Download EBOOK Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems PDF for free


Download EBOOK Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems PDF for free Category: Science & Geography
The author of the book: Han-Xiong Li
Format files: PDF, EPUB, TXT, DOCX
The size of the: 3.39 MB
Language: English
ISBN-13: 9789400707405
Edition: Springer
Date of issue: 28 February 2011

Description of the book "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 PDF 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 ePub 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.

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Han-Xiong Li

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Download EBOOK Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems PDF for free



Download EBOOK Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems for free

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