Artificial Intelligence in Real-Time Control

This set of proceedings contains the most significant papers presented at the third IFAC Workshop on Artificial Intelligence in Real-time Control, which was held from September 23-25, 1991 in the USA. In this workshop, although there were still some "exotic" applications, a more practical view of the applications and limitations of current AI technology dominated the participants' discussions. With its resultant focus on reliability and safety considerations, the workshop posed as many questions as it answered. It provides an excellent mirror of the current state-of-the-art which these proceedings are intended to illustrate.

New Paradigms for AI in Real-time Systems
Towards Distributed Real-time Intelligence	p. 1
Artificial Intelligence in Hard Real Time - A New Paradigm Needed?	p. 9
Intelligent Real-Time Control
DICE: A Framework for Intelligent Real-time Control	p. 13
A Real Time Expert System Environment for Process Control	p. 19
Preprocessing Inputs for Adaptive Critic Control	p. 27
Temporal Reasoning
Knowledge-based Real Time Control: The Use of Abstraction to Satisfy Deadlines	p. 33
Model-based Diagnosis of Complex Systems: Structuring and Temporal Reasoning	p. 41
Explicit Clock Temporal Logic in Constraint Checking for Real-time Systems	p. 47
Methodology
Planning for Embedded Systems: A Real-time Prospective	p. 59
A Unifield Approximate Reasoning Approach for Real-time Expert Control System Applications	p. 69
Further Studies in A.I. Augmented Process Control using the Boxes Methodology	p. 75
Using ATMS Algorithms for Real-time Applications	p. 81
Architectures, Tools and Techniques
Software Tools for Distributed Intelligent Control Systems	p. 87
Sequential Function Charts for Knowledge-based, Real-time Applications	p. 91
Phase Space Navigator: Towards Automating Control Synthesis in Phase Spaces for Nonlinear Control Systems	p. 97
Natural Language Interface for Process Control Centers	p. 103
Neural-net Augmentation of Adaptive Predictive Control	p. 109
Knowledge Representation for Real-time On-line Industrial Inspection Systems	p. 115
Qualitative Reasoning
Model-based Alarm Analysis using MFM	p. 121
Structural Estimation with the Hybrid Phenomena Theory	p. 127
A Method of Inducing Rules for Fuzzy Controllers	p. 133
Applications
Recovery Boiler Intelligent Control	p. 139
FLANEX - A Flow Line Analyzing Expert System	p. 145
Applications of Intelligent Telerobotic Control	p. 149
Slab Reheating Furnace Temperature Control using AI	p. 153
Process Control System for Blast Furnace Based on Artificial Intelligence	p. 159
Author Index	p. 165
Keyword Index	p. 167
Table of Contents provided by Blackwell. All Rights Reserved.

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Artificial Intelligence in Real-Time Control : Proceedings of the 3rd IFAC Workshop, Rohnert Park, Sonoma County, California, U.S.A., 23-25 September 1991

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