MARC details
| 000 -LEADER |
|---|
| fixed length control field |
10922cam a22004334i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20211104213945.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
110404s2011 enka b 001 0 eng d |
| 011 ## - LINKING LIBRARY OF CONGRESS CONTROL NUMBER [OBSOLETE] |
|---|
| Local cataloguing issues note |
Changed OCLC from 662410223 to 722305754 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0857290517 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780857290519 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(ATU)b11921900 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)722305754 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
BTCTA |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
BTCTA |
| Modifying agency |
YDXCP |
| -- |
BWX |
| -- |
CDX |
| -- |
ATU |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TK2551 |
| Item number |
.T29 2011 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
621.314 |
| Edition number |
22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Tang, W. H. |
| Fuller form of name |
(Wen Hu) |
| Relator term |
author. |
| 9 (RLIN) |
506396 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Condition monitoring and assessment of power transformers using computational intelligence / |
| Statement of responsibility, etc. |
W.H. Tang, Q.H. Wu. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
London ; |
| -- |
New York : |
| Name of producer, publisher, distributor, manufacturer |
Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2011] |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
©2011 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xvii, 199 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
24 cm |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction -- 2. Evolutionary Computation -- 3. Methodologies Dealing With Uncertainty -- 4. Thermoelectric Analogy Thermal Models of Power Transformers -- 5. Thermal Model Parameter Identification and Verification Using Genetic Algorithm -- 6. Transformer Condition Assessment Using Dissolved Gas Analysis -- 7. Fault Classification for Dissolved Gas Analysis Using Genetic Programming -- 8. Dealing with Uncertainty for Dissolved Gas Analysis -- 9. Winding Frequency Response Analysis for Power Transformers -- 10. Winding Parameter Identification Using an Improved Particle Swarm Optimiser -- 11. Evidence-Based Winding Condition Assessment -- -- |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
1. |
| Title |
Introduction -- |
| Miscellaneous information |
1.1. |
| Title |
Background -- |
| Miscellaneous information |
1.2. |
| Title |
Main Aspects of Transformer Condition Monitoring and Assessment -- |
| Miscellaneous information |
1.2.1. |
| Title |
Thermal Modelling -- |
| Miscellaneous information |
1.2.2. |
| Title |
Dissolved Gas Analysis -- |
| Miscellaneous information |
1.2.3. |
| Title |
Frequency Response Analysis -- |
| Miscellaneous information |
1.2.4. |
| Title |
Partial Discharge Analysis -- |
| Miscellaneous information |
1.3. |
| Title |
Drawbacks of Conventional Techniques -- |
| Miscellaneous information |
1.3.1. |
| Title |
Inaccuracy of Empirical Thermal Models -- |
| Miscellaneous information |
1.3.2. |
| Title |
Uncertainty in Dissolved Gas Analysis -- |
| Miscellaneous information |
1.3.3. |
| Title |
Intricate Issues in Winding Deformation Diagnosis -- |
| Miscellaneous information |
1.4. |
| Title |
Modelling Transformer and Processing Uncertainty Using Computational Intelligence -- |
| Miscellaneous information |
1.5. |
| Title |
Contents of this Book -- |
| Miscellaneous information |
1.6. |
| Title |
Summary -- |
| Miscellaneous information |
2. |
| Title |
Evolutionary Computation -- |
| Miscellaneous information |
