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System identification : tutorials presented at the 5th IFAC Symposium on Identification and System Parameter Estimation, F.R. Germany, September 1979 /
System Identification is a special section of the International Federation of Automatic Control (IFAC)-Journal Automatica that contains tutorial papers regarding the basic methods and procedures utilized for system identification. Topics include modeling and identification; step response and frequen...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores Corporativos: | , |
| Otros Autores: | |
| Formato: | Electrónico Congresos, conferencias eBook |
| Idioma: | Inglés |
| Publicado: |
Oxford ; New York :
Published for the International Federation of Automatic Control by Pergamon Press,
1981.
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| Colección: | IFAC proceedings series.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 020 | |z 9780080275833 | ||
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| 111 | 2 | |a IFAC Symposium on Identification and System Parameter Estimation |n (5th : |d 1979 : |c Darmstadt, Germany) | |
| 245 | 1 | 0 | |a System identification : |b tutorials presented at the 5th IFAC Symposium on Identification and System Parameter Estimation, F.R. Germany, September 1979 / |c edited by R. Isermann. |
| 264 | 1 | |a Oxford ; |a New York : |b Published for the International Federation of Automatic Control by Pergamon Press, |c 1981. | |
| 300 | |a 1 online resource (pages 505-587) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a IFAC proceedings series | |
| 500 | |a Previously published in Automatica, Volume 16, number 5. | ||
| 504 | |a Includes bibliographical references. | ||
| 520 | |a System Identification is a special section of the International Federation of Automatic Control (IFAC)-Journal Automatica that contains tutorial papers regarding the basic methods and procedures utilized for system identification. Topics include modeling and identification; step response and frequency response methods; correlation methods; least squares parameter estimation; and maximum likelihood and prediction error methods. | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a Front Cover; System Identification; Copyright Page; Table of Contents; Preface; Chapter 1. Principles of Model Building and Identification; 1. WHAT IS MODEL BUILDING?; 2. HOW TO DESCRIBE A DYNAMIC SYSTEM MATHEMATICALLY; 3. THEORETICAL MODELLING; 4. EXPERIMENTAL ANALYSIS: IDENTIFICATION; 5. MODEL BUILDING BY COMBINING THEORETICAL AND EXPERIMENTAL ANALYSIS; 6. CONCLUSIONS; REFERENCES; Chapter 2. Step Response and Frequency Response Methods; INTRODUCTION; METHODS FOR NONPERIODIC TEST SIGNALS; METHODS FOR PERIODIC TEST SIGNAL; CONCLUSION; REFERENCES; Chapter 3. Correlation Methods. | |
| 505 | 8 | |a 1. INTRODUCTION2. STOCHASTIC PROCESSES; 3. PROPERTIES OF AUTOCORRELATION FUNCTIONS; 4. ANALYTICAL COMPUTATION OF SOME AUTOCORRELATION FUNCTIONS; 5. DETERMINATION OF CORRELATION FUNCTIONS OF DATA; 6. PSEUDO-RANDOM BINARY SIGNALS; 7. DETERMINATION OF SYSTEM WEIGHTING FUNCTION USING P.R.B.S.; 8. SPECTRAL ANALYSIS; 9. APPLICATIONS OF CORRELATION; 10. CONCLUSIONS; REFERENCES; Chapter 4. Least Squares Parameter Estimation; 1. INTRODUCTION; 2. BASIC RELATIONS; 3. ANALYTIC SOLUTION OF THE LEAST SQUARES; 4. RECURSIVE SOLUTION OF THE LEAST SQUARES; 5. INSTRVMENTAL VARIABLE METHOD-IV. | |
| 505 | 8 | |a 6. GENERALIZED LEAST SQUARES-GLS7. EXTENDED LEAST SQUARES-ELS; 8. DISCRETE SQUARE ROOT FILTERING; 9. MODIFIED SQUARE ROOT FILTERING; 10. COMPLEMENTARY REMARKS; 11. CONCLUSIONS; REFERENCES; Chapter 5. Maximum Likelihood and Prediction Error Methods; 1. INTRODUCTION; 2. THE MAXIMUM LIKELIHOOD METHOD; 3. ESTIMATING PARAMETERS IN DYNAMICAL SYSTEMS; 4. ESTIMATION THEORY; 5. INTERACTIVE COMPUTING; 6. PRACTICAL ASPECTS; REFERENCES; Chapter 6. Practical Aspects of Process Identification; 1. INTRODUCTION; 2. SELECTION OF INPUT SIGNALS; 3. SELECTION OF SAMPLING TIME. | |
| 505 | 8 | |a 4. off-line and on-line identification5. comparison of parameter-estimation methods; 6. data filtering; 7. model order testing and model verification; 8. program packages for process identification; 9. concluding remarks; references. | |
| 650 | 0 | |a System identification |v Congresses. | |
| 650 | 0 | |a System analysis |v Congresses. | |
| 650 | 0 | |a Systems engineering |v Congresses. | |
| 650 | 6 | |a Identification des syst�emes |0 (CaQQLa)201-0021667 |v Congr�es. |0 (CaQQLa)201-0378219 | |
| 650 | 6 | |a Analyse de syst�emes |0 (CaQQLa)201-0007674 |v Congr�es. |0 (CaQQLa)201-0378219 | |
| 650 | 6 | |a Ing�enierie des syst�emes |0 (CaQQLa)201-0050710 |v Congr�es. |0 (CaQQLa)201-0378219 | |
| 650 | 7 | |a TECHNOLOGY & ENGINEERING |x Engineering (General) |2 bisacsh | |
| 650 | 7 | |a System analysis |2 fast |0 (OCoLC)fst01141385 | |
| 650 | 7 | |a System identification |2 fast |0 (OCoLC)fst01141418 | |
| 650 | 7 | |a Systems engineering |2 fast |0 (OCoLC)fst01141455 | |
| 655 | 2 | |a Congress |0 (DNLM)D016423 | |
| 655 | 7 | |a proceedings (reports) |2 aat |0 (CStmoGRI)aatgf300027316 | |
| 655 | 7 | |a Conference papers and proceedings |2 fast |0 (OCoLC)fst01423772 | |
| 655 | 7 | |a Conference papers and proceedings. |2 lcgft | |
| 655 | 7 | |a Actes de congr�es. |2 rvmgf |0 (CaQQLa)RVMGF-000001049 | |
| 700 | 1 | |a Isermann, Rolf. | |
| 710 | 2 | |a International Federation of Automatic Control. | |
| 730 | 0 | |a Automatica. | |
| 776 | 0 | 8 | |i Print version: |a IFAC Symposium on Identification and System Parameter Estimation (5th : 1979 : Darmstadt, Germany). |t System identification |z 0080275834 |w (DLC) 80042237 |w (OCoLC)7935889 |
| 830 | 0 | |a IFAC proceedings series. | |
| 856 | 4 | 0 | |u https://sciencedirect.uam.elogim.com/science/book/9780080275833 |z Texto completo |