / IEEE/RSJ International Conference on Intelligent Robots and Systems, 7 - 12 Oct. 2012, Vilamoura, Algarve, Portugal 2012, S. 5394 - 5399
    ISBN: 978-1-4673-1736-8; 978-1-4673-1737-5
  • Ertle, Philipp; Voos, Holger; Söffker, Dirk
    Utilizing dynamic hazard knowledge for risk sensitive action planning of autonomous robots
    In: 2012 IEEE International Symposium on Robotic and Sensors Environments (ROSE) / Zug, Sebastian; IEEE International Symposium on Robotic and Sensors Environments, 16 - 18 Nov. 2012, Magdeburg, Germany 2012
    ISBN: 978-1-4673-2706-0; 978-1-4673-2705-3; 978-1-4673-2705-3
  • Zhang, Fan; Söffker, Dirk
    A data-driven online stability monitoring method for unknown discrete-time nonlinear systems
    In: 2011 50th IEEE Conference on Decision and Control and European Control Conference / IEEE Conference on Decision and Control, Orlando, Florida, USA, 12 - 15 December 2011 2011, S. 7356 - 7361
    ISBN: 978-1-61284-800-6; 978-1-612-84799-3; 978-1-612-84801-3
  • Al-Shrouf, Lou'i; Saadawia, Mahmud-Sami; Szczepanski, N.; Söffker, Dirk
    Adaptive classification based on multisensor decision
    In: Structural health monitoring 2011: condition-based maintenance and intelligent structures / 8th International Workshop on Structural Health Monitoring ; Stanford University, Stanford, CA, September 13 - 15, 2011 / Chang, Fu-Kuo (Hrsg.) 2011, S. 1309 - 1316
    ISBN: 978-1-60595-053-2
  • Aljoumaa, H.; Söffker, Dirk
    Adaptive fuzzy-based approach for classification of system's states
    In: Structural health monitoring 2011: condition-based maintenance and intelligent structures / 8th International Workshop on Structural Health Monitoring ; Stanford University, Stanford, CA, September 13 - 15, 2011 / Chang, Fu-Kuo (Hrsg.) 2011, S. 290 - 297
    ISBN: 978-1-60595-053-2
  • Fu, Xingguang; Söffker, Dirk
    Concept for SOM-based computer supported cooperative work
    In: 15th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2011 / Shen, Weiming; CSCWD, 8 - 10 June 2011, Lausanne, Switzerland 2011, S. 261 - 267
    ISBN: 978-1-4577-0386-7; 978-1-4577-0387-4
  • Dettmann, Kai-Uwe; Baccar, Dorra; Söffker, Dirk
    Examination of wear phenomena by using filtering techniques for FDI purposes
    In: Structural health monitoring 2011: condition-based maintenance and intelligent structures / 8th International Workshop on Structural Health Monitoring ; Stanford University, Stanford, CA, September 13 - 15, 2011 / Chang, Fu-Kuo (Hrsg.) 2011, S. 1037 - 1044
    ISBN: 978-1-60595-053-2
  • Langer, Marcel; Söffker, Dirk
    Human guidance and supervision of a manufacturing system for semi-automated production
    In: 2011 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies / AEECT : 6-8 December, 2011, University of Jordan Faculty of Engineering and Technology 2011
    ISBN: 978-1-4577-1084-1; 978-1-4577-1083-4
  • Marx, Matthias; Söffker, Dirk
    Integrated optimization of the powermanagement system of a hybrid electric powertrain system
    In: 2011 IEEE Vehicle Power and Propulsion Conference (VPPC 2011) / IEEE Vehicle Power and Propulsion Conference (VPPC), 6 - 9 Sept. 2011, Chicago, USA 2011
    ISBN: 9781612842486
  • Al-Shrouf, Lou'i; Söffker, Dirk
    Multi-classifier fusion method based on the reliability of the individual classifiers
    In: Structural health monitoring 2011: condition-based maintenance and intelligent structures / 8th International Workshop on Structural Health Monitoring ; Stanford University, Stanford, CA, September 13 - 15, 2011 / Chang, Fu-Kuo (Hrsg.) 2011, S. 127 - 134
    ISBN: 978-1-60595-053-2
  • Saadawia, Mahmud-Sami; Li, G.; Söffker, Dirk
    Wavelet-based SVM system for evaluation of wear states and remaining life time
    In: Structural health monitoring 2011: condition-based maintenance and intelligent structures / 8th International Workshop on Structural Health Monitoring ; Stanford University, Stanford, CA, September 13 - 15, 2011 / Chang, Fu-Kuo (Hrsg.) 2011, S. 1349 - 1356
    ISBN: 978-1-60595-053-2
  • Özbek, Markus; Söffker, Dirk
    About the system design of a fuel-cell/supercap hybrid powertrain
    In: Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - 2009: Vol. 3 / ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications - 20th Reliability, Stress Analysis, and Failure Prevention Conference, 30.08. - 02.09.2010, San Diego, Calif. 2010, S. 371 - 378
    ISBN: 978-0-7918-4900-2
  • Ertle, Philipp; Gamrad, Dennis; Voos, Holger; Söffker, Dirk
    Action planning for autonomous systems with respect to safety aspects
    In: Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics / 2010 IEEE International Conference on Systems, Man and Cybernetics (SMC); 10 - 13 October 2010; Istanbul, Turkey 2010, S. 2465 - 2472
    ISBN: 9781424465880
  • Kazeminia, Amir; Junglas, M.; Söffker, Dirk
    An approach for reliability optimization of mechatronic systems during design phase
