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2022 | OriginalPaper | Buchkapitel

Cycle Time Reduction in CNC Turning Process Using Six Sigma Methodology – A Manufacturing Case Study

verfasst von : Kakarla Manoj, Biswajit Kar, Rajeev Agrawal, Vijay Kumar Manupati, José Machado

Erschienen in: Innovations in Mechanical Engineering

Verlag: Springer International Publishing

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Abstract

Six-Sigma, a data-driven methodology, employed to improve the process in terms of Defect reduction or process optimization. In this paper, an experimental study is presented optimizing the cutting parameters while machining of shoulder bolt in a Computer Numerical Control (CNC) turning machine to reduce the cycle time. This study identifies, the effects of cutting speed, feed rate and dwell time on Thread rolling diameter (TRD) in CNC turning machine that was experimentally investigated. The experimentation plan is designed using six sigma D-M-A-I-C methodology, and the subsequent statistical analysis has been done using Minitab-16 software. Shainin based variable search tool has been used to investigate the design parameters that contribute to the reduction of the cycle time and factorial plots are employed to determine the contribution of important parameters. Later, the optimal values for the best cutting conditions are proposed for industrial production using the formulated mathematical model. Finally, this paper documents the analysis and tasks performed that reduced cycle time which resulted in increased productivity and also in annual savings.

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Literatur
1.
Zurück zum Zitat Campanella. G., Ribeiro, R.A., Varela, M.L.R.: A model for B2B supplier selection. In: Melo Pinto, P., Couto, P., Serodio, C., et al. (eds.) EUROFUSE 2011: Workshop on Fuzzy Methods for Knowledge-Based Systems (2011). Adv. in Intell. and Soft Comp. Vol. 107, 221–228 (2011) Campanella. G., Ribeiro, R.A., Varela, M.L.R.: A model for B2B supplier selection. In: Melo Pinto, P., Couto, P., Serodio, C., et al. (eds.) EUROFUSE 2011: Workshop on Fuzzy Methods for Knowledge-Based Systems (2011). Adv. in Intell. and Soft Comp. Vol. 107, 221–228 (2011)
5.
Zurück zum Zitat Manupati, V.K., Gangal, C., Varela, M.L.R., Mobin, M.: Application of value stream mapping for cycle time reduction in production of link and roller assembly. Int. J. Serv. Oper. Manage. 33(2), 135–158 (2019) Manupati, V.K., Gangal, C., Varela, M.L.R., Mobin, M.: Application of value stream mapping for cycle time reduction in production of link and roller assembly. Int. J. Serv. Oper. Manage. 33(2), 135–158 (2019)
7.
Zurück zum Zitat Reddy, M.S., Ratnam, C., Agrawal, R., Varela, M.L.R., Sharma, I., Manupati, V.K.: Investigation of reconfiguration effect on makespan with social network method for flexible job shop scheduling problem. Comput. Indus. Eng. 110, 231–241 (2017)CrossRef Reddy, M.S., Ratnam, C., Agrawal, R., Varela, M.L.R., Sharma, I., Manupati, V.K.: Investigation of reconfiguration effect on makespan with social network method for flexible job shop scheduling problem. Comput. Indus. Eng. 110, 231–241 (2017)CrossRef
8.
Zurück zum Zitat Afrifa, J., et al.: Application of sigma metrics for the assessment of quality control in clinical chemistry laboratory in Ghana: a pilot study. Nigerian Med. J. 56(1), 54 (2015) Afrifa, