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Simultaneous optimisation of conflicting responses for CNC turned parts using desirability function

Aman Aggarwal, Hari Singh, Pradeep Kumar and Manmohan Singh

International Journal of Manufacturing Technology and Management, 2009, vol. 18, issue 3, 319-332

Abstract: This paper optimises multiple characteristics (tool life, cutting force, surface roughness and power consumption) in CNC turning of AISI P-20 tool steel using desirability function. Four controllable factors of the turning process viz. cutting speed, feed, depth of cut and nose radius, were studied. Face centred central composite design was used for experimentation. Response surface methodology was used for modelling the responses. Desirability function was used for single response and multiple response optimisation. The functions are plotted giving equal weightage to all the four responses.

Keywords: CNC turning; face centred central composite design; tool steel; multi-response optimisation; desirability function; tool life; cutting force; surface roughness; power consumption; cutting speed; feed; depth of cut; nose radius; response surface methodology; RSM; modelling. (search for similar items in EconPapers)
Date: 2009
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