عنوان
پدید آورنده
موضوع
رده
QA276.8 .R36 2004eb
QA276
.
8
.
R36
2004eb
کتابخانه
محل استقرار
1281971537
1849190372
661197153X
9781281971531
9781849190374
9786611971533
0863413633
9780863413636
b739312
Modelling and parameter estimation of dynamic systems /
[Book]
J.R. Raol, G. Girija and J. Singh.
London :
Institution of Electrical Engineers,
2004.
1 online resource (xiv, 388 pages) :
illustrations
IEE control engineering series ;
65
Includes bibliographical references and index.
Preface; Acknowledgements; 1 Introduction; 2 Least squares methods; 3 Output error method; 4 Filtering methods; 5 Filter error method; 6 Determination of model order and structure; 7 Estimation before modelling approach; 8 Approach based on the concept of model error; 9 Parameter estimation approaches for unstable/augmented systems; 10 Parameter estimation using artificial neural networks and genetic algorithms; 11 Real-time parameter estimation; Bibliography; Appendix A: Properties of signals, matrices, estimators and estimates; Appendix B: Aircraft models for parameter estimation
0
Parameter estimation is the process of using observations from a system to develop mathematical models that adequately represent the system dynamics. The assumed model consists of a finite set of parameters, the values of which are calculated using estimation techniques. Most of the techniques that exist are based on least-square minimization of error between the model response and actual system response. However, with the proliferation of high speed digital computers, elegant and innovative techniques like filter error method, H-infinity and Artificial Neural Networks are finding more and mor.
Modelling and parameter estimation of dynamic systems.
9780863413636
Mathematical models.
Parameter estimation.
Mathematical models.
MATHEMATICS-- Probability & Statistics-- General.
Parameter estimation.
MAT-- 029000
519
.
544
22
QA276
.
8
TA168
.
R36
2004eb
.
R3455
2004eb
Raol, J. R., (Jitendra R.),1947-
Girija, G., (Gopalrathnam),1954-
Singh, J.,Ph. D.
Institution of Electrical Engineers.
20201204001943.0
pn
مطالعه متن کتاب [Book]
Y
