Intelligent Systems, Control and Automation: Science and Engineering

Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems

A Time/Space Separation Based Approach

Authors: Li, Han-Xiong, Qi, Chenkun

Free Preview
  • A systematic review of the progress so far on modelling of distributed parameter systems
  • A unified view from the time/space separation to synthesize to different methods
  • Offers some new spatio-temporal  models and their identification approaches
see more benefits

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-94-007-0741-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.99
price for USA in USD
  • ISBN 978-94-007-0740-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $119.99
price for USA in USD
  • ISBN 978-94-017-8254-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
About this book

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.

 

 

 

 

 

 

 

 

 

Reviews

From the reviews:

“A distributed parameter system (DPS) is usually an engineering equivalent of a partial differential equation (PDE) or a system of PDEs. … this book is the extension of this idea to the nonlinear setting. … The book addresses an engineering audience, and people not very familiar with the subject will find the list of abbreviations especially useful. The chapters are inter-connected and each chapter looks like an independent entity; it starts and ends with a summary and has its own list of references … .” (Sergey V. Lototsky, Mathematical Reviews, Issue 2012 a)


Table of contents (8 chapters)

Table of contents (8 chapters)

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-94-007-0741-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.99
price for USA in USD
  • ISBN 978-94-007-0740-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $119.99
price for USA in USD
  • ISBN 978-94-017-8254-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems
Book Subtitle
A Time/Space Separation Based Approach
Authors
Series Title
Intelligent Systems, Control and Automation: Science and Engineering
Series Volume
50
Copyright
2011
Publisher
Springer Netherlands
Copyright Holder
Springer Netherlands
eBook ISBN
978-94-007-0741-2
DOI
10.1007/978-94-007-0741-2
Hardcover ISBN
978-94-007-0740-5
Softcover ISBN
978-94-017-8254-8
Series ISSN
2213-8986
Edition Number
1
Number of Pages
XVIII, 175
Topics