Economic Model Predictive Control: Theory, Formulations and by Matthew Ellis,Jinfeng Liu,Panagiotis D. Christofides

By Matthew Ellis,Jinfeng Liu,Panagiotis D. Christofides

This e-book provides basic tools for the layout of monetary version predictive regulate (EMPC) structures for extensive sessions of nonlinear structures that tackle key theoretical and functional issues together with recursive feasibility, closed-loop balance, closed-loop functionality, and computational efficiency.  particularly, the booklet proposes:

  • Lyapunov-based EMPC equipment for nonlinear systems;
  •  two-tier EMPC architectures which are hugely computationally effective; and
  •  EMPC schemes dealing with explicitly uncertainty, time-varying price capabilities, time-delays and multiple-time-scale dynamics.

The proposed tools hire a number of instruments starting from nonlinear platforms research, via Lyapunov-based keep an eye on recommendations to nonlinear dynamic optimization. The applicability and function of the proposed equipment are confirmed via a few chemical approach examples.

The publication provides cutting-edge tools for the layout of financial version predictive keep an eye on platforms for chemical processes.In addition to being mathematically rigorous, those equipment accommodate key useful matters, for instance, direct optimization of approach economics, time-varying financial rate features and computational efficiency. Numerous reviews and feedback supplying basic knowing of the merging of technique economics and suggestions regulate right into a unmarried framework are incorporated. A regulate engineer can simply tailor the numerous designated examples of commercial relevance given in the textual content to a selected application.

The authors current a wealthy choice of new study issues and references to major contemporary paintings making Economic version Predictive Control a big resource of knowledge and notion for lecturers and graduate scholars gaining knowledge of the realm and for strategy engineers attracted to utilising its ideas.

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