Considering manufacturing cost and scheduling performance on a CNC turning machine |
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Authors: | Sinan Gurel M Selim Akturk |
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Institution: | Department of Industrial Engineering, Bilkent University, 06800 Bilkent, Ankara, Turkey |
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Abstract: | A well known industry application that allows controllable processing times is the manufacturing operations on CNC machines. For each turning operation as an example, there is a nonlinear relationship between the manufacturing cost and its required processing time on a CNC turning machine. If we consider total manufacturing cost (F1) and total weighted completion time (F2) objectives simultaneously on a single CNC machine, making appropriate processing time decisions is as critical as making job sequencing decisions. We first give an effective model for the problem of minimizing F1 subject to a given F2 level. We deduce some optimality properties for this problem. Based on these properties, we propose a heuristic algorithm to generate an approximate set of efficient solutions. Our computational results indicate that the proposed algorithm performs better than the GAMS/MINOS commercial solver both in terms of solution quality and computational requirements such that the average CPU time is only 8% of the time required by the GAMS/MINOS. |
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Keywords: | Scheduling Bicriteria optimization Controllable processing times CNC machines Manufacturing cost Total weighted completion time |
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