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Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems - Han-Xiong Li
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Han-Xiong Li:
Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems - nieuw boek

1, ISBN: 9789400707405

[ED: Buch], [PU: Springer-Verlag GmbH], Neuware - 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., DE, [SC: 0.00], Neuware, gewerbliches Angebot, 244x164x22 mm, 175, [GW: 434g], PayPal, Banküberweisung, Internationaler Versand

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Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems
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Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems - nieuw boek

ISBN: 9789400707405

ID: 1bf829781857b61fd7f89d46b8be8c56

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. Bücher / Naturwissenschaften, Medizin, Informatik & Technik / Mathematik / Sonstiges

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Gebr. - Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems: A Time/Space Separation Based Approach (Intelligent Systems, Control and
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2018, ISBN: 9789400707405

ID: 274fa8c3bc89d9a6ff4a24772cece3b9

Letzte Aktualisierung am: 23.07.2018 09:13:39 Binding: Gebundene Ausgabe, Edition: 2011, Label: Springer, Publisher: Springer, PackageQuantity: 1, medium: Gebundene Ausgabe, numberOfPages: 175, publicationDate: 2011-01-27, authors: Han-Xiong Li, Chenkun Qi, languages: english, ISBN: 9400707401 Bücher, Han-Xiong Li -

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2011, ISBN: 9400707401

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Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems: A Time/Space Separation Based Approach (Intelligent Systems, Control and Automation: Science and Engineering) - Han-Xiong Li; Chenkun Qi
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2011, ISBN: 9400707401

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Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems

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.

Gedetalleerde informatie over het boek. - Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems


EAN (ISBN-13): 9789400707405
ISBN (ISBN-10): 9400707401
Gebonden uitgave
Verschijningsjaar: 2011
Uitgever: Springer-Verlag GmbH
175 Bladzijden
Gewicht: 0,434 kg
Taal: eng/Englisch

Boek bevindt zich in het datenbestand sinds 26.09.2008 17:04:24
Boek voor het laatst gevonden op 26.07.2018 11:41:37
ISBN/EAN: 9789400707405

ISBN - alternatieve schrijfwijzen:
94-007-0740-1, 978-94-007-0740-5


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