Projects per year
Personal profile
Quote
In mathematics, the art of proposing a question must be held of higher value than solving it.
Research profile
Xiaodong Cheng is a postdoctoral researcher with the Department of Electrical Engineering, Eindhoven University of Technology, the Netherlands. He is currently working with Prof. Paul Van den Hof on data-driven modeling of dynamic networks. His research interests also include model reduction, and distributed control of network systems.
Academic background
Xiaodong Cheng finished his B.S. and M.S. degrees in system and control engineering from Northwestern Polytechnical University, Xi'an, China, in 2011 and 2014, respectively. From 2014, he became a PhD candidate in Jan C. Willems Center for Systems and Control, University of Groningen, The Netherlands. He was under the supervision of Prof. Jacquelien M. A. Scherpen and worked on strucure-preserving model reduction of network systems. In 2018, he received his Ph.D. degree cum laude.
Affiliated with
Control systems group, Department of Electrical Engineering, Eindhoven University of Technology, the Netherlands.
Fingerprint
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Network
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Projects
- 1 Active
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SYSDYNET: Data-Driven Modeling in Dynamic Networks
Van den Hof, P. M. J., Van den Hof, P. M. J., Haesaert, S., Kivits, E. M. M. (., Shi, S., Weiland, S., Lazar, M., Donkers, M. C. F. (., Tóth, R., Steentjes, T. R. V., Ramaswamy, K., Ludlage, J. H. A., Dreef, H. J. (., Cheng, X., Nawijn, H. & van der Hagen, D.
1/09/16 → 31/08/21
Project: Research direct
Research Output
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Clustering-based model reduction of Laplacian dynamics with weakly connected topology
Cheng, X. & Scherpen, J. M. A., Oct 2020, In : IEEE Transactions on Automatic Control. 65, 10, p. 4393-4399 7 p., 8906039.Research output: Contribution to journal › Article › Academic › peer-review
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Fully adaptive-gain-based intelligent failure-tolerant control for spacecraft attitude stabilization under actuator saturation
Zhou, N., Cheng, X., Xia, Y. & Liu, Y., 9 Mar 2020, In : IEEE Transactions on Cybernetics. XX, XX, 13 p.Research output: Contribution to journal › Article › Academic › peer-review
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Novel Gramians for linear semistable systems
Cheng, X. & Scherpen, J. M. A., May 2020, In : Automatica. 115, 9 p., 108911.Research output: Contribution to journal › Article › Academic › peer-review
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Structure-based clustering algorithm for model reduction of large-scale network systems
Niazi, M. U. B., Cheng, X., Canudas-De-Wit, C. & Scherpen, J. M. A., 12 Mar 2020, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers, p. 5038-5043 6 p. 9029349Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Citation (Scopus) -
Synchronization preserving model reduction of multi-agent network systems by eigenvalue assignments
Yu, L., Cheng, X., Scherpen, J. M. A. & Xiong, J., 12 Mar 2020, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 7794-7799 6 p. 9029857Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review