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Safety, reliability, and applications of emerging intelligent control technologies
a postprint volume from the IFAC workshop, Hong Kong, 12-14 December 1994
International Federation of Automatic Control
IFAC Workshop on Safety, Reliability, and Applications of Emerging Intelligent Control Technologies (1994 : Hong Kong, China)
Published for the International Federation of Automatic Control by Pergamon
1 online resource (vii, 231 pages) : illustrations
Increasingly, over the last few years, intelligent controllers have been incorporated into control systems. Presently, the numbers and types of intelligent controllers that contain variations of fuzzy logic, neural network, genetic algorithms or some other forms of knowledge based reasoning technology are dramatically rising. However, considering the stability of the system, when such controllers are included it is difficult to analyse and predict system behaviour under unexpected conditions. Leading researchers and industrial practitioners were able to discuss and evaluate current development and future research directions at the first IFAC International Workshop on safety, reliability and applications on emerging intelligent control technology. This publication contains the papers, covering a wide range of topics, presented at the workshop.
Safe AI -- Is This Possible? / M. G. Rodd -- Genetic Model-Reference Adaptive Control Systems Incorporating PID Controllers / B. Porter, A. H. Jones and S. S. Mohamed -- Fuzzy Control of Water Pressure Using Genetic Algorithm / K. S. Tang, K. F. Man and C. Y. Chan -- Genetic Tuning of Model-Reference Neural PID Controllers / A. H. Jones and B. Porter -- U.S. NRC Research and Digital Instrumentation and Control / L. Beltracchi -- An Approach to the Design of Expert Systems for Hard Real-Time Control / A. V. Jones and M. G. Rodd -- Intelligent Voting Strategies for Dependable Real-time Control Systems / P. R. Croll, J. M. Bass and P. J. Fleming -- A Neuro-Compensator for the Control of Robots by an Inertia-Related Control Approach / Q. Li, A. N. Poo and C. L. Teo -- Stochastic Tuning of a Spacecraft Controller Using Neural Networks / W. A. Wright -- Determining the Node Number of Neural Network Models / Z. D. Yuan and X. Wang -- Fail-Safe Stability for Neural Network Controlled Systems / Y. S. Hung and S. Lam -- Nonlinear Dilation Networks for Prediction Applications / T. W. S. Chow and C. T. Leung -- The Impact of Safety and Reliability Requirements on the Specification of Control Systems / L. Motus -- The Safety Implications of Emerging Software Paradigms / G. J. Suski, W. L. Persons and G. L. Johnson -- Fuzzy System as a Parameter Estimator of Nonlinear Dynamic Functions / Tay Teng Tiow and Tan Surya Wahidin
A Process Control and Diagnostic Tool Based on Continuous Fuzzy Petri Nets / R. Tang, G. K. H. Pang and S. S. Woo -- Actuator Saturation Compensation for Fuzzy Controllers / C. W. Chan, K. C. Cheung and K. L. Mak -- Analysis of Fuzzy Control Methodology Applied to DC-DC Converter Control / C. K. Li, Y. W. Chou and W. L. Lee -- Fuzzy Logic Based Behavior Fusion Strategy for Robot Navigation in Uncertain Environments / W. Li -- Linear and Nonlinear Models of Automated Vehicles Analysis and Experiments / R. M. H. Cheng, M. G. Mehrabi and A. Hemami -- Effective Development of Fuzzy-Logic Rules for Real-Time Control of Autonomous Vehicles / S. K. Tso and Y. H. Fung -- Design of a Controller with Feedforward Action for Path Tracking of Automated Vehicles / M. G. Mehrabi, R. M. H. Cheng and A. Hemami -- Advances in Neurofuzzy Algorithms for Real Time Modelling, Control and Estimation / C. J. Harris and M. Brown -- Static and Dynamic Preprocessing Methods in Neural Networks / A. C. Tsoi and A. Back -- Enhancing Aircraft Engine Condition Monitoring / M. Aznar Fernandez-Montesinos, P. Janssens and R. A. Vingerhoeds -- Parity Vector Compensation Using Non-Linear Filtering / D. Yan and H. Y. Zhang -- Automatic Fault-Tree Generation / B. D. Netten and R. A. Vingerhoeds -- Moving Window Method for Fault Detection and Classification Based on ART2 Neural Network / Z. X. Qin and H. Y. Zhang -- Fault Detection and Identification Using Neural Network and Fuzzy Logic / K. W. Lee and H. N. Lam
Fault Tolerant Management and Fuzzy Control of Integrated GPS/INS / L. Yan, Z. Song, Y. Fan and H. Y. Zhang -- Solving Power System Optimisation Problems Using Simulated Annealing / K. P. Wong -- Dynamic Voltage Security Assessment by Fuzzy Severity Index / S. K. Tso, T. X. Zhu, Q. Y. Zeng and K. L. Lo -- Intelligent Control of Mobile Robot / K. Z. He -- Robustness of Neural Network Model for the Thermal Dynamics in Buildings / J. Y. M. Cheung and G. S. Virk -- Modelling Failure Prone Flexible Manufacturing Systems / S. H. Choi, J. S. L. Lee, L. K. Chu, T. L. Lau, K. L. Mak, T. N. Wong and W. W. H. Yu -- A Multimedia Information Processing and Analyzing Expert System / Z. Miao, B. Yuan and Q. Ruan.
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL
digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL
Includes bibliographical references and index.
Oxford ; New York : Published for the International Federation of Automatic Control by Pergamon, 1995