Jinyong Yu

dblp:01/2195 · DBLP profile ↗
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3ranked-venue papers in the field
0as first author
3since 2021 · last 2025
0000-0001-8778-6103ORCID · verified

Domains — venue-derived; a paper can count in several

Knowledge Engineering, Semantic Web & Information Systems · 3
YearPublicationVenuePosition
2025 A deep reinforcement learning-based controller design framework for Lipschitz continuous nonlinear systems
Siyang Zhao, Jinyong Yu
Inf. Sci.3
2023 Interval type-2 polynomial fuzzy fault detection scheme with a multi-order homogeneous polynomial Lyapunov functions considering unmeasurable premise variables
abstract
A polynomial fuzzy fault detection scheme for sampled-output-measurements-based interval type-2 (IT2) polynomial-fuzzy-model-based (PFMB) systems is investigated in this paper, where the uncertainties in the premise variables (PVs) and membership functions (MFs) are described by IT2 fuzzy sets. Fully or partially unmeasurable PVs cause the parameter matrices of the polynomial fuzzy fault detection observer (PFFDO) to rely on the estimated states and the corresponding mismatching problems are further considered. Lyapunov stability theory is carried out with a novel multi-order homogenous polynomial Lyapunov functions (MHPLF) to introduce more information of the states when eliminating the partial derivatives, and the time-delays introduced by sampled-output measurements are handled by L-K functions. Unlike the membership-function-independent (MFI) approaches, the membership-function-dependent (MFD) approaches carry the information of the MFs for the relaxation of the stability constraints. Corresponding stable constraints in sum-of-squares (SOS) form are given to hold the asymptotic stability of the fault detection system with H ∞ performance γ . A numerical example with many cases illustrates the effectiveness of the proposed techniques in uncertainty handling and conservativeness reduction, while an inverted pendulum example verifies the feasibility of the method on physical systems.
Jingyu Ding, Yu Liu 0009, Jinyong Yu, Xuebo Yang
Inf. Sci.3
2023 Fault detection and time-varying formation control for nonlinear multi-agent systems with Markov switching topology
Siyang Zhao, Jinyong Yu
Inf. Sci.2