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Works (7)

Zonotopic set-membership state estimation for nonlinear systems based on the deep Koopman operator

Neurocomputing
2025-02 | Journal article
DOI: 10.1016/j.neucom.2024.129004
Contributors: Zhichao Pan; Siyu Liu; Biao Huang; Fei Liu
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Joint iterative state and parameter estimation for bilinear systems with autoregressive noises via the data filtering

ISA Transactions
2024-04 | Journal article
DOI: 10.1016/j.isatra.2024.01.035
Contributors: Siyu Liu; Yanjiao Wang; Feng Ding; Ahmed Alsaedi; Tasawar Hayat
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A sensitivity-based approach to optimal sensor selection for complex processes

Chemical Engineering Science
2023-08 | Journal article
DOI: 10.1016/j.ces.2023.118901
Contributors: Siyu Liu; Xunyuan Yin; Zhichao Pan; Jinfeng Liu
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Distributed simultaneous state and parameter estimation of nonlinear systems

Chemical Engineering Research and Design
2022-05 | Journal article
DOI: 10.1016/j.cherd.2022.02.027
Contributors: Siyu Liu; Xunyuan Yin; Jianbang Liu; Jinfeng Liu; Feng Ding
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Efficient Iterative Algorithms for a Class of Nonlinear Systems using the Block Matrix Inversion and Hierarchical Principle

2021-04-05 | Other
DOI: 10.21203/rs.3.rs-337910/v1
Contributors: Siyu Liu; Feng Ding; Erfu Yang
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Three‐stage least squares‐based iterative estimation algorithms for bilinear state‐space systems based on the bilinear state estimator

International Journal of Adaptive Control and Signal Processing
2020-10 | Journal article
DOI: 10.1002/acs.3166
Contributors: Siyu Liu; Yanliang Zhang; Feng Ding; Ahmed Alsaedi; Tasawar Hayat
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Moving data window gradient‐based iterative algorithm of combined parameter and state estimation for bilinear systems

International Journal of Robust and Nonlinear Control
2020-04 | Journal article
DOI: 10.1002/rnc.4884
Contributors: Siyu Liu; Feng Ding; Tasawar Hayat
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Peer review (3 reviews for 2 publications/grants)

Review activity for Control engineering practice. (2)
Review activity for Nonlinear dynamics. (1)
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