Developments in Model-Based Optimization and Control: by Sorin Olaru,Alexandra Grancharova,Fernando Lobo Pereira

By Sorin Olaru,Alexandra Grancharova,Fernando Lobo Pereira

This ebook bargains with optimization equipment as instruments for choice making and regulate within the presence of version uncertainty. it truly is orientated to using those instruments in engineering, in particular in automated keep an eye on layout with all its parts: research of dynamical platforms, id difficulties, and suggestions regulate design.

Developments in Model-Based Optimization and Control takes good thing about optimization-based formulations for such classical suggestions layout pursuits as balance, functionality and feasibility, afforded by way of the validated physique of effects and methodologies constituting optimum regulate thought. It makes specific use of the preferred formula often called predictive regulate or receding-horizon optimization.

The person contributions during this quantity are wide-ranging in subject material yet coordinated inside of a five-part constitution overlaying fabric on:

· complexity and constitution in version predictive regulate (MPC);

· collaborative MPC;

· distributed MPC;

· optimization-based research and layout; and

· applications to bioprocesses, multivehicle platforms or strength management.

The quite a few contributions hide a subject matter spectrum together with inverse optimality and extra sleek decentralized and cooperative formulations of receding-horizon optimum keep watch over. Readers will locate fourteen chapters devoted to optimization-based instruments for robustness research, and decision-making on the subject of suggestions mechanisms—fault detection, for example—and 3 chapters declaring functions the place the model-based optimization brings a unique perspective.

Developments in Model-Based Optimization and Control is a range of contributions multiplied and up to date from the Optimisation-based keep watch over and Estimation workshops held in November 2013 and November 2014. It types an invaluable source for tutorial researchers and graduate scholars drawn to the cutting-edge in predictive keep watch over. keep an eye on engineers operating in model-based optimization and regulate, quite in its bioprocess functions also will locate this assortment instructive.

Show description

Read or Download Developments in Model-Based Optimization and Control: Distributed Control and Industrial Applications (Lecture Notes in Control and Information Sciences) PDF

Similar system theory books

Control of Turbulent and Magnetohydrodynamic Channel Flows: Boundary Stabilization and State Estimation (Systems & Control: Foundations & Applications)

This monograph offers new confident layout tools for boundary stabilization and boundary estimation for numerous sessions of benchmark difficulties in circulation keep an eye on, with power functions to turbulence keep watch over, climate forecasting, and plasma keep an eye on. the foundation of the strategy utilized in the paintings is the lately built non-stop backstepping process for parabolic partial differential equations, increasing the applicability of boundary controllers for movement structures from low Reynolds numbers to excessive Reynolds quantity stipulations.

New Prospects in Direct, Inverse and Control Problems for Evolution Equations (Springer INdAM Series)

This publication, in keeping with a variety of talks given at a committed assembly in Cortona, Italy, in June 2013, indicates the excessive measure of interplay among a few fields on the topic of technologies. technologies think of occasions during which the evolution of a given method over the years is saw, and the comparable types will be formulated by way of evolution equations (EEs).

A Guide to Temporal Networks (Series on Complexity Science)

Community technological know-how deals a strong language to symbolize and examine advanced platforms composed of interacting components — from the web to social and organic platforms. In its general formula, this framework will depend on the belief that the underlying topology is static, or altering very slowly in comparison to dynamical strategies occurring on it, e.

Automated Transit: Planning, Operation, and Applications (IEEE Press Series on Systems Science and Engineering)

A complete dialogue of automatic transit This booklet analyzes the profitable implementations of computerized transit in numerous nations, resembling Paris, Toronto, London, and Kuala Lumpur, and investigates the plain loss of computerized transit purposes within the city atmosphere within the usa.

Extra resources for Developments in Model-Based Optimization and Control: Distributed Control and Industrial Applications (Lecture Notes in Control and Information Sciences)

Example text

Download PDF sample

Rated 4.25 of 5 – based on 31 votes