2.1. |
| Title |
The Evolutionary Algorithms of Computational Intelligence -- |
| Miscellaneous information |
2.1.1. |
| Title |
Objectives of Optimisation -- |
| Miscellaneous information |
2.1.2. |
| Title |
Overview of Evolutionary Computation -- |
| Miscellaneous information |
2.2. |
| Title |
Genetic Algorithm -- |
| Miscellaneous information |
2.2.1. |
| Title |
Principles of Genetic Algorithms -- |
| Miscellaneous information |
2.2.2. |
| Title |
Main Procedures of a Simple Genetic Algorithm -- |
| Miscellaneous information |
2.2.3. |
| Title |
Implementation of a Simple Genetic Algorithm -- |
| Miscellaneous information |
2.3. |
| Title |
Genetic Programming -- |
| Miscellaneous information |
2.3.1. |
| Title |
Background of Genetic Programming -- |
| Miscellaneous information |
2.3.2. |
| Title |
Implementation Processes of Genetic Programming -- |
| Miscellaneous information |
2.4. |
| Title |
Particle Swarm Optimisation -- |
| Miscellaneous information |
2.4.1. |
| Title |
Standard Particle Swarm Optimisation -- |
| Miscellaneous information |
2.4.2. |
| Title |
Particle Swarm Optimisation with Passive Congregation -- |
| Miscellaneous information |
2.5. |
| Title |
Summary -- |
| Miscellaneous information |
3. |
| Title |
Methodologies Dealing With Uncertainty -- |
| Miscellaneous information |
3.1. |
| Title |
The Logical Approach of Computational Intelligence -- |
| Miscellaneous information |
3.2. |
| Title |
Evidential Reasoning -- |
| Miscellaneous information |
3.2.1. |
| Title |
The Original Evidential Reasoning Algorithm -- |
| Miscellaneous information |
3.2.2. |
| Title |
The Revised Evidential Reasoning Algorithm -- |
| Miscellaneous information |
3.3. |
| Title |
Fuzzy Logic -- |
| Miscellaneous information |
3.3.1. |
| Title |
Foundation of Fuzzy Logic -- |
| Miscellaneous information |
3.3.2. |
| Title |
An Example of a Fuzzy Logic System -- |
| Miscellaneous information |
3.4. |
| Title |
Bayesian Networks -- |
| Miscellaneous information |
3.4.1. |
| Title |
The Bayes' Theorem -- |
| Miscellaneous information |
3.4.2. |
| Title |
Bayesian Networks -- |
| Miscellaneous information |
3.4.3. |
| Title |
Parameter Learning to Form a Bayesian Network -- |
| Miscellaneous information |
3.5. |
| Title |
Summary -- |
| Miscellaneous information |
4. |
| Title |
Thermoelectric Analogy Thermal Models of Power Transformers -- |
| Miscellaneous information |
4.1. |
| Title |
Introduction -- |
| Miscellaneous information |
4.2. |
| Title |
Conventional Thermal Models in IEC and IEEE Regulations -- |
| Miscellaneous information |
4.2.1. |
| Title |
Steady-State Temperature Models -- |
| Miscellaneous information |
4.2.2. |
| Title |
Transient-State Temperature Models -- |
| Miscellaneous information |
4.2.3. |
| Title |
Hot-Spot Temperature Rise in Steady State -- |
| Miscellaneous information |
4.2.4. |
| Title |
Hot-Spot Temperature Rise in Transient State -- |
| Miscellaneous information |
4.3. |
| Title |
The Thermoelectric Analogy Theory -- |
| Miscellaneous information |
4.4. |
| Title |
A Comprehensive Thermoelectric Analogy Thermal Model -- |
| Miscellaneous information |
4.4.1. |
| Title |
Heat Transfer Schematics of Transformers -- |
| Miscellaneous information |
4.4.2. |
| Title |
Derivation of a Comprehensive Heat Equivalent Circuit -- |
| Miscellaneous information |
4.5. |
| Title |
Parameter Estimation of a Thermoelectric Analogy Model -- |
| Miscellaneous information |
4.5.1. |
| Title |
Heat Generation Process -- |
| Miscellaneous information |
4.5.2. |
| Title |
Heat Transfer Parameter -- |
| Miscellaneous information |
4.5.3. |
| Title |
Operation Scheme of Winding Temperature Indicator -- |
| Miscellaneous information |
4.5.4. |
| Title |
