Download PDF by Lars Grüne,Jürgen Pannek: Nonlinear Model Predictive Control: Theory and Algorithms

By Lars Grüne,Jürgen Pannek

ISBN-10: 1447126491

ISBN-13: 9781447126492

ISBN-10: 3319460234

ISBN-13: 9783319460239

This ebook bargains readers an intensive and rigorous creation to nonlinear version predictive regulate (NMPC) for discrete-time and sampled-data structures. NMPC schemes with and with no stabilizing terminal constraints are specified, and intuitive examples illustrate the functionality of other NMPC versions. NMPC is interpreted as an approximation of infinite-horizon optimum keep watch over in order that very important homes like closed-loop balance, inverse optimality and suboptimality should be derived in a uniform demeanour. those effects are complemented through discussions of feasibility and robustness. 
An advent to nonlinear optimum keep watch over algorithms yields crucial insights into how the nonlinear optimization routine—the middle of any nonlinear version predictive controller—works. Accompanying software program in MATLAB® and C++ (downloadable from extras.springer.com/), including an explanatory appendix within the e-book itself, allows readers to accomplish desktop experiments exploring the probabilities and barriers of NMPC.
The moment variation has been considerably rewritten, edited and up-to-date to mirror the numerous advances which were made because the ebook of its predecessor, including:
•a new bankruptcy on monetary NMPC stress-free the idea that the working rate penalizes the space to a pre-defined equilibrium;
•a new bankruptcy on dispensed NMPC discussing tools which facilitate the keep an eye on of large-scale structures through splitting up the optimization into smaller subproblems;
•an prolonged dialogue of balance and function utilizing approximate updates instead of complete optimization;
•replacement of the pivotal enough for balance with out stabilizing terminal stipulations with a weaker replacement and inclusion of another and masses easier facts within the research; and
•further diversifications and extensions according to feedback from readers of the 1st edition.
Though essentially geared toward educational researchers and practitioners operating on top of things and optimization, the textual content is self-contained, that includes history fabric on infinite-horizon optimum keep an eye on and Lyapunov balance conception that still makes it obtainable for graduate scholars on top of things engineering and utilized mathematics.

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Nonlinear Model Predictive Control: Theory and Algorithms (Communications and Control Engineering) by Lars Grüne,Jürgen Pannek


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