Fuzzy systems and soft computing in nuclear engineering
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| Format: | Buch |
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| Sprache: | English |
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Heidelberg [u.a.]
Physica-Verl.
1999
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| Schriftenreihe: | Studies in fuzziness and soft computing
38 |
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| 245 | 1 | 0 | |a Fuzzy systems and soft computing in nuclear engineering |c Da Ruan (ed.) |
| 264 | 1 | |a Heidelberg [u.a.] |b Physica-Verl. |c 1999 | |
| 300 | |a XIV, 479 S. |b Ill., graph. Darst. | ||
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Datensatz im Suchindex
| _version_ | 1819609328956473344 |
|---|---|
| adam_text | Da Ruan (Editor)
Fuzzy Systems and
Soft Computing
in Nuclear Engineering
With 233 Figures
and 69 Tables
Physica-Verlag
A Springer-Verlag Company
• • * •
Contents
Preface
DaRuan
1 Analysis of Selected Structures for Model- Based Measuring
Methods Using Fuzzy Logic
R Hampel, W KSstner, A Fenske, B Vandreier, and S Schefter
1 Introduction
2 Overview - Problems and Solution Steps
3 Fuzzy-Based Algorithm for Adaptation of Model Matrix
Elements
4 Fuzzy-Based Algorithm for the Adaptation of the Observer
Gain Matrix
5 Fuzzy-Based Algorithm for the Description of Process
Disturbances
6 Conclusions
References
2 A Set of Fuzzy Systems to Automate the Manual Procedures for
Reactor Power Level Changes 40
Byung Soo Moon
1 Introduction 40
2 A Fuzzy System to Represent Spline Interpolation 41
3 Examples of Fuzzy Systems 45
4 Fuzzy System to Compute Total Power Defect 47
5 Fuzzy System to Evaluate Integral Rod Worth 48
6 Fuzzy System to Compute the Sum and the Difference 48
7 Simulation Results 49
8 Conclusion 51
References 51
VIII
3 A Fuzzy Controller for the Real Time Supervision of Nuclear
Power Reactors 52
Mohand Si Fodil, Francois Guly, Patrick Siarry, and Jean Luc Tyran
1 Introduction 52
2 Control Methods 53
3 Working Method 53
4 The Fuzzy Logic Controller 54
5 Control Board of the Reactor 60
6 Conclusion 61
References 63
4 Adaptive Fuzzy Control for a Simulation of Hydraulic Analogy of a
Nuclear Reactor 65
Da Ruan, Xiaozhong Li, and Gert Van den Eynde
1 Introduction 65
2 Fuzzy Control 67
3 PID Control 69
4 Advanced Fuzzy Control 69
5 Comparative Study 75
6 Conclusion 76
References 80
5 Controlling Neutron Power of a TRIGA Mark m Research
Nuclear Reactor with Fuzzy Adaptation of the Set of Output
Membership Functions 83
Jorge S Benitez-Read and Daniel Velez-Diaz
1 Introduction 84
2 Adaptation of Output Membership Functions in a Fuzzy
Controller 86
3 Application of the SOMF Fuzzy Generation Method to a Research
Nuclear Reactor 97
4 Results, and Conclusions 108
References 111
IX
6 NPP Operator Support in Decision Making - Diagnostics of the
Operation Failures Using Fuzzy Logic 115
Ivan Petruzela
1 Use of Artificial Intelligence Methods in the Control of Complex
Technological Systems 115
2 A Proposal for a System to Support the Operator during NPP
Operation in Frequency Control 119
3 Measuring Errors and Their Minimisation Using Estimation
Methods 124
4 Fuzzy System of Automatic Failure Classification 130
5 Conclusion 134
References 134
7 Optimal Operation Planning of Radioactive Waste Processing
System by Fuzzy Theory 135
Jin Yeong Yang and Kun Jai Lee
1 Introduction 135
2 Fuzzy Algorithm 136
3 Goal Programming 138
4 System Modeling 142
5 Results and Discussion 147
6 Conclusion 151
References 152
8 A Fuzzy Inference System for the Economic Calculus in
Radioactive Waste Management 153
Pierre Kunsch, Antonio Fiordaliso, and Philippe Fortemps
1 Introduction 153
2 The Conventional Approach of Economic Calculus 154
3 The Nature of Contingency Factors in Radioactive Waste
Management 155
4 A Fuzzy Approach for Radioactive Waste Management Funding 157
5 Results 162
6 Conclusions 170
References 171
9 Neuro-Fuzzy Control Applications in Pressurized Water Reactors 172
Man Gyun Na
1 Introduction 172
2 Neuro-Fuzzy Control Methods 174
3 Application to the Steam Generator Level Control 184
4 Application to the Power Distribution Control 193
5 Conclusions 204
References 205
10 Neural and Fuzzy Transient Classification Systems: General
Techniques and Applications in Nuclear Power Plants 208
Davide Roverso
1 Introduction 208
2 Related Work 209
3 Neural Models for Transient Classification in ALADDIN 211
4 Case Study 1: Simulated B WR Events 221
5 Case Study 2: PWR Plant Islanding Events 229
6 Future Developments 232
References 233
11 Neural Networks in Signal Processing 235
Rekha Govil
1 Introduction 235
2 The Use of ANN for Signal Processing 239
3 Dynamic Modeling 241
4 Model Based ANN s for Image Processing 242
5 Statistical Learning Networks 243
6 ANN for Eigen-Structure-Based Signal Processing 245
7 The Functional Link ANN 246
8 Active Learning 248
9 Optical Signal Processing 248
