4 citations · 5 across the 4 of their papers we have counts for
4 papers
Adaptive Nonlinear Model Predictive Control of Monoclonal Antibody Glycosylation in CHO Cell Culture
Yingjie Ma, Jing Guo, Alexis B. Dubs +2
N-glycosylation is a critical quality attribute of monoclonal antibodies (mAbs), the dominant class of biopharmaceuticals. Controlling glycosylation remains difficult due to intrin…
Time-certified Input-constrained NMPC via Koopman Operator
Liang Wu, Krystian Ganko, Richard D. Braatz
Determining solving-time certificates of nonlinear model predictive control (NMPC) implementations is a pressing requirement when deploying NMPC in production environments. Such a…
An Execution-time-certified Riccati-based IPM Algorithm for RTI-based Input-constrained NMPC
Liang Wu, Krystian Ganko, Shimin Wang +1
Establishing an execution time certificate in deploying model predictive control (MPC) is a pressing and challenging requirement. As nonlinear MPC (NMPC) results in nonlinear progr…
Dynamics and Control of Oscillatory Bioreactors
Pavan Inguva, Krystian Ganko, Alexis B. Dubs +1
Bioreactors are widely used in many industries to generate a range of products using various host cells e.g., yeast, insect, and mammalian cells. Depending on the process, product,…