Control with model predictive methods By William Poe Distillation columns are extensively deployed in the chemical process industries when there is a need for separation of components that have ...

Model Predictive Control (MPC) is a modern feedback law that generates the control signal by solving an optimal control problem at each sampling time. This approach is capable of maximizing a certain ...

Model predictive control is not just a contemporary solution but a future-ready approach that promises to revolutionize biopharmaceutical manufacturing.

This article presents the development of coordinated control of throttle, spark advance, and variable valve timing (VVT) in a model predictive control (MPC) framework for engine idle speed control ...

An international research team has tested a hybrid control technique combining adapted perturb and observe (APO) with model-predictive control to address complex partial shading in solar arrays ...

“Model outputs can be integrated into the control scheme to extend the capabilities of classical control methods,” adds Jennifer Mansfield, marketing manager—analytics at Rockwell Automation.

A high-fidelity energy loss model of an electric vehicle is adopted to improve the control’s performance. A data-driven car-following model using machine learning is integrated in the framework of ...