Automatisierungstechnik und komplexe Systeme

Veröffentlichungen nach Rubriken

Ding, Steven X.: Advanced Methods for Fault Diagnosis and Fault-tolerant Control, Springer Berlin Heidelberg, 2021, DOI

Steven X. Ding: Robust Fault Diagnosis and Control, pp. 1214-1218 in J. Baillieul and T. Samad (Eds.): Encyclopedia of Systems and Control, Springer, London, 2020, DOI

Steven X. Ding: Data-driven design of fault diagnosis and fault-tolerant control systems, Springer, London, 2014, DOI


Li, Yafeng,Ding, Steven X.,Hua, Changchun,Liu, Guopin: Distributed Adaptive Leader-Following Consensus for Nonlinear Multiagent Systems With Actuator Failures Under Directed Switching Graphs, IEEE Transactions on Cybernetics, vol. 53, no.1, pp. 211 - 221, 2023, DOI: 10.1109/TCYB.2021.3091392

Hameed, Mohammed Sharafath Abdul,Chadha, Gavneet Singh,Schwung, Andreas,Ding, Steven X.: Gradient Monitored Reinforcement Learning, IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no.8, pp. 4106 - 4119, 2023, DOI: 10.1109/TNNLS.2021.3119853

Ma, Hailan,Dong, Daoyi,Ding, Steven X.,Chen, Chunlin: Curriculum-Based Deep Reinforcement Learning for Quantum Control, IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no.11, pp. 8852 - 8865, 2023, DOI: 10.1109/TNNLS.2022.3153502


Zhang, Jiarui,Ding, Steven X.,Li, Linlin: Distributed Sensor FD for Sensor Networks, Proceedings of the 32nd IEEE International Symposium on Industrial Electronics (ISIE 2023), 2023, DOI: 10.1109/ISIE51358.2023.10228158

Reimann, Jan Niclas,Shukla, Bhargav Bharat,Schwung, Andreas,Ding, Steven X.: Similarity Constrained Conditional Generative Auto-encoder with Generalized Dilated Networks, Pattern Recognition Applications and Methods : 10th International Conference, ICPRAM 2021, and 11th International Conference, ICPRAM 2022, Virtual Event, February 4–6, 2021 and February 3–5, 2022, Revised Selected Papers, pp. 23 - 51, 2023, DOI: 10.1007/978-3-031-24538-1,10.1007/978-3-031-24538-1_2

Westbrink, Fabian,Schwung, Andreas,Ding, Steven X.: How to get a parcel surfing, IEEE/ASME International Conference on Advanced Intelligent Mechatronics, pp. 1619 - 1624, 2020, DOI: 10.1109/AIM43001.2020.9159001



Hua, Changsheng
Reinforcement Learning Aided Performance Optimization of Feedback Control Systems


Kardash, Stanislav
Bewertung des Regelverhaltens bei deterministisch-stochastischen Prozess-störungen durch ein modell-basiertes Benchmark-Verfahren


Qian, Lu
Observer-Based Fault Detection and Estimation of Rolling Element Bearing Systems


S. X. Ding et al., Verfahren und Vorrichtung zur Fehlerdiagnose mechatronischer Systeme, Patent Nr.: DE 10 2005 018 980.6, Deutsches Patent- und Markenamt, 2011.

S. X. Ding et al. : Verfahren und Vorrichtung zur Fehlerdiagnose mechatronischer Systeme, Anmeldung Nr./Patent Nr.: 06006355.9, Europäisches Patentamt, 2006 (European Patent Application).

S. X. Ding et al. : Verfahren und Vorrichtung zur Fehlerdiagnose für Verbrennungsmotoren, Anmeldung Nr./Patent Nr.: 06006356.7, Europäisches Patentamt, 2006 (European Patent Application).