Proposal and evaluation of a KBE‐RM selection system

Purpose – The purpose of this paper is to propose and evaluate a novel tool for the assessment and selection of rapid prototyping (RP)/manufacturing (RM) systems as alternative processes for low‐volume production in the machinery and equipment design sector. By analysing previous RP/RM selectors, this research addresses the necessary factors that a knowledge‐based engineering (KBE) system must include for the analysis, comparison and ranking of candidate technologies.Design/methodology/approach – This research starts with the analysis of previous KBE solutions for RP/RM process selection, then a new KBE tool is proposed through the integration of artificial intelligence tools such as fuzzy logic, artificial neural networks (ANNs) and relational databases. Three case studies, provided by a Spanish machinery design centre, are used in order to measure the suitability of the proposed system for the assessment of real designs of special purpose mechanical parts.Findings – The paper reports several improvement...

[1]  R. I. Campbell,et al.  Creating a database of rapid prototyping system capabilities , 1996 .

[2]  Han Tong Loh,et al.  Benchmarking for decision making in rapid prototyping systems , 2005, IEEE International Conference on Automation Science and Engineering, 2005..

[3]  Joaquim Ciurana,et al.  Pursuing successful rapid manufacturing: a users' best‐practices approach , 2008 .

[4]  Joaquim Ciurana,et al.  Neural-network-based model for build-time estimation in selective laser sintering , 2009 .

[5]  Terry Wohlers,et al.  Rapid Prototyping: State of the Art , 2003 .

[6]  Anath Fischer,et al.  New Trends in Rapid Product Development , 2002 .

[7]  Syed H. Masood,et al.  The IRIS rapid prototyping system selector for educational and manufacturing users , 2002 .

[8]  Richard J.M. Hague,et al.  Cost estimation for rapid manufacturing ’ simultaneous production of mixed components using laser sintering , 2007 .

[9]  Richard J.M. Hague,et al.  Cost estimation for rapid manufacturing - laser sintering production for low to medium volumes , 2006 .

[10]  R. Schmidt,et al.  Review of F-111 Structural Materials , 2001 .

[11]  David W. Rosen,et al.  Selection for Rapid Manufacturing Under Epistemic Uncertainty , 2005 .

[12]  Darrell K. Phillipson Rapid Prototyping Machine Selection Program. , 1997 .

[13]  Robert Brown,et al.  Development of a rapid prototyping design advice system , 1999, J. Intell. Manuf..

[14]  Uwe Kaschka,et al.  Selection and evaluation of rapid tooling process chains with Protool , 2000 .

[15]  Syed H. Masood,et al.  A rule based expert system for rapid prototyping system selection , 2002 .