000 -LEADER |
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03277nam a22004335i 4500 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
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005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20140310143359.0 |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
fixed length control field |
cr nn 008mamaa |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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110223s2011 ne | s |||| 0|eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9789400707412 |
|
978-94-007-0741-2 |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
003.3 |
Edition number |
23 |
264 #1 - |
-- |
Dordrecht : |
-- |
Springer Netherlands, |
-- |
2011. |
912 ## - |
-- |
ZDB-2-ENG |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Li, Han-Xiong. |
Relator term |
author. |
245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE |
Title |
Spatio-Temporal Modeling of Nonlinear Distributed Parameter Systems |
Medium |
[electronic resource] : |
Remainder of title |
A Time/Space Separation Based Approach / |
Statement of responsibility, etc |
by Han-Xiong Li, Chenkun Qi. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
XVIII, 178p. 107 illus. |
Other physical details |
online resource. |
440 1# - SERIES STATEMENT/ADDED ENTRY--TITLE |
Title |
Intelligent Systems, Control and Automation: Science and Engineering ; |
Volume number/sequential designation |
50 |
520 ## - SUMMARY, ETC. |
Summary, etc |
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. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Mathematics. |
|
Topical term or geographic name as entry element |
Chemical engineering. |
|
Topical term or geographic name as entry element |
Computer simulation. |
|
Topical term or geographic name as entry element |
Mathematics. |
|
Topical term or geographic name as entry element |
Mathematical Modeling and Industrial Mathematics. |
|
Topical term or geographic name as entry element |
Control. |
|
Topical term or geographic name as entry element |
Industrial Chemistry/Chemical Engineering. |
|
Topical term or geographic name as entry element |
Simulation and Modeling. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Qi, Chenkun. |
Relator term |
author. |
710 2# - ADDED ENTRY--CORPORATE NAME |
Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
773 0# - HOST ITEM ENTRY |
Title |
Springer eBooks |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
Display text |
Printed edition: |
International Standard Book Number |
9789400707405 |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
http://dx.doi.org/10.1007/978-94-007-0741-2 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
|
Item type |
E-Book |