To this end, we identify data-driven models that capture the temporal dynamics of process measurements sampled at different rates. The resulting multi-rate ...

This work identifies data-driven models that capture the temporal dynamics of process measurements sampled at different rates that are used to design a ...

The design utilizes the multi-model approach to identify local linear models and an appropriate weighting scheme to capture the nonlinear nature of the EAF ...

Economic Model Predictive Control of the Electric Arc Furnace using. Data-driven Multi-rate Models. Mudassir M. Rashid, Prashant Mhaskar† and Christopher L.E. ...

In this manuscript, we consider the problem of multi-rate modeling and economic model predictive control (EMPC) of electric arc furnaces (EAF), ...

Economic evaluation and design of an electric arc furnace controller based on economic objectives · Economics, Engineering · 2004.

Economic Model Predictive Control of the Electric Arc Furnace using Data-driven Multi-rate Models Conferences uri icon. View record in Web of Science ®.

Data-driven models; Economic model predictive control; Electric arc furnace; Engineering; Engineering, Chemical; IDENTIFICATION; Multi-rate models; PARTICULATE ...

This paper describes a strategy that combines a comprehensive dynamic model, rigorous optimization, and feedback within a nonlinear model predictive control ...