10 Superconducting Neural Networks 250
11 Neural Networks in Signal Processing Applications 250
12 Future Challenges in Neural Networks Signal Processing 252
References 254
XI
12 Application of Neural Networks in Reactor Diagnostics and
Monitoring 258
I Pazsit, N S Garis, and P Linden
1 Introduction 258
2 Determination of Axial Control Rod Elevation from the Measured
Flux Shape with Neural Networks 260
3 Localisation of a Vibrating Control Rod from Neutron Noise
Measurements 264
4 Choice of Input Data Representation 270
5 Investigation of the Erroneous Identifications of the Trained
Network 271
6 Determination of Mass Flow of Water with Pulsed Neutron
Activation and Neural Networks 272
7 Conclusions 282
References 283
13 Regularization Methods for Inferential Sensing in Nuclear Power
Plants 285
J Wesley Hines, Andrei V Gribok, Ibrahim Attieh, and
Robert E Uhrig
1 Introduction 285
2 Methodology 289
3 Results 294
4 Conclusions 308
References 310
14 Genetic Algorithms Applied to Nuclear Reactor Design
Optimization 315
CMNA Pereira, R Schirru, and A S Martinez
1 Introduction 315
2 The Genetic Algorithm Search Paradigm 316
3 A Simple Nuclear Reactor Design Optimization Problem 317
4 The Genetic Algorithm Implementation 318
5 Application of the Genetic Algorithm to the Simple Problem 320
6 The Robustness of the GA 326
7 Conclusions 332
References 333
XII
15 Genetic Algorithms Applied to the Nuclear Power Plant
Operation 335
R Schirru, CMNA Pereira, and A S Martinez
1 Introduction 335
2 PWR s Fuel Management Optimization Using Genetic Algorithm 336
3 Genetic Algorithm in the Optimization of a Centroids Based
Diagnosis System 340
References 349
16 Reactor Controller Design Using Genetic Algorithms with
Simulated Annealing 351
Kadir Erkan and Erhan Biitun
1 Introduction 351
2 Discrete-Time Model of the Reactor 352
3 Controller Design 353
4 Trajectory 355
5 Genetic Algorithms for Parameter Estimation 355
6 Simulated Annealing 359
7 Simulation Results 360
8 Conclusion 362
References 362
17 Logic-Based Hierarchies for Modeling Behavior of Complex
Dynamic Systems with Applications 364
Y -S Hu and M Modarres
1 Hierarchy - the Nature of Complexity 364
2 The GTST-DMLD Hierarchy Modeling 367
3 Application of DMLD to Nuclear Plant Direct Containment
Heating Phenomenon 377
4 Analysis of DCH Using DML-US 98 Software 388
5 Other Areas of GTST-DMLD Applications 391
6 Conclusions 392
References 394
XIII
18 Continued Fractions in Time Series Forecsting 396
Andrew Zardecki
1 Introduction 396
2 Continued Fractions 397
3 Ergodic Properties of Continued Fractions 400
4 Time Series Coding 405
5 Numerical Results 406
6 Conclusions 411
References 411
19 A Possibilistic Approach to Target Classification 413
Albert G Huizing and Frans C A Groen
1 Introduction 413
2 Problem Formulation 414
3 Target Classification 416
4 Performance Criterion 420
5 A Case Study 421
6 Conclusions 429
References 430
20 From FUELCON to FUELGEN: Tools for Fuel Reload Pattern
Design 432
E Nissan, A Galperin, J Zhao, B Knight, and A Soper
1 A Description of the Domain and of the Task 432
2 A Taxonomy 438
3 Further Considerations on FUELGEN 445
References 446
21 Diagnosis of Unanticipated Plant Component Faults in a Portable
Expert System 449
Jaques Reifman and Thomas Y C Wei
1 Introduction 449
2 Diagnostic Methodology 451
3 Knowledge Bases 457
XIV
4 Simulation Tests 467
5 Discussion 474
References 475
Subject Index 477
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| indexdate | 2024-12-23T15:18:21Z |
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| language | English |
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| series | Studies in fuzziness and soft computing |
| series2 | Studies in fuzziness and soft computing |
| spellingShingle | Fuzzy systems and soft computing in nuclear engineering Studies in fuzziness and soft computing Fuzzy-Regelung (DE-588)4395755-9 gnd Soft Computing (DE-588)4455833-8 gnd Kerntechnik (DE-588)4134381-5 gnd |
| subject_GND | (DE-588)4395755-9 (DE-588)4455833-8 (DE-588)4134381-5 (DE-588)4143413-4 |
| title | Fuzzy systems and soft computing in nuclear engineering |
| title_auth | Fuzzy systems and soft computing in nuclear engineering |
| title_exact_search | Fuzzy systems and soft computing in nuclear engineering |
| title_full | Fuzzy systems and soft computing in nuclear engineering Da Ruan (ed.) |
| title_fullStr | Fuzzy systems and soft computing in nuclear engineering Da Ruan (ed.) |
| title_full_unstemmed | Fuzzy systems and soft computing in nuclear engineering Da Ruan (ed.) |
| title_short | Fuzzy systems and soft computing in nuclear engineering |
| title_sort | fuzzy systems and soft computing in nuclear engineering |
| topic | Fuzzy-Regelung (DE-588)4395755-9 gnd Soft Computing (DE-588)4455833-8 gnd Kerntechnik (DE-588)4134381-5 gnd |
| topic_facet | Fuzzy-Regelung Soft Computing Kerntechnik Aufsatzsammlung |
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