In refining and petrochemical industries, optimizing production processes is critical to improving product yields and minimizing operational costs. Digital twins, virtual representations of physical processes linked to real-time data, enable continuous optimization...

As control engineers, we’re accustomed to seeing processes through the lens of inputs and outputs. We design our control schemes around this structure and build models accordingly. But what happens when the control scheme changes? Suddenly, we find ourselves...