Time Constant Variation in a Heat Transfer Process -- |
| Miscellaneous information |
4.6. |
| Title |
Identification of Thermal Model Parameters -- |
| Miscellaneous information |
4.7. |
| Title |
A Simplified Thermoelectric Analogy Thermal Model -- |
| Miscellaneous information |
4.7.1. |
| Title |
Derivation of a Simplified Heat Equivalent Circuit -- |
| Miscellaneous information |
4.7.2. |
| Title |
Hot-Spot Temperature Calculation -- |
| Miscellaneous information |
4.8. |
| Title |
Summary -- |
| Miscellaneous information |
5. |
| Title |
Thermal Model Parameter Identification and Verification Using Genetic Algorithm -- |
| Miscellaneous information |
5.1. |
| Title |
Introduction -- |
| Miscellaneous information |
5.2. |
| Title |
Unit Conversion for Heat Equivalent Circuit Parameters -- |
| Miscellaneous information |
5.3. |
| Title |
Fitness Function for Genetic Algorithm Optimisation -- |
| Miscellaneous information |
5.4. |
| Title |
Parameter Identification and Verification for the Comprehensive Thermal Model -- |
| Miscellaneous information |
5.4.1. |
| Title |
Estimation of Heat Transfer Parameters -- |
| Miscellaneous information |
5.4.2. |
| Title |
Parameter Identification Using Genetic Algorithm -- |
| Miscellaneous information |
5.4.3. |
| Title |
Verification of Identified Thermal Parameters Against Factory Heat Run Tests -- |
| Miscellaneous information |
5.4.4. |
| Title |
Comparison between Modelling Results of Artificial Neural Network and Genetic Algorithm -- |
| Miscellaneous information |
5.5. |
| Title |
Parameter Identification and Verification for the Simplified Thermal Model -- |
| Miscellaneous information |
5.5.1. |
| Title |
Identification of Parameters Using Genetic Algorithm -- |
| Miscellaneous information |
5.5.2. |
| Title |
Verification of Derived Parameters with Rapidly Changing Loads -- |
| Miscellaneous information |
5.5.3. |
| Title |
Simulations of Step Responses Compared with Factory Heat Run -- |
| Miscellaneous information |
5.5.4. |
| Title |
Hot-Spot Temperature Calculation -- |
| Miscellaneous information |
5.5.5. |
| Title |
Error Analysis -- |
| Miscellaneous information |
5.6. |
| Title |
Summary -- |
| Miscellaneous information |
6. |
| Title |
Transformer Condition Assessment Using Dissolved Gas Analysis -- |
| Miscellaneous information |
6.1. |
| Title |
Introduction -- |
| Miscellaneous information |
6.2. |
| Title |
Fundamental of Dissolved Gas Analysis -- |
| Miscellaneous information |
6.2.1. |
| Title |
Gas Evolution in a Transformer -- |
| Miscellaneous information |
6.2.2. |
| Title |
Key Gas Method -- |
| Miscellaneous information |
6.2.3. |
| Title |
Determination of Combustible Gassing Rate -- |
| Miscellaneous information |
6.2.4. |
| Title |
Gas Ratio Methods -- |
| Miscellaneous information |
6.2.5. |
| Title |
Fault Detectability Using Dissolved Gas Analysis -- |
| Miscellaneous information |
6.3. |
| Title |
Combined Criteria for Dissolved Gas Analysis -- |
| Miscellaneous information |
6.4. |
| Title |
Intelligent Diagnostic Methods for Dissolve Gas Analysis -- |
| Miscellaneous information |
6.5. |
| Title |
Summary -- |
| Miscellaneous information |
7. |
| Title |
Fault Classification for Dissolved Gas Analysis Using Genetic Programming -- |
| Miscellaneous information |
7.1. |
| Title |
Introduction -- |
| Miscellaneous information |
7.2. |
| Title |
Bootstrap -- |
| Miscellaneous information |
7.3. |
| Title |
The Cybernetic Techniques of Computational Intelligence -- |
| Miscellaneous information |
7.3.1. |
| Title |
Artificial Neural Network -- |
| Miscellaneous information |
7.3.2. |
| Title |
Support Vector Machine -- |
| Miscellaneous information |
7.3.3. |
| Title |
K-Nearest Neighbour -- |
| Miscellaneous information |
7.4. |
| Title |
