A knowledge-based system for CAD in automatic control and signal processing

The use of knowledge-based systems (KBS) for CAD in automatic control and signal processing is discussed. Two applications of such systems are considered: user help for applying a CAD package (method selection, parameter tuning, evaluation of results, and design validation), and intelligent (or expert) filtering, identification, and control. The functionalities and the architecture of a KBS for CAD in automatic control and signal processing are described. This architecture includes a human-machine interface, CAD software, a rule-base partitioned in several rule sets, and an inference engine. The organization and implementation of the knowledge base by means of the expert system generator SMECI are presented.<<ETX>>

[1]  Fernando Gomide,et al.  Expert System Identification: The Supervisory Approach , 1988 .

[2]  Manfred Morari,et al.  ROBEX: An Expert System for Robust Control Design , 1987 .

[3]  James H. Taylor,et al.  AN EXPERT SYSTEM ARCHITECTURE FOR COPING WITH COMPLEXITY IN COMPUTER-AIDED CONTROL ENGINEERING , 1985 .

[4]  Claude Gomez,et al.  Towards an expert system in stochastic control : The Hamilton-Jacobi equation part , 1984 .

[5]  Lowell B. Hawkinson,et al.  Expert Control , 1985, 1985 American Control Conference.

[6]  Rafael Sanz,et al.  A Rule Based Inference Method for Supervision of Self-Tuning Controllers by Using Microcomputers , 1986 .

[7]  S. P. Sanoff,et al.  Expert Identification and Control , 1985 .

[8]  Gary Lamont,et al.  The role of artificial intelligence in computer-aided design of control systems , 1987, 26th IEEE Conference on Decision and Control.

[9]  Karl-Erik Årzén,et al.  Expert control , 1986, at - Automatisierungstechnik.

[10]  D. G. Fisher,et al.  AI application for process regulation and servo control , 1987 .

[11]  J.H. Taylor,et al.  An expert system architecture for computer-aided control engineering , 1984, Proceedings of the IEEE.

[12]  Rolf Isermann,et al.  Parameter-adaptive control with configuration aids and supervision functions , 1985, Autom..

[13]  Karl-Erik Arzen,et al.  Use of Expert Systems in Closed Loop Feedback Control , 1986, 1986 American Control Conference.

[14]  Thomas L. Trankle,et al.  Expert System Architecture for Control System Design , 1986, 1986 American Control Conference.

[15]  B. Porter,et al.  Real-time expert tuners for PI controllers , 1987 .

[16]  M.A. da Silva,et al.  A rule based procedure for self-tuning PID controllers , 1988, Proceedings of the 27th IEEE Conference on Decision and Control.

[17]  Michael Athans,et al.  EXPERT SYSTEMS TECHNIQUES IN A COMPUTER-BASED CONTROL SYSTEM ANALYSIS AND DESIGN ENVIRONMENT , 1985 .

[18]  S. Abu el Ata-Doss,et al.  Supervision of Controlled Processes in Non-Stationary Conditions , 1985 .

[19]  Brian P. Butz,et al.  An expert system for control system design , 1990, Proceedings. 5th IEEE International Symposium on Intelligent Control 1990.

[20]  James Taylor,et al.  Rule-based real-time control systems , 1987, 26th IEEE Conference on Decision and Control.

[21]  James H. Taylor,et al.  Use of expert-systems programming techniques for the design of lead-lag compensators , 1987 .

[22]  T. Yamakawa Stablization of an inverted pendulum by a high-speed fuzzy logic controller hardware system , 1989 .

[23]  R.L. Kashyap,et al.  Designing Control Systems with Knowledge , 1987, 1987 American Control Conference.

[24]  Karl-Erik Årzén,et al.  Expert Systems for Process Control , 1986 .

[25]  Ad van den Boom CADCS Developments in Europe , 1988 .

[26]  Piero P. Bonissone,et al.  A Retrospective View of CACE-III: Considerations in Coordinating Symbolic and Numeric Computation in a Rule-Based Expert System , 1985, CAIA.

[27]  James H. Taylor Expert-aided Environments for CAE of Control Systems , 1988 .

[28]  D. Pregibon,et al.  REX: an Expert System for Regression Analysis , 1984 .

[29]  J. Douglas Birdwell An Expert System can Aid in the Evolution of a Design Methodology , 1987, 1987 American Control Conference.

[30]  G.L. Blankenship,et al.  An Expert System using Computer Algebra for Design of Nonlinear Control Systems , 1986, 1986 American Control Conference.

[31]  P. Hietala How to Assist an Inexperienced User in the Preliminary Analysis of Time Series: First Version of the Estes Expert System , 1986 .

[32]  Robert F. Stengel,et al.  An Architecture for Real-Time Rule-Based Control , 1987, 1987 American Control Conference.

[33]  G. Blankenship,et al.  Computer Algebra for Analysis and Design of Nonlinear Control Systems , 1987, 1987 American Control Conference.