Reduced-order Koopman modeling and predictive control of nonlinear processes

by Zhang, Xuewen, Han, Minghao, Yin, Xunyuan
Published 2024

Robust learning and control of time-delay nonlinear systems with deep recurrent Koopman operators

by Han, Minghao, Li, Zhaojian, Yin, Xiang, Yin, Xunyuan
Published 2024

Efficient economic model predictive control of water treatment process with the learning-based Koopman operator

by Han, Minghao, Yao, Jingshi, Law, Adrian Wing-Keung, Yin, Xunyuan
Published 2024

Self-tuning moving horizon estimation of nonlinear systems via physics-informed machine learning Koopman modeling

by Yan, Mingxue, Han, Minghao, Law, Adrian Wing-Keung, Yin, Xunyuan
Published 2025