Results and Discussions -- |
| Miscellaneous information |
7.4.1. |
| Title |
Process DGA Data Using Bootstrap -- |
| Miscellaneous information |
7.4.2. |
| Title |
Feature Extraction with Genetic Programming -- |
| Miscellaneous information |
7.4.3. |
| Title |
Fault Classification Results and Comparisons -- |
| Miscellaneous information |
7.5. |
| Title |
Summary -- |
| Miscellaneous information |
8. |
| Title |
Dealing with Uncertainty for Dissolved Gas Analysis -- |
| Miscellaneous information |
8.1. |
| Title |
Introduction -- |
| Miscellaneous information |
8.2. |
| Title |
Dissolved Gas Analysis Using Evidential Reasoning -- |
| Miscellaneous information |
8.2.1. |
| Title |
A Decision Tree Model under an Evidential Reasoning Framework -- |
| Miscellaneous information |
8.2.2. |
| Title |
An Evaluation Analysis Model based upon Evidential Reasoning -- |
| Miscellaneous information |
8.2.3. |
| Title |
Determination of Weights of Attributes and Factors -- |
| Miscellaneous information |
8.2.4. |
| Title |
Evaluation Examples under an Evidential Reasoning Framework -- |
| Miscellaneous information |
8.3. |
| Title |
A Hybrid Diagnostic Approach Combining Fuzzy Logic and Evidential Reasoning -- |
| Miscellaneous information |
8.3.1. |
| Title |
Solution to Crispy Decision Boundaries -- |
| Miscellaneous information |
8.3.2. |
| Title |
Implementation of the Hybrid Diagnostic Approach -- |
| Miscellaneous information |
8.3.3. |
| Title |
Tests and Results -- |
| Miscellaneous information |
8.4. |
| Title |
Probabilistic Inference Using Bayesian Networks -- |
| Miscellaneous information |
8.4.1. |
| Title |
Knowledge Transformation into a Bayesian Network -- |
| Miscellaneous information |
8.4.2. |
| Title |
Results and Discussions -- |
| Miscellaneous information |
8.5. |
| Title |
Summary -- |
| Miscellaneous information |
9. |
| Title |
Winding Frequency Response Analysis for Power Transformers -- |
| Miscellaneous information |
9.1. |
| Title |
Introduction -- |
| Miscellaneous information |
9.2. |
| Title |
Transformer Transfer Function -- |
| Miscellaneous information |
9.3. |
| Title |
Frequency Response Analysis Methods -- |
| Miscellaneous information |
9.3.1. |
| Title |
Low Voltage Impulse -- |
| Miscellaneous information |
9.3.2. |
| Title |
Sweep Frequency Response Analysis -- |
| Miscellaneous information |
9.4. |
| Title |
Winding Models Used for Frequency Response Analysis -- |
| Miscellaneous information |
9.5. |
| Title |
Transformer Winding Deformation Diagnosis -- |
| Miscellaneous information |
9.5.1. |
| Title |
Comparison Techniques -- |
| Miscellaneous information |
9.5.2. |
| Title |
Interpretation of Frequency Response Measurements -- |
| Miscellaneous information |
9.6. |
| Title |
Summary -- |
| Miscellaneous information |
10. |
| Title |
Winding Parameter Identification Using an Improved Particle Swarm Optimiser -- |
| Miscellaneous information |
10.1. |
| Title |
Introduction -- |
| Miscellaneous information |
10.2. |
| Title |
A Ladder Network Model for Frequency Response Analysis -- |
| Miscellaneous information |
10.3. |
| Title |
Model-Based Approach to Parameter Identification and its Verification -- |
| Miscellaneous information |
10.3.1. |
| Title |
Derivation of Winding Frequency Responses -- |
| Miscellaneous information |
10.3.2. |
| Title |
Fitness Function Used by PSOPC -- |
| Miscellaneous information |
10.4. |
| Title |
Simulations and Discussions -- |
| Miscellaneous information |
10.4.1. |
| Title |
Test Simulations of Frequency Response Analysis -- |
| Miscellaneous information |
10.4.2. |
| Title |
Winding Parameter Identification -- |
| Miscellaneous information |
10.4.3. |
| Title |
Results and Discussions -- |
| Miscellaneous information |
10.5. |
| Title |
