Projects per year
Personal profile
Personal profile
Feiyan Chen has been working in XJTLU since September 2016. She has received her Ph. D. degree from Jiangnan University in 2017.Her main research area is system identification. Identification, then, is to select that model in the model set that describes the data best, according to the criterion. She has been interested in optimization algorithms for complex nonlinear systems in recent years. And She has published some SCI papers in renowned journals including Nonlinear Dynamics, Journal of the Franklin Institute, Applied Mathematical Modelling, Mathematics and Computers in Simulation, etc.
Research interests
Process control;
Model identification;
Identification methods for strong coupling large-scale multivariable systems ;
Complex nonlinear system identification;
Teaching
MTH014 Multivariable Calculus (Architecture) Module Leader in AY21/22, AY 22/23
MTH019 Calculus for Business Module leader in AY21/22, AY23/24-AY24/25
MTH004 Multivariable Calculus
MTH116 Foundations of Financial Computing
Education/Academic qualification
Ph.D. , Jiangnan University, - 2017
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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Research on identification methods of industrial networked control system with multi-rate characteristics
1/09/23 → 1/09/25
Project: Internal Research Project
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Research on identification methods of complex systems with multi-rate characteristics
1/09/22 → 31/08/25
Project: Internal Research Project
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Parameter identification and state estimation of power cell based on data model fusion
1/04/23 → 31/08/24
Project: Internal Research Project
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Algebraic and Numerical Analysis of Differential Equations Based on Computer Algebra
1/10/21 → 30/09/23
Project: Governmental Research Project
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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
3 Citations (Scopus) -
Jiangsu Province higher Education science and technology research achievement Award
Chen, F., May 2024Research output: Other contribution › peer-review
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Model transformation based distributed stochastic gradient algorithm for multivariate output-error systems
Liu, Q. & Chen, F., 21 Feb 2023, In: International Journal of Systems Science. 54, 7, p. 1484-1508 19 p.Research output: Contribution to journal › Article › peer-review
42 Citations (Scopus) -
Multi-innovation gradient parameter estimation for multivariable systems based on the maximum likelihood principle
Xia, H., Xu, S., Zhou, C. & Chen, F., 1 Jan 2022, In: Optimal Control Applications and Methods. 43, 1, p. 106-122 17 p.Research output: Contribution to journal › Article › peer-review
7 Citations (Scopus) -
Hierarchical recursive signal modeling for multifrequency signals based on discrete measured data
Xu, L., Chen, F., Ding, F., Alsaedi, A. & Hayat, T., May 2021, In: International Journal of Adaptive Control and Signal Processing. 35, 5, p. 676-693 18 p.Research output: Contribution to journal › Article › peer-review
124 Citations (Scopus)
Activities
- 4 Completed SURF Project
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Adaptive Accelerated Proximal Gradient Algorithm for Controlled Auto-Regressive Moving Average Models with Outliers
Feiyan Chen (Supervisor)
17 Jun 2024 → 9 Aug 2024Activity: Supervision › Completed SURF Project
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Research on three-dimensional object representations
Feiyan Chen (Co-supervisor)
17 Jun 2023 → 9 Aug 2023Activity: Supervision › Completed SURF Project
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Identification for complex nonlinear systems and impact of input data on solutions of difference equations
Feiyan Chen (Supervisor)
20 Jun 2022 → 19 Aug 2022Activity: Supervision › Completed SURF Project
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Optimization algorithms for complex nonlinear systems
Feiyan Chen (Supervisor)
21 Jun 2021 → 13 Aug 2021Activity: Supervision › Completed SURF Project