Computer-aided optimization of multi-pass turning operations for continuous forms on CNC lathes

The Computer Numerical Control (CNC) machine is one of the most effective production facilities used in manufacturing industry. Determining the optimal machining parameters is essential in the machining process planning since the machining parameters significantly affect production cost and quality of machined parts. Previous studies involving machining optimization of turning operations concentrated primarily on developing machining models for bar components. Machined parts on the CNC lathes, however, typically have continuous forms. In this study, we formulate an optimization model for turned parts with continuous forms. Also, a stochastic optimization method based on the simulated annealing algorithm and the pattern search is applied to solve this machining optimization problem. Finally, the applications of the developed machining model and the proposed optimization algorithm are established through the numerical examples.

[1]  Richard A. Wysk,et al.  Computer-aided manufacturing , 1991 .

[2]  J. S. Agapiou,et al.  The Optimization of Machining Operations Based on a Combined Criterion, Part 1: The Use of Combined Objectives in Single-Pass Operations , 1992 .

[3]  C. D. Gelatt,et al.  Optimization by Simulated Annealing , 1983, Science.

[4]  Robert Hooke,et al.  `` Direct Search'' Solution of Numerical and Statistical Problems , 1961, JACM.

[5]  R.M.D. Mesquita,et al.  Computer-aided selection of optimum machining parameters in multipass turning , 1995 .

[6]  P. K. Kee Development of computer-aided machining optimisation for multi-pass rough turning operations , 1994 .

[7]  Christos Koulamas,et al.  A survey of simulated annealing applications to operations research problems , 1994 .

[8]  J. S. Agapiou The Optimization of Machining Operations Based on a Combined Criterion, Part 2: Multipass Operations , 1992 .

[9]  Inyong Ham,et al.  Regression Analysis for Predicting Surface Finish and Its Application in the Determination of Optimum Machining Conditions , 1970 .

[10]  Roger M. Y. Ho,et al.  Goal programming and extensions , 1976 .

[11]  N. E. Collins,et al.  Simulated annealing - an annotated bibliography , 1988 .

[12]  Abdelghani Souilah,et al.  Simulated annealing for manufacturing systems layout design , 1995 .

[13]  N. Metropolis,et al.  Equation of State Calculations by Fast Computing Machines , 1953, Resonance.

[14]  Robert L. Bulfin,et al.  Simulated annealing for resource-constrained scheduling , 1993 .

[15]  R. V. Narang,et al.  Development of a framework to automate process planning functions and to determine machining parameters , 1993 .

[16]  R. M. Sundaram An application of goal programming technique in metal cutting , 1978 .

[17]  Rob A. Rutenbar,et al.  Simulated annealing algorithms: an overview , 1989, IEEE Circuits and Devices Magazine.

[18]  E. Armarego,et al.  The Machining of Metals , 1969 .

[19]  Sandro Ridella,et al.  Minimizing multimodal functions of continuous variables with the “simulated annealing” algorithmCorrigenda for this article is available here , 1987, TOMS.

[20]  G. K. Lal,et al.  Profit rate maximization in multipass turning with constraints : a geometric programming approach , 1994 .

[21]  J. W. Lee A study on the determination of actual cutting time in NC turning , 1988 .

[22]  R. C. Creese,et al.  A generalized multi-pass machining model for machining parameter selection in turning , 1995 .

[23]  Emile H. L. Aarts,et al.  Simulated Annealing: Theory and Applications , 1987, Mathematics and Its Applications.

[24]  A. Ravindran,et al.  Application of mathematical programming to metal cutting , 1979 .

[25]  D. S. Ermer,et al.  Optimization of Multipass Turning With Constraints , 1981 .

[26]  G. Boothroyd,et al.  Maximum Rate of Profit Criteria in Machining , 1976 .

[27]  Yung C. Shin,et al.  Optimization of machining conditions with practical constraints , 1992 .

[28]  Singiresu S Rao,et al.  Determination of Optimum Machining Conditions—Deterministic and Probabilistic Approaches , 1976 .

[29]  Bruce E. Hajek,et al.  Cooling Schedules for Optimal Annealing , 1988, Math. Oper. Res..

[30]  D. S. Ermer,et al.  Optimization of the Constrained Machining Economics Problem by Geometric Programming , 1971 .