Summary -- |
| Miscellaneous information |
11. |
| Title |
Evidence-Based Winding Condition Assessment -- |
| Miscellaneous information |
11.1. |
| Title |
Knowledge Transformation with Revised Evidential Reasoning Algorithm -- |
| Miscellaneous information |
11.2. |
| Title |
A Basic Evaluation Analysis Model -- |
| Miscellaneous information |
11.3. |
| Title |
A General Evaluation Analysis Model -- |
| Miscellaneous information |
11.4. |
| Title |
Results and Discussions -- |
| Miscellaneous information |
11.4.1. |
| Title |
An Example Using the Basic Evaluation Analysis Model -- |
| Miscellaneous information |
11.4.2. |
| Title |
Aggregation of Subjective Judgements Using the General Evaluation Analysis Model -- |
| Miscellaneous information |
11.5. |
| Title |
Summary -- |
| -- |
Appendix: A Testing to BS171 for Oil-Immersed Power Transformers. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"In recent years, rapid changes and improvements have been witnessed in the field of transformer condition monitoring and assessment, especially with the advances in computational intelligence techniques. Condition Monitoring and Assessment of Power Transformers Using Computational Intelligence applies a broad range of computational intelligence techniques to deal with practical transformer operation problems. The approaches introduced are presented in a concise and flowing manner, tackling complex transformer modelling problems and uncertainties occurring in transformer fault diagnosis. Condition Monitoring and Assessment of Power Transformers Using Computational Intelligence covers both the fundamental theories and the most up-to-date research in this rapidly changing field. Many examples have been included that use real-world measurements and realistic operating scenarios of power transformers to fully illustrate the use of computational intelligence techniques for a variety of transformer modelling and fault diagnosis problems. Condition Monitoring and Assessment of Power Transformers Using Computational Intelligence is a useful book for professional engineers and postgraduate students. It also provides a firm foundation for advanced undergraduate students in power engineering."--Publisher's website. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Machine converted from AACR2 source record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Electric transformers. |
| 9 (RLIN) |
317131 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computational intelligence |
| 9 (RLIN) |
328230 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Electric power systems |
| General subdivision |
State estimation |
| -- |
Mathematical models. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Electric power system stability |
| General subdivision |
Mathematical models |
| 9 (RLIN) |
719253 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Electric transformers |
| General subdivision |
Testing |
| -- |
Mathematical models. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Wu, Q. H., |
| Relator term |
author. |
| 9 (RLIN) |
284618 |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) |
|---|
| a |
.b11921900 |
| b |
09-11-17 |
| c |
27-10-15 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) |
|---|
| -- |
b |
| -- |
c |
| Operator's initials, OID (RLIN) |
06-04-16 |
| Cataloger's initials, CIN (RLIN) |
m |
| First date, FD (RLIN) |
a |
| -- |
eng |
| -- |
enk |
| -- |
0 |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) |
|---|
| a |
621.314 CON |
| g |
1 |
| i |
A502611B |
| j |
0 |
| l |
cmain |
| o |
- |
| p |
$157.19 |
| q |
- |
| r |
- |
| s |
- |
| t |
0 |
| u |
0 |
| v |
0 |
| w |
0 |
| x |
0 |
| y |
.i1312187x |
| z |
29-10-15 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Book |
