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Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems A Time/Space Separation Based Approach Han-Xiong Li (u. a.) Buch Book Englisch 2011 - copertina rigida, flessible

2011, ISBN: 9789400707405

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The purpose of this volume is to provide a brief review of the previous work on model reduction and identifi cation of distributed parameter systems (DPS), and develop new spatio-temporal… Altro …

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ISBN: 9789400707405

The purpose of this volume is to provide a brief review of the previous work on model reduction and identifi cation of distributed parameter systems (DPS), and develop new spatio-… Altro …

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ISBN: 9789400707405

The purpose of this volume is to provide a brief review of the previous work on model reduction and identifi cation of distributed parameter systems (DPS), and develop new spatio-temporal… Altro …

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Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems - copertina rigida, flessible

ISBN: 9789400707405

Hardback, [PU: Springer], This volume provides a brief review of the previous work on model reduction and identification of DPS, and develops new spatio-temporal models and their relevant… Altro …

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Dettagli del libro
Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems: A Time/Space Separation Based Approach Han-Xiong Li Author

The purpose of this volume is to provide a brief review of the previous work on model reduction and identifi cation of distributed parameter systems (DPS), and develop new spatio-temporal models and their relevant identifi cation approaches. In this book, a systematic overview and classifi cation on the modeling of DPS is presented fi rst, which includes model reduction, parameter estimation and system identifi cation. Next, a class of block-oriented nonlinear systems in traditional lumped parameter systems (LPS) is extended to DPS, which results in the spatio-temporal Wiener and Hammerstein systems and their identifi cation methods. Then, the traditional Volterra model is extended to DPS, which results in the spatio-temporal Volterra model and its identification algorithm. All these methods are based on linear time/space separation. Sometimes, the nonlinear time/space separation can play a better role in modeling of very complex processes. Thus, a nonlinear time/space separation based neural modeling is also presented for a class of DPS with more complicated dynamics. Finally, all these modeling approaches are successfully applied to industrial thermal processes, including a catalytic rod, a packed-bed reactor and a snap curing oven. The work is presented giving a unifi ed view from time/space separation. The book also illustrates applications to thermal processes in the electronics packaging and chemical industry. This volume assumes a basic knowledge about distributed parameter systems, system modeling and identifi cation. It is intended for researchers, graduate students and engineers interested in distributed parameter systems, nonlinear systems, and process modeling and control.

Informazioni dettagliate del libro - Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems: A Time/Space Separation Based Approach Han-Xiong Li Author


EAN (ISBN-13): 9789400707405
ISBN (ISBN-10): 9400707401
Copertina rigida
Anno di pubblicazione: 2011
Editore: Springer Netherlands Core >2 >T
175 Pagine
Peso: 0,434 kg
Lingua: eng/Englisch

Libro nella banca dati dal 2008-09-26T17:04:24+02:00 (Zurich)
Pagina di dettaglio ultima modifica in 2024-04-17T10:21:10+02:00 (Zurich)
ISBN/EAN: 9789400707405

ISBN - Stili di scrittura alternativi:
94-007-0740-1, 978-94-007-0740-5
Stili di scrittura alternativi e concetti di ricerca simili:
Autore del libro : volterra, xiong, han, chen, hammerstein
Titolo del libro: nonlinear systems, system parameter, distributed parameter systems, this time went too far, automation, distributed control systems, time space, han, spatio temporal modeling nonlinear distributed


Dati dell'editore

Autore: Han-Xiong Li; Chenkun Qi
Titolo: Intelligent Systems, Control and Automation: Science and Engineering; Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems - A Time/Space Separation Based Approach
Editore: Springer; Springer Netherland
175 Pagine
Anno di pubblicazione: 2011-01-27
Dordrecht; NL
Stampato / Fatto in
Lingua: Inglese
53,49 € (DE)
54,99 € (AT)
59,00 CHF (CH)
POD
XVIII, 175 p.

BB; Hardcover, Softcover / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Mathematische Modellierung; Verstehen; DPS; DPS; DPS; control; control; control; spatio-temporal modeling; spatio-temporal modeling; spatio-temporal modeling; thermal processes; thermal processes; thermal processes; time separation; time separation; time separation; Mathematical Modeling and Industrial Mathematics; Control and Systems Theory; Industrial Chemistry; Computer Modelling; Mathematik für Ingenieure; Regelungstechnik; Industrielle Chemie und Chemietechnologie; Computermodellierung und -simulation; EA; BC

The purpose of this volume is to provide a brief review of the previous work on model reduction and identifi cation of distributed parameter systems (DPS), and develop new spatio-temporal models and their relevant identifi cation approaches.In this book, a systematic overview and classifi cation on the modeling of DPS is presented fi rst, which includes model reduction, parameter estimation and system identifi cation. Next, a class of block-oriented nonlinear systems in traditional lumped parameter systems (LPS) is extended to DPS, which results in the spatio-temporal Wiener and Hammerstein systems and their identifi cation methods. Then, the traditional Volterra model is extended to DPS, which results in the spatio-temporal Volterra model and its identification algorithm. All these methods are based on linear time/space separation. Sometimes, the nonlinear time/space separation can play a better role in modeling of very complex processes.Thus, a nonlinear time/space separation based neural modeling is also presented for a class of DPS with more complicated dynamics. Finally, all these modeling approaches are successfully applied to industrial thermal processes, including a catalytic rod, a packed-bed reactor and a snap curing oven. The work is presented giving a unifi ed view from time/space separation. The book also illustrates applications to thermal processes in the electronics packaging and chemical industry. This volume assumes a basic knowledge about distributed parameter systems, system modeling and identifi cation. It is intended for researchers, graduate students and engineers interested in distributed parameter systems, nonlinear systems, and process modelingand control.         
systematic review of the progress so far on modelling of distributed parameter systems; unified view from the time/space separation to synthesize to different methods; some new spatio-temporal models and their identification approaches.

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