Artificial Intelligence and Design: A Mechanical Engineering View

Most AI research into design has been based on or directed to the electrical circuit domain. This paper presents a mechanical engineer's view. Design of mechanical parts and products differs from design of electrical circuits in several fundamental ways: materials selection, sensitivity to manufacturing issues, non-modularity, high coupling of form and function, and especially the role of 3-D geometry. These differences, and the role of analysis in mechanical design, are discussed. A model for design is also presented based on the basically iterative nature of the design process. A brief summary of the related research at the University of Massachusetts into application of AI to mechanical design is included.

[1]  Clive L. Dym,et al.  PRIDE: An Expert System for the Design of Paper Handling Systems , 1986, Computer.

[2]  Jack Mostow,et al.  Toward Better Models of the Design Process , 1985, AI Mag..

[3]  David C. Brown,et al.  Types of Constraints in Routine Design Problem-Solving , 1986 .

[4]  Paul R. Cohen,et al.  Dominic: A Domain-Independent Program for Mechanical Engineering Design , 1986, Artif. Intell. Eng..

[5]  Michael J. Pratt,et al.  Solid Modeling and the Interface Between Design and Manufacture , 1984, IEEE Computer Graphics and Applications.

[6]  David C. Brown,et al.  Failure handling in a design expert system , 1985 .

[7]  Tom M. Mitchell,et al.  An Intelligent Aid for Circuit Redesign , 1983, AAAI.

[8]  John McDermott.  Domain Knowledge and the Design Process , 1981, DAC 1981.

[9]  Gerald Jay Sussman,et al.  Propagation of constraints applied to circuit synthesis , 1980 .

[10]  Gerald Jay Sussman,et al.  SLICES: At the Boundary Between Analysis and Synthesis , 1977 .

[11]  Paul R. Cohen,et al.  An Architecture for Application of Artificial Intelligence to Design , 1984, 21st Design Automation Conference Proceedings.

[12]  Mark Richard Henderson.  EXTRACTION OF FEATURE INFORMATION FROM THREE-DIMENSIONAL CAD DATA , 1984 .

[13]  David C. Brown,et al.  Knowledge and Control for a Mechanical Design Expert System , 1986, Computer.

[14]  S. Jiaoying,et al.  Artificial intelligence in computer aided design , 1987 .

[15]  Tom Mitchell,et al.  The Redesign System: A Knowledge-Based Approach to VLSI CAD , 1985, IEEE Design & Test of Computers.

[16]  John McDermott,et al.  Domain Knowledge and the Design Process , 1981, 18th Design Automation Conference.

[17]  David C. Brown,et al.  An Approach to Expert Systems for Mechanical Design. , 1983 .

[18]  Harold Brown,et al.  Palladio: An exploratory environment for circuit design , 1983, Computer.

[19]  Robert S. Engelmore,et al.  SACON: A Knowledge-Based Consultant for Structural Analysis , 1979, IJCAI.

[20]  Gerald Jay Sueeaan.  Electrical design: a problem for artificial intelligence research , 1977, IJCAI 1977.

[21]  Gordon Lindsay Glegg,et al.  The science of design , 1973 .

[22]  Gerald J. Sussman,et al.  Electrical Design: A Problem for Artificial Intelligence Research , 1977, IJCAI.

[23]  John P. McDermott,et al.  R1: A Rule-Based Configurer of Computer Systems , 1982, Artif. Intell..

[24]  Clive L. Dym.  Applications of knowledge-based systems to engineering analysis and design : presented at the Winter Annual Meeting of the American Society of Mechanical Engineers, Miami Beach, Florida, November 17-22, 1985 , 1985 .