Paper published in a book (Scientific congresses and symposiums)
An Expert System for the Identification of Nonlinear Dynamical Systems
Dimitriadis, Grigorios; Vio, Gareth Arthur; Shi, Dongfeng
2006In Huang, De-Shuang; Li, Kang; Irwin, George William (Eds.) Intelligent Computing
Peer reviewed
 

Files


Full Text
fulltext.pdf
Publisher postprint (316.72 kB)
Request a copy

All documents in ORBi are protected by a user license.

Send to



Details



Keywords :
Expert System; Nonlinear Dynamics
Abstract :
[en] This paper describes an Expert System that can detect and quantify the nonlinearity present in a given dynamical system and, subsequently, determine and apply the most suitable nonlinear system identification method. The internal workings, algorithms and decision making processes of the Expert System are discussed. For demonstration purposes the Expert System is applied to a nonlinear experimental test-rig. The results show that the Expert System is an automatic tool that will detect nonlinearity, choose the best class of model for the system under investigation and perform optimal parameter estimation, so that the resulting identified models are parsimonious and accurate.
Disciplines :
Computer science
Author, co-author :
Dimitriadis, Grigorios ;  Université de Liège - ULiège > Département d'aérospatiale et mécanique > Intéractions fluide structure et aérodynamique expérimentale
Vio, Gareth Arthur;  University of Manchester > School of Mechanical, Aerospace and Civil Engineering
Shi, Dongfeng;  University of Manchester > School of Mechanical, Aerospace and Civil Engineering
Language :
English
Title :
An Expert System for the Identification of Nonlinear Dynamical Systems
Publication date :
August 2006
Event name :
International Conference on Intelligent Computing, ICIC 2006
Event organizer :
Yunnan University, China
University of Science and Technology of China
Queen's University Belfast, United Kingdom
IEEE Computational Intelligence Society
International Neural Network Society
Institute of Intelligent Machines
Event place :
Kunming, China
Event date :
du 16 août 2006 au 19 août 2006
Audience :
International
Main work title :
Intelligent Computing
Editor :
Huang, De-Shuang
Li, Kang
Irwin, George William
Publisher :
Springer-Verlag, Berlin Heidelberg, Germany
ISBN/EAN :
978-3-540-37271-4
Collection name :
Lecture Notes in Computer Science 4113
Pages :
1263-1268
Peer reviewed :
Peer reviewed
Available on ORBi :
since 21 September 2009

Statistics


Number of views
89 (5 by ULiège)
Number of downloads
1 (0 by ULiège)

Scopus citations®
 
3
Scopus citations®
without self-citations
2
OpenCitations
 
2

Bibliography


Similar publications



Contact ORBi