Cargando…

Hybrid Predictive Control for Dynamic Transport Problems

Hybrid Predictive Control for Dynamic Transport Problems develops methods for the design of predictive control strategies for nonlinear-dynamic hybrid discrete-/continuous-variable systems. The methodology is designed for real-time applications, particularly the study of dynamic transport systems. O...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Nunez, Alfredo (Autor), Saez, Doris (Autor), Cortés, Cristián E. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Advances in Industrial Control,
Temas:
Acceso en línea:Texto Completo

MARC

LEADER 00000nam a22000005i 4500
001 978-1-4471-4351-2
003 DE-He213
005 20220118153334.0
007 cr nn 008mamaa
008 121009s2013 xxk| s |||| 0|eng d
020 |a 9781447143512  |9 978-1-4471-4351-2 
024 7 |a 10.1007/978-1-4471-4351-2  |2 doi 
050 4 |a TJ212-225 
072 7 |a TJFM  |2 bicssc 
072 7 |a GPFC  |2 bicssc 
072 7 |a TEC004000  |2 bisacsh 
072 7 |a TJFM  |2 thema 
082 0 4 |a 629.8312  |2 23 
082 0 4 |a 003  |2 23 
100 1 |a Nunez, Alfredo.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Hybrid Predictive Control for Dynamic Transport Problems  |h [electronic resource] /  |c by Alfredo Nunez, Doris Saez, Cristián E. Cortés. 
250 |a 1st ed. 2013. 
264 1 |a London :  |b Springer London :  |b Imprint: Springer,  |c 2013. 
300 |a XX, 172 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Advances in Industrial Control,  |x 2193-1577 
505 0 |a Hybrid Predictive Control: Mono-objective and Multi-objective Design -- Hybrid Predictive Control for a Dial-a-ride System -- Hybrid Predictive Control for Operational Decisions in Public Transport Systems. 
520 |a Hybrid Predictive Control for Dynamic Transport Problems develops methods for the design of predictive control strategies for nonlinear-dynamic hybrid discrete-/continuous-variable systems. The methodology is designed for real-time applications, particularly the study of dynamic transport systems. Operational and service policies are considered, as well as cost reduction. The control structure is based on a sound definition of the key variables and their evolution. A flexible objective function able to capture the predictive behaviour of the system variables is described. Coupled with efficient algorithms, mainly drawn from the area of computational intelligence, this is shown to optimize performance indices for real-time applications. The framework of the proposed predictive control methodology is generic and, being able to solve nonlinear mixed-integer optimization problems dynamically, is readily extendable to other industrial processes. The main topics of this book are: ●hybrid predictive control (HPC) design based on evolutionary multiobjective optimization (EMO); ●HPC based on EMO for dial-a-ride systems; and ●HPC based on EMO for operational decisions in public transport systems. Hybrid Predictive Control for Dynamic Transport Problems is a comprehensive analysis of HPC and its application to dynamic transport systems. Introductory material on evolutionary algorithms is presented in summary in an appendix. The text will be of interest to control and transport engineers working on the operational optimization of transport systems and to academic researchers working with hybrid systems. The potential applications of the generic methods presented here in other process fields will appeal to a wider group of researchers, scientists and graduate students working in other control-related disciplines. 
650 0 |a Control engineering. 
650 0 |a Operations research. 
650 0 |a Management science. 
650 1 4 |a Control and Systems Theory. 
650 2 4 |a Operations Research, Management Science . 
650 2 4 |a Operations Research and Decision Theory. 
700 1 |a Saez, Doris.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Cortés, Cristián E.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer Nature eBook 
776 0 8 |i Printed edition:  |z 9781447143505 
776 0 8 |i Printed edition:  |z 9781447143529 
776 0 8 |i Printed edition:  |z 9781447159407 
830 0 |a Advances in Industrial Control,  |x 2193-1577 
856 4 0 |u https://doi.uam.elogim.com/10.1007/978-1-4471-4351-2  |z Texto Completo 
912 |a ZDB-2-ENG 
912 |a ZDB-2-SXE 
950 |a Engineering (SpringerNature-11647) 
950 |a Engineering (R0) (SpringerNature-43712)