Vol 7, No 5 (2016) > Industrial Engineering >

An Integrated Optimization Model for Product Design and Production Allocation in a Make to Order Manufacturing System

Cucuk Nur Rosyidi, Ani Fatmawati, Wakhid Ahmad Jauhari


Abstract: A mechanical assembly consists of several components to perform an intended function. At the design stage, the intended function must be converted into critical product dimensions. After determining the dimensions, a designer must determine the assembly tolerance and allocate this tolerance to the tolerances of the corresponding components. After determining the optimal tolerances, process selection must be conducted along with production allocation to the selected process. There are three aspects in commercial competition that must be considered by a manufacturing company: cost, quality, and delivery. The aim of this research is to develop an optimization model for process selection for a make to order company to minimize manufacturing cost, quality loss, and lateness cost. The model attempts to determine optimal tolerance and production allocation, which takes into consideration the production capacity and process sequence. Hence, the model attempts to include not only the product design decision, but also to solve the process selection and allocation problems. A numerical example is provided to show the implementation of the model.
Keywords: Integrated optimization; Make to order; Production allocation; Product design

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Cali, J., 1993. TQM for Purchasing Management. McGraw-Hill, New York

Cao, Y., Mao, J., Ching, H., Yang, J., 2009. A Robust Tolerance Optimization Method based on Fuzzy Quality Loss. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Volume 223, pp. 2647–2653

Chase, K.W., Greenwood, W.H., Loosli, B.G., Hauglund, L.F., 1990. Least Cost Tolerance Allocation for Mechanical Assemblies with Automated Process Selection. Manufacturing Review, Volume 3(1), pp. 49–59

Chen, C-S., Mestry, S., Damodaran, P., Wang, C., 2009. The Capacity Planning Problem in Make to Order Enterprises. Mathematical and Computer Modelling, Volume 50, pp. 1461–1473

Delaney, K.D., Phelan, P., 2008. Design Improvement using Process Capability Data. Journal of Material Processsing Technology, Volume 209, pp. 619–624

Feng, C-X., Balusu, R., 1999. Robust Tolerance Design Considering Process Capability and Quality Loss. Conceptual and Innovative Design for Manufacturing Volume 103, pp.1–14, ASME Press, New York

Feng, C.X., Wang, J., Wang, J.S., 2001. An Optimization Model for Concurrent Selection of Tolerances and Supplier. Computers & Industrial Engineering, Volume 40, pp.15–33

Irianto, D., Rahmat, D., 2008. A Model for Optimizing Process Selection for MTO Manufacturer with Appraisal Cost. Proceedings of The 9th Asia Pasific Industrial Engineering & Management System Conference, pp. 220–225

Kaya, I., Kahraman, C., 2011. Fuzzy Process Capability Indices with Asymmetric Tolerances. Expert Systems with Applications, Volume 38, pp. 14882–14890

Kazancioglu, E., Saitou, K., 2006. Multi-Period Production Capacity Planning for Integrated Product and Production System Design. Proceeding of the 2006 IEEE International Conference on Automation Science and Engineering, Shanghai China

Ming, X.G., Mak, K.L., 2001. Intelligent Approaches to Tolerance Allocation and Manufacturing Operations Selection in Process Planning. Journal of Materials Processing Technology, Volume 117, pp. 75–83

Mitra, A., 1998. Fundamentals of Quality Control and Improvement. Prentice-Hall. New Jersey

Mustajib, M.I., Irianto, D., 2010. An Integrated Model for Process Selection and Quality Improvement in Multi-stage Process. Journal of Advanced Manufacturing Systems, Volume 9(1), pp. 31–48

Muthu, P., Dhanalakshmi, V., Sankaranarayanasamy, K., 2009. Optimal Tolerance Design of Assembly for Minimum Quality Loss and Manufacturing Cost using Metaheuristic Algorithms. International Journal of Advanced Manufacturing Technology, Volume 44, pp. 1154–1164

Pinedo, M.L., 2008. Scheduling: Theory, Algorithms, and System Third Edition. Springer

Rosyidi, C.N., Irianto, D.I., Toha, I.S., 2009. Prioritizing Key Characteristics. Journal of Advanced Manufacturing Systems, Volume 8(1), pp. 57–70

Rosyidi, C.N., Jauhari, W.A., Sabatini, N., 2013. Simultaneous Component and Tolerance Allocation Through Suppliers’ Selection Considering Technological Capability and Production Capacity to Minimise Purchasing Cost and Quality Loss. International Journal of Economics and Globalisation. Volume 5(4), pp. 302–311

Rosyidi, C.N., Akbar, R.R., Jauhari, W.A., 2014. Make or Buy Analysis Model based on Tolerance Design to Minimize Manufacturing Cost and Quality Loss. Makara Journal of Technology, Volume 18(2) pp. 86–90

Singh, P., Jain, S.C., Jain, P.K., 2005. Advanced Optimal Tolerance Design of Mechanical Assemblies with Interrelated Dimension Chains and Proces Precision Limits. Computers in Industry, Volume 56, pp. 179–194

Sivakumar, K., Balamurugan, C., Ramabalan, S., 2011. Simultaneous

Optimal Selection of Design and Manufacturing Tolerances with Alternative Manufacturing Process Selection. Computer-Aided Design, Volume 43, pp. 207–218

Wei, Y-F., 2001. Concurrent Design for Optimal Quality and Cycle Time. Dissertation Department of Mechanical Engineering, Massachusetts Institute of Technology

Zhang, C., Wang, H.P., Li, J.K., 1992. Simultaneous Optimization of Design and Manufacturing-Tolerances with Process (Machine) Selection. Annals of the CIRP, Volume 41(1), pp. 569–572