Publication

Google Scholar

Selected publications

• Xuewen Zhang, Minghao Han, Xunyuan Yin. Reduced-order Koopman modeling and predictive control of nonlinear processes. Computers & Chemical Engineering, 179:108440, 2023. PDF

• Xuewen Zhang, Kaixiang Zhang, Zhaojian Li, Xunyuan Yin. Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning. arXiv preprint arXiv:2408.16338, 2024. PDF

Conference talks

• Xuewen Zhang, Minghao Han, Xunyuan Yin. Data-driven linear predictive control of nonlinear processes based on reduced-order Koopman operator. IEEE International Conference on Systems, Man, and Cybernetics (SMC), 3565-3570, 2023, Hawaii, USA. PDF