Comparative Analysis of Conventional and Non-Conventional Optimisation Techniques for CNC Turning Process |
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Authors: | R Saravanan P Asokan M Sachithanandam |
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Affiliation: | (1) Department of Mechanical Engineering, Shanmugha College of Engineering, Thanjavur, India, IN;(2) Department of Production Engineering and Management Studies, Regional Engineering College, Tirchirapalli, India, IN |
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Abstract: | This paper describes various optimisation procedures for solving the CNC turning problem to find the optimum operating parameters
such as cutting speed and feedrate. Total production time is considered as the objective function, subject to constraints
such as cutting force, power, tool–chip interface temperature and surface roughness of the product. Conventional optimisation
techniques such as the Nelder Mead simplex method and the boundary search procedure, and non-conventional techniques such
as genetic algorithms and simulated annealing are employed in this work. An example is given to illustrate the working procedures
for determining the optimum operating parameters. Results are compared and their performances are analysed. |
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Keywords: | ,Boundary search procedure, Genetic algorithm, Nelder Mead simplex method, Optimisation, Simulated annealing |
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