Identification of control plants:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English Polish |
| Published: |
Amsterdam [u.a.]
Elsevier [u.a.]
1980
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| Series: | Studies in automation and control.
3 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XI, 312 S. graph. Darst. |
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| 245 | 1 | 0 | |a Identification of control plants |c By Zdzislaw Bubnicki. Transl. from the Polish by Antoni Pol |
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Record in the Search Index
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| adam_text | Titel: Identification of control plants
Autor: Bubnicki, Zdzislaw
Jahr: 1980
Contents Preface to the Polish Edition, V Chapter 1. Goals and Methods of Identification, 1 1.1 Introduction, 1 1.2 Basic concepts. Formulation of the problem, 2 1.3 Tasks of identification, 7 1.3.1 Determination of the identification plant, 7 1.3.2 Determination of the class of models, 14 1.3.3 Organization of the experiment, 16 1.3.4 Determination of the identification algorithm, 17 1.3.5 Types of identifiers, 19 1.4 Identification and control, 20 Chapter 2. Mathematical Models of Plants, 25 2.1 Dynamic models of continuous plants, 25 2.1.1 State vector description, 26 2.1.2 “Input-output” description by means of a differential equation, 32 2.1.3 Operational form of the “input-output” description, 33 2.1.4 Relations between different descriptions of plant dynamics, 34 2.2 Dynamic models of discrete plants, 37 2.3 Static models, 45 2.4 Determination of the class of models, 46 Chapter 3. Identification of Static Plant. Deterministic Problem, 55 3.1 Determination of the plant parameters, 55 3.2 Choice of the best model, 58 3.3 Identification for the class of linear models, 62
X CONTENTS 3.4 Approximation of plant static characteristic, 67 3.5 Identification with the continuous experiment, 73 3.6 Design of experiments, 76 3.7 Open-loop and closed-loop identification systems. Analogies with control systems, 80 Chapter 4. Identification of Static Plant. Probabilistic Problem, 85 4.1 Measurement of parameters with noise, 85 4.2 Choice of the best model with known probability distributions, 92 4.3 Identification with unknown probability distributions, 105 4.3.1 Minimization of the empirical expected value, 106 4.3.2 Application of empirical probability distributions, 107 4.3.3 Influence of measurement noises, 116 4.4 Choice of the best model with the deterministic input signal, 119 4.5 Identification of a plant with unknown parameters, 123 4.6 Quality estimation and statistical properties of the optimum model, 136 4.7 Design of experiments, 143 4.8 Self-adjusting model method, 147 4.9 A list of identification problems, 155 Chapter 5. Identification of Non-Stationary Plants, 158 5.1 The form of the model, 159 5.2 Identification with a non-stationary model. Deterministic problem, 161 5.3 Identification with a non-stationary model. Probabilistic problem, 167 5.4 Identification with a stationary model, 177 Chapter 6. Identification of Dynamic Properties. Deterministic Problem, 185 6.1 Identification of differential and difference equations, 185 6.1.1 Identification of the plant equation with unknown parameters, 185 6.1.2 Choice of the best model, 193 6.2 Determination of the parameters of the plant time characteristic, 196 6.3 Choice of the best time characteristic of the model, 204 6.3.1 Discrete characteristics, 205 6.3.2 Continuous characteristics, 213
CONTENTS XI Chapter 7. Identification of Dynamic Properties. Probabilistic Problem, 226 7.1 Choice of the best model with known probability distributions, 226 7.2 Identification of linear plants, 234 7.3 Experimental determination of time characteristics, 237 7.4 Identification of the plant time characteristic with unknown parameters, 241 Chapter 8. Mathematical Models and Identification of Complex Plants, 247 8.1 General remarks, 247 8.2 Mathematical models of complex plants, 248 8.3 Identification of plants composed of “input-output” units, 257 8.4 Remarks on identification of complexes of operations, 266 Appendix I. Introduction to Mathematical Statistics, 271 Appendix II. Degressive Feedback. Stochastic Approximation, 284 Appendix III. Methods of Determining Empirical Probability Distributions, 291 References 300 Index, 309
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| dewey-tens | 620 - Engineering and allied operations |
| discipline | Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T15:40:15Z |
| institution | BVB |
| language | English Polish |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-001372743 |
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| owner_facet | DE-91 DE-BY-TUM DE-188 |
| physical | XI, 312 S. graph. Darst. |
| publishDate | 1980 |
| publishDateSearch | 1980 |
| publishDateSort | 1980 |
| publisher | Elsevier [u.a.] |
| record_format | marc |
| series | Studies in automation and control. |
| series2 | Studies in automation and control. |
| spelling | Bubnicki, Zdzislaw Verfasser aut Identyfikacja procesów sterowania Identification of control plants By Zdzislaw Bubnicki. Transl. from the Polish by Antoni Pol Amsterdam [u.a.] Elsevier [u.a.] 1980 XI, 312 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Studies in automation and control. 3 Commande automatique - Moldèles mathématiques Mathematisches Modell Automatic control Mathematical models Pol, Antoni Sonstige oth Studies in automation and control. 3 (DE-604)BV001899690 3 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001372743&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Bubnicki, Zdzislaw Identification of control plants Studies in automation and control. Commande automatique - Moldèles mathématiques Mathematisches Modell Automatic control Mathematical models |
| title | Identification of control plants |
| title_alt | Identyfikacja procesów sterowania |
| title_auth | Identification of control plants |
| title_exact_search | Identification of control plants |
| title_full | Identification of control plants By Zdzislaw Bubnicki. Transl. from the Polish by Antoni Pol |
| title_fullStr | Identification of control plants By Zdzislaw Bubnicki. Transl. from the Polish by Antoni Pol |
| title_full_unstemmed | Identification of control plants By Zdzislaw Bubnicki. Transl. from the Polish by Antoni Pol |
| title_short | Identification of control plants |
| title_sort | identification of control plants |
| topic | Commande automatique - Moldèles mathématiques Mathematisches Modell Automatic control Mathematical models |
| topic_facet | Commande automatique - Moldèles mathématiques Mathematisches Modell Automatic control Mathematical models |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001372743&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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