A tale of perfect fit and phantom optima: how data-driven models can fail in real-time optimization

Prithvi Dake, Rahul Bindlish, James B. Rawlings

Real-time optimization (RTO) relies on process models to locate economically optimal operating conditions. Because developing first-principles models requires significant process k…