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
Research areas
- System Identification
- Model Predictive Control
- Parameter Estimation
Person Types
- Staff
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
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Projects
- 3 Finished
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Identification of large-scale nonlinear systems based on ensemble learning and strategy combination
Liu, Q. (PI)
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
Chen, Y. (PI), Liu, Q. (CoI) & Zhang, T. (CoI)
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
Liu, Q. (PI)
1/03/22 → 28/02/25
Project: Internal Research Project
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Iterative identification algorithms for parametric separable nonlinear network modelling
Zhou, Y., Chang, Q., Ma, H., Liu, Q. & Yang, D., 26 Feb 2026, (E-pub ahead of print) In: International Journal of Systems Science.Research output: Contribution to journal › Article › peer-review
14 Citations (Scopus) -
Multi-innovation recursive identification methods for nonlinear sandwich systems using the auxiliary model
Liu, Q., Dong, Q., Jiang, H., Chen, F. & Wang, X., Feb 2026, In: Applied Mathematical Modelling. 150, 116398.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
An auxiliary model-based multi-innovation recursive least squares algorithm for identifying the electrically stimulated muscle model
Dong, Q., Wen, Y., Liu, Q. & Wang, X., 2025, (Accepted/In press).Research output: Contribution to conference › Paper › peer-review
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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
24 Citations (Scopus) -
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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Research on Identification Methods of Industrial Networked Control System with Multi-rate Characteristics
Chen, F. (Supervisor), Kouwenhoven, T. (Co-supervisor), Cheng, G. (Co-supervisor), Liu, Q. (Co-supervisor) & Huang, K. (Co-supervisor)
1 Mar 2025 → 28 Feb 2028Activity: Supervision › PhD Supervision
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system identification of nonlinear systems
Chen, F. (Co-supervisor), Liu, Q. (Supervisor), Cheng, G. (Co-supervisor) & Lim, E. G. (Co-supervisor)
1 Jun 2024 → 31 May 2028Activity: Supervision › PhD Supervision
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Model predictive control of permanent magnet synchronous motor systems
Liu, Q. (Supervisor) & Wang, X. (Co-supervisor)
10 Jun 2023 → 28 Aug 2023Activity: Supervision › Completed SURF Project
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Modelling and control of electric machine drive system
Wang, X. (Supervisor) & Liu, Q. (Co-supervisor)
10 Jun 2023 → 28 Aug 2023Activity: Supervision › Completed SURF Project
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Autonomous vehicle trajectory tracking based on adaptive model predictive control
Liu, Q. (Supervisor)
15 May 2023 → 30 Dec 2023Activity: Supervision › Master Dissertation Supervision