Ti. Liu et al., DESIGN FOR MACHINING USING EXPERT-SYSTEM AND FUZZY-LOGIC APPROACH, Journal of materials engineering and performance, 4(5), 1995, pp. 599-609
Design for machining is an essential part of design for manufacturabil
ity (DFM). This paper presents a fuzzy logic expert system, SMARTDFM,
to help designers obtaining technical information about design for mac
hining. It can help design engineers to consider various machining asp
ects in the early stage of product design. A hierarchical structure ha
s been established for the knowledge base. This expert system can clas
sify all the components into different component shapes. The design gu
idelines and their justifications have been built into the expert syst
em. This system also offers graphic display for visualization of the p
roduct design. Backward chaining is used in the inference engine. This
system solves the uncertainty of the classification of component shap
es using fuzzy reasoning. The design engineers can obtain very special
ized guidelines and explanations about design for machining, such as c
omponent shapes, accuracy and surface finish, work material and standa
rdization, kinematic design, component assembly, etc. Furthermore, SMA
RTDFM offers the shortest path for all the questions so that design en
gineers can get the information about design for machining very quickl
y. In simple words, SMARTDFM can be used by design engineers to apply
design for machining principles efficiently and effectively.