Intelligent Systems and Soft Computing for Nuclear Science and Industry

Transcription

1 Intelligent Systems and Soft Computing for Nuclear Science and Industry Proceedings of the 2nd International FUNS Workshop Mol, Belgium, September 25-27,1996 Edited by Da Ruan, Pierre D'hondt and Paul Govaerts Belgian Nuclear Research Centre Etienne E. Kerre University of Ghent, Belgium UNIVERSiTATSBIBLIOTHEK HANNOVER TECHNISCHE INFORMATIONSBIBUOTHEK World Scientific Singapore»New Jersey London Hong Kong

2 CONTENTS Preface D. Ruan, P. D'hondt, P. Govaerts and E. E. Kerre xi Invited Opening Lecture Fuzzy Algorithmic and Knowledge-Based Decision Support in Nuclear Engineering 1 H.-J. Zimmermann PARTI: SOFT COMPUTING TECHNIQUES 9 On the Concept of a Linguistic Variable (Invited) 11 E. E. Kerre A Note on Mamdani Controllers 22 B. De Baets Minimization the Number of Rules in Fuzzy Relational Models 29 /. G. Perfilieva Why Fuzzy Controllers Should Be Fuzzy 34 A. Nowe A Parallel Approach for the Automatic Generation of Fuzzy Systems 41 L. Chen, X. Zhang and Y. He The Fuzzy Control of Fully-Mechanized Coal Face Production Capacity 49 L. Wang, Y. Wang and M. Wang Self-Learning Fuzzy Logic Controllers Based on Reinforcement 55 Z Wang, S. Shao andj. Ding The Simplifying Role of Pure and Stable Sets in Induced Possibilities and Necessities 60 E. Tsiporkova Fuzzy Metric Space and Its Completeness 70 J. Han and X. Zhang

3 Fuzzy Commutative Algebra and Its Application in Mechanical Engineering 75 J. Han, H. Song and R. Peng Application of the Concept of Local Equilibrium to Solve the Fokker-Planck Equation 82 G. Resconi, A. J. van der Wai and D. Ruan Problem-Solving with Multiple Interdependent Criteria: Better Solutions to Complex Problems (Invited) 89 C. Carlsson and R. Fuller Recent Advances in Fuzzy Preference Modelling 98 B. Van de Walle, B. De Baets and E. E. Kerre The Problem of Defining Non Deterministic Aggregation Operators (Invited) 105 V. Cutello and J. Montero On Defining and Computing Fuzzy Kernels on L-Valued Simple Graphs (Invited) 113 R. Bisdorff and M. Roubens Dom FLIP W. Hendrysiak, A. Raggl and W. Slany Now Comes the Time to Defuzzify Neuro-Fuzzy Models (Invited) 130 H. Bersini and G. Bontempi Algebraic Neural Network 140 G. Resconi and A. Raymondi An Extended Fuzzy Neural Network 145 X. Li, D. Ruan and C. Huang Dynamic Training Algorithm for Dynamic Neural Networks 153 Y. Tan, A. Van Cauwenberghe and Z Liu A New Method of Machine Vision Preprocessing Based on Cellular Neural Networks 160 J. Wang, L. Zhao, F. Zeng and G. Huang

4 A Novel Neural Network for Multiproject Programming with Limited Resources 167 L. Zhao, J. Wang, F. Zeng and G. Huang Experiments on Fault Tolerance of Artificial Neural Networks Implemented by Means of a Transputer 174 R. Velazco, Ph. Cheynet, A. Assoum and F. Bezerra A Genetic Approach to Image Reconstruction in Computerized Tomography 181 C. O. Turcanu, T. Craciunescu, C. Niculae and L. Alecu PART 2: INTELLIGENT ENGINEERING SYSTEMS 187 Functional Modelling for Integration of Human-Software-Hardware in Complex Physical Systems (Invited) 189 M. Modarres Identification of Hidden Failures in Control Systems: A Functional Modeling Approach 205 A. Jalashgar and M. Modarres An Entropy Based Method for Computing Software Structural Complexity 214 /. L. Roca An Approach to Incremental Fuzzy Modelling of Dynamic Behavior of Functions in Complex Systems 224 K. Ouliddren and A. Nowe Handling Data Redundancy and Update Anomalies in Fuzzy Relational Databases G. Chen and E. E. Kerre 233 System Reliability Analysis with Natural Language and Expert's Subjectivity 243 T. Onisawa Obtaining Reliability and Safety Assessments on the Basis of Non-Probabilistic Methods 250 /. O. Kozin and K. E. Petersen Self-Tuning of Fuzzy Logic Controllers in Cascade Loops 258 M. Santos, J. M. de la Cruz and S. Dormido

5 The Methods and Algorithms for Designing Complex Three-Dimensional Robots 265 A. E. Solovjev and V. B. Naumov Construction of Classification Function in Diesel Engine Fault Diagnosis 270 H. Yu, K. Zou andd. Ruan Kalman-Fuzzy Neural Algorithm in Short Term Load Forecasting R. Shah Baki, H. Saibon and K. L. Lo PART 3: NUCLEAR APPLICATIONS 283 Applying the Transferable Belief Model to Diagnostic Problems (Invited) 285 P. Smets Clustering and Retrieving Information in Nuclear Science for Decision-Support Techniques 293 S. K. Dulin and I. A. Kiselev Uncertainties under Emergency Conditions and Possible Application of Fuzzy Theory for Nuclear Safety (Invited) 299 Y. Nishiwaki Application of Fuzzy Decision Making to Countermeasure Strategies After a Nuclear Accident 308 X. Liu and D. Ruan Process Monitoring by Combining Several Signal-Analysis Results Using Fuzzy Logic 316 H. Schoonewelle, T. H. J. J. van der Hagen and J. E. Hoogenboom Optimal Selections for Shielding Materials by Using Fuzzy Linear Programming 323 Y. Kanai, T. Miura, N. Odano and S. Sugasawa A Fuzzy Control Algorithm for a Mobile Robot to Move Pass Obstacles 329 B. -S. Moon and J. Lee Experiments of Fuzzy Logic Control on a Nuclear Research Reactor 336 Z Liu and D. Ruan

6 Self-Tuning Fuzzy Logic Nuclear Reactor Controller 349 A. Sharif Heger, Mo Jamshidi andn. K. Alang-Rashid Intelligent Engineering & Technology for Nuclear Power Plant Operation (Invited) 359 P.P. Wang and X. L. Gu Improved Method for Incipient Multiple Fault Diagnosis with Application to Nuclear Power Plant 365 H.-Y. Chung, I.-S. Park and Z. Bien Fuzzy Logic Utilization for the Diagnosis of Metallic Loose Part Impact in Nuclear Power Plant 372 Y.-G. Oh, H.-P. Hong, Han, C.-S. Chun and B.-K. Kim A Fuzzy Controller for NPPs 379 G. H. Schildt AI-Based Alarm Processing for a Nuclear Power Plant 388 N. J. Na, I. S. Kim, J. T. Kim, I. K. Hwang, D. Y. Lee and C. S. Ham Expert Environment for the Development of Nuclear Power Plants Failure Diagnosis Systems 395 P. N. Guido, S. Oggianu, A. Etchepareborda and O. Fernandez Integrating Information in a Real-Time Data Visualization System on Nuclear Power Plant 401 E. G. Galdoz, H. R. Fontanini and E. R. Tapia Author Index 407