Projects per year
Personal profile
Personal profile
Qinyao Liu received her bachelor and doctor degree in Control Science and Engineering from Jiangnan University, in 2016 and 2021, respectively. From 2019 to 2020, Qinyao visited and studied in University of Alberta, Canada.Her interests include system identification and parameter estimation, dynamic system modeling and signal processing, model reduction and model predictive control.
Research interests
System identification and parameter estimation
Dynamic system modeling and signal processing
Model reduction and model predictive control
Experience
Visiting Scholar, Department of Chemical Materials Engineering - University of Alberta, 2019-2020
Education/Academic qualification
Ph.D. in Control Science and Engineering, Jiangnan University, 2021
B.Eng. in Control Science and Engineering, Jiangnan University, 2016
Person Types
- Staff
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Identification of large-scale nonlinear systems based on ensemble learning and strategy combination
1/09/23 → 31/08/26
Project: Governmental Research Project
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Developing a Comprehensive Simulation-based Education Platform for Robotics-related Modules
1/09/22 → 31/08/25
Project: Internal Research Project
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Distributed estimation algorithm design for multivariable systems based on measurement data
1/03/22 → 28/02/25
Project: Internal Research Project
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A Novel Filtering Based Maximum Likelihood Generalized Extended Gradient Method for Multivariable Nonlinear Systems
Chen, F., Liu, Q. & Ding, F., Apr 2025, In: International Journal of Adaptive Control and Signal Processing. 39, 4, p. 638-650 13 p.Research output: Contribution to journal › Article › peer-review
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Decomposition and Coordination-Based Iterative Identification for a Class of Separable Nonlinear Models
Zhou, Y., Liu, Q. & Yang, D., 2025, Proceedings of the 16th International Conference on Modelling, Identification and Control, ICMIC 2024. Chen, Q., Su, T., Liu, P. & Zhang, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 194-200 7 p. (Lecture Notes in Electrical Engineering; vol. 1315 LNEE).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Model reconstruction-based joint estimation method and convergence analysis for nonlinear dynamic networks with time-delays
Zhou, Y., Liu, Q., Yang, D. & Guo, S., May 2025, In: Nonlinear Dynamics. 113, 9, p. 10403-10424 22 p., 103007.Research output: Contribution to journal › Article › peer-review
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Distributed identification based partially-coupled recursive generalized extended least squares algorithm for multivariate input–output-error systems with colored noises from observation data
Liu, Q., Chen, F., Guo, Q. & Wang, X., 15 Oct 2024, In: Journal of Computational and Applied Mathematics. 449, 115976.Research output: Contribution to journal › Article › peer-review
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Gradient-Based Recursive Parameter Estimation Methods for a Class of Time-Varying Systems from Noisy Observations
Xu, N., Liu, Q. & Ding, F., 2024, In: Circuits, Systems, and Signal Processing.Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus)
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Modelling and control of electric machine drive system
Xuchen Wang (Supervisor) & Qinyao Liu (Co-supervisor)
10 Jun 2023 → 28 Aug 2023Activity: Supervision › Completed SURF Project
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Model predictive control of permanent magnet synchronous motor systems
Qinyao Liu (Supervisor) & Xuchen Wang (Co-supervisor)
10 Jun 2023 → 28 Aug 2023Activity: Supervision › Completed SURF Project
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Explicit model predictive control of permanent magnet synchronous motor
Qinyao Liu (Supervisor)
15 May 2023 → 30 Dec 2023Activity: Supervision › Master Dissertation Supervision
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Autonomous vehicle trajectory tracking based on adaptive model predictive control
Qinyao Liu (Supervisor)
15 May 2023 → 30 Dec 2023Activity: Supervision › Master Dissertation Supervision
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Research on modeling and control algorithm of inverted pendulum
Qinyao Liu (Supervisor)
10 Jun 2022 → 28 Aug 2022Activity: Supervision › Completed SURF Project