    In: Reliability, risk and safety: back to the future / Ale, Ben J. M.; ESREL (European Safety and Reliability) Annual Conference, Island of Rhodes, 5 - 9 September 2010 2010, S. 1505 - 1512
    ISBN: 978-0-415-60427-7
  • Junglas, Marco; Kazeminia, Amir; Eick, Rüdiger; Söffker, Dirk
    Analysis, quantification, and optimization of system reliability-formalized definition of reliability topologies and values for system optimization
    In: Reliability, risk and safety: back to the future / Ale, Ben J. M.; ESREL (European Safety and Reliability) Annual Conference, Island of Rhodes, 5 - 9 September 2010 2010, S. 941 - 946
    ISBN: 978-0-415-60427-7
  • Liu, Yan; Söffker, Dirk
    Contact Force Estimation for an Elastic Beam Using Optimal High-Gain Disturbance Observer
    In: Proceedings of the ASME Dynamic Systems and Control Conference 2010: Vol. 1 / Annual Dynamic Systems and Control Conference, Cambridge, Massachusetts, USA, September 12–15, 2010 2010, S. 891 - 897
    ISBN: 978-0-7918-4417-5; 978-0-7918-3884-6
  • Ertle, Philipp; Voos, Holger; Söffker, Dirk
    Development of safe autonomous mobile service robots using an active integrated approach
    In: Joint 41st International Symposium on Robotics and 6th German Conference on Robotics 2010 (ISR/ROBOTIK 2010): Vol. 2 / Joint 41st International Symposium on Robotics and 6th German Conference on Robotics (ISR/ROBOTIK); 2010.06.07-09; Munich, Germany 2010, S. 1121 - 1128
    ISBN: 9781617387197
  • Gamrad, Dennis; Söffker, Dirk
    Learning from conflicts in real world environments for the realization of cognitive technical systems
    In: Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics / 2010 IEEE International Conference on Systems, Man and Cybernetics (SMC); 10 - 13 October 2010; Istanbul, Turkey 2010, S. 1995 - 2002
    ISBN: 9781424465880
  • Junglas, Marco; Kazeminia, Amir; Eick, Rüdiger; Söffker, Dirk
    Reliability-based design of future highly reliable systems
    In: ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications - 20th Reliability, Stress Analysis, and Failure Prevention Conference: Vol. 3 / ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, August 30- September 2, 2009, San Diego 2010, S. 731 - 737
    ISBN: 978-0-7918-4900-2
  • Zhang, Fan; Söffker, Dirk
    Stabilization of a nonlinear aeroelastic wing-section using modified model-free control with self-improvement of control performance
    In: AIAA Guidance, Navigation, and Control Conference / Guidance, Navigation, and Control and Co-located Conferences, Toronto, Ontario, Canada, 02 August 2010 - 05 August 2010 2010
    ISBN: 978-1-60086-962-4
  • Dettmann, Kai-Uwe; Marx, Matthias; Kashi, Keiwan; Nissing, Dirk; Söffker, Dirk
    Concept and components for disturbance decoupling and energy harvesting
    In: ASME 2009 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference: Volume 6: ASME Power Transmission and Gearing Conference; 3rd International Conference on Micro- and Nanosystems; 11th International Conference on Advanced Vehicle and Tire Technologies / ASME Power Transmission and Gearing Conference, 2009.08.30-09.02, San Diego, USA 2009, S. 863 - 868
    ISBN: 9780791849033
  • Liu, Yan; Söffker, Dirk
    Improvement of optimal high-gain PI-Observer design
    In: Proceedings: European Control Conference 2009 : ECC09 , 23.-26. August, Budapest / Keviczky, László (Hrsg.) 2009 Article number 7075120, Pages 4564-4569
    ISBN: 978-963-311-369-1
  • Beek, Marc ter; Söffker, Dirk
    Observer-based identification of nonlinear clutch friction under operating conditions
    In: Proceedings: European Control Conference 2009 : ECC09 , 23.-26. August, Budapest / Keviczky, László (Hrsg.) 2009 Article number 7075201, Pages 5051-5056
    ISBN: 978-963-311-369-1
  • Söffker, Dirk; Özbek, Markus; Dettmann, Kai-Uwe
    Feature-based Diagnosis and Prognosis for an Integrated Diagnostic Approach
    In: 6th Int. Workshop on Structural Health Monitoring 2007
  • Gamrad, Dennis; Oberheid, Hendrik; Söffker, Dirk
    Supervision of Open Systems using a Situation- Operator-Modeling Approach and Higher Petri Net Formalisms
    In: IEEE International Conference on Systems, Man and Cybernetics 2007
  • Söffker, Dirk; Özbek, Markus; Dettmann, Kai-Uwe
    Überwachung und Diagnose technischer Systeme auf Basis eines neuen, integrierten qualitativen Ansatzes
    In: VDI-Berichte 1982, Schwingungsüberwachung und Diagnose von Maschinen 2007
  • Vorträge

  • Bakhshande, Fateme; Boschmann, Waldemar; Dahlke, Lennart; Henn, Rupert; Höpken, Jens; Jarofka, Maximilian; Kracht, Frédéric Etienne; Maas, Niko; Oberhagemann, Jan; Schramm, Dieter; Sieberg, Philipp; Singh-Thind, Navreet; Söffker, Dirk; Spiller, Mark;
    The AutoBin Project : Key Concepts, Status, and Intended Outcomes
    Autonomous Inland and Short Sea Shipping Conference ; AISS2020 ; 23 October 2020, Duisburg,
    Duisburg (2020)