14 citations · 17 across the 4 of their papers we have counts for
4 papers
Data-driven approximation for feasible regions in nonlinear model predictive control
Yuanqiang Zhou, Dewei Li, Yugeng Xi +1
This paper develops a data-driven learning framework for approximating the feasible region and invariant set of a nonlinear system under the nonlinear Model Predictive Control (MPC…
Data-Driven Predictive Control for Continuous-Time Industrial Processes with Completely Unknown Dynamics
Yuanqiang Zhou, Dewei Li, Yugeng Xi
This paper investigates the data-driven predictive control problems for a class of continuous-time industrial processes with completely unknown dynamics. The proposed approach empl…
Optimal Synchronization Control for Heterogeneous Multi-Agent Systems: Online Adaptive Learning Solutions
Yuanqiang Zhou, Dewei Li, Furong Gao
This paper presents an online adaptive learning solution to optimal synchronization control problem of heterogeneous multi-agent systems via a novel distributed policy iteration ap…
Synthesis of model predictive control based on data-driven learning
Yuanqiang Zhou, Dewei Li, Yugeng Xi +1
For the application of MPC design in on-line regulation or tracking control problems, several studies have attempted to develop an accurate model, and realize adequate uncertainty…