Abstract
The main thrust of this research is in developing aknowledge-based system for the design of components for a material processing system. In particular, this paper concentrates on developing methodologies forinitial design andredesign in a quantitative and qualitative format. A die for plastic extrusion has been selected as the subject material processing component. A design algorithm using best first heuristic search and expert knowledge, both in procedural and declarative form, is the core of the scheme. Apart from this expert, the suggestedselection procedure for candidate design is also seen to accelerate the design scheme. The methodologies presented enableefficient design of the component. Some generality has been accomplished by the implementation of the techniques to dies of different cross-sectional shapes. The software is written inLisp within an object-oriented software package using analysis modules written in C.
Similar content being viewed by others
References
Weiss, S.M.; Kulikowski, C.A. (1984) A Practical Guide to Designing Expert Systems, Rowman & Allanheld, Totowa, NJ
Lu, S.C.Y. (1985) Application of knowledge-based system in automated manufacturing, ASME International Computers in Engineering Conference, Boston, Massachusetts, 1, 425–431
Deitz, D. (1988) Tools for total quality, Computers in Mechanical Engineering, July/Augst, 8–13
Brown, D.C.; Chandrasekaran, B. (1983) An approach to expert systems for mechanical design, Trends and Applications, National Bureau of Standards, Gaithersburg, Maryland, IEEE Computer Society
Brown, D.C. (1985) Capturing mechanical design knowledge, International Computers in Engineering Conference, New York, ASME
Dixon, J.R.; Howe, A.; Cohen, P.R.; Simmons, M.K. (1986) Dominic-I: progress towards domain independence in design by iterative redesign, Computers in Engineering, 199–206
Orelup, M.F.; Dixon, J.R.; Simmons, M.K. (1987) Dominic-II: more progress towards domain independent design by iterative redesign, Proceedings of the Winter Annual Meeting of the ASME, Boston, Massachusetts, 25, December, 67–80
Akagi, S., Fujita, K. (1988) Building an expert system for engineering design based on the object-oriented knowledge representation concept, Proceedings of the 1988 ASME Design Technology Conference—the Design Automation Conference, 14, 287–296
Akagi, S.; Fujita, K.; Kubonishi, H. (1988) Building an expert system for power plant design, Proceedings of the 1988 ASME Design Technology Conferences — the Design Automation Conference, 14, 297–302
Russo, C.; Nicklaus, D.; Tong, S. (1987) Initial User Experience with an Artificial Intelligence Program for the Preliminary Design of Centrifugal Compressors, ASME Paper 87-GT-217, June
Mostow, J.; Steinberg, L.I.; Langrana, N.A.; Tong, C. (1988) A domain-independent model of knowledge-based design, Proceedings of the NSF Design Theory and Methodology Workshop, Troy, New York, June
Ramachandran, N. (1990) Knowledge-based aids for iterative design process, PhD Thesis, Department of Mechanical and Aerospace Engineering, Rutgers University, January
Baya, V.; Langrana, N.A.; Jaluria, Y. (1989) Design of a die in an extrusion manufacturing process, Computers in Engineering Conference and Exposition, Anaheim, California, July–August, ASME
Baya, V.; Langrana, N.A.; Jaluria, Y.; Steinberg, L.I. (1989) A partially decoupled design system: extrusion manufacturing process, ASME Winter Annual Meeting, Design Division, December
Steinberg, L.I. (1987) Design=refinement plus constraint propagation plus what? Proceedings of the IEEE Systems, Man, and Cybernatics Conference, Alexandria, Virginia, October
Steinberg, L.I. (1987) Design as refinement plus constraint propagation: the VEXED experience, Proceedings of AAAI-87, Seattle, Washington, July
Lee, H.; Kwon, T.H. (1989) Heuristic redesign and rule formulation for complex engineering design, Proceedings of the NSF Engineering Design Research Conference, Amherst, Massachusetts, June
Viswanath, R.; Jaluria, Y. (1991) Knowledge-based system for the computer aided design of ingot casting processes, Engineering with Computers, 7, 109–120
Jaluria, Y.; Lombardi, D. (1991) Use of expert systems in the design of thermal equipment and processes, Research in Engineering Design, 2, 239–253
Lombardi, D.; Jaluria, Y.; Viswanath, R. (1992) Simulation of the transport processes in a thermal manufacturing system using symbolic computation, Engineering Applications of Artificial Intelligence, 5, 155–166
Ramachandran, N.; Langrana, N.A.; Steinberg, L.I. (1990) Initial design strategies for iterative design, Proceedings of the IInd Design Theory and Methodology Conference, September, J. Rinderle (Editor), ASME
Ramachandran, N.; Langrana, N.A.; Steinberg, L.I.; Jamalabad, V.R. (1992) Initial design strategies for iterative design, Research in Engineering Design, 4, 159–169
Kwon, T.H.; Shen, S.F.; Wang, K.K. (1986) Pressure drop of polymeric melts in conical converging flow: experiments and predictions, Polymer Engineering and Science, 26, 214–224
Rauwendaal, C. (1986) Polymer Extrusion, Macmillan Publishing, New York
Michaeli, W. (1984) Extrusion Dies, Macmillan Publishing, New York
Throne, J.L. (1989) Polymer Processing, Marcel Dekker, New York
Fisher, E.G. (1976) Extrusion of Plastics, Wiley, New York
Fenner, R.T. (1979) Principles of Polymer Processing, Chemical Publishing, New York
Gopalakrishna, S.; Jaluria, Y.; Karwe, M.V. (1992) Heat and mass transfer in a single-screw extruder for non-Newtonian materials, International Journal of Heat and Mass Transfer, 35, 221–237
Gupta, M.; Jaluria, Y.; Sernas, V.; Esseghir, M.; Kwon, T.H. (1992) Numerical and experimental investigations of 3D flow in extrusion dies, Polymer Engineering and Science, 33, 393–399.
Jamalabad, V.R.; (1990) Heuristic design of engineering process components, Master's Thesis, Department of Mechanical and Aerospace Engineering, Rutgers University, July
Jamalabad, V.R.; Langrana, N.A.; Jaluria, Y. (1990) Heuristic design of a material processing component, Proceedings of the IInd Design Theory and Methodology Conference, September, J. Rinderle (Editor). ASME
Nilsson, N.J. (1983) Principles of Artificial Intelligence, Morgan Kaufmann, Los Altos, California
Karwe, M.V.; Jaluria, Y. (1990) Numerical simulation of fluid flow and heat transfer in a single screw extruder for non-Newtonian fluids, Numerical Heat Transfer, 17, 167–190
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Jamalabad, V.R., Langrana, N.A. & Jaluria, Y. Rule-based design of a material processing component. Engineering with Computers 10, 81–94 (1994). https://doi.org/10.1007/BF01200179
Issue Date:
DOI: https://doi.org/10.1007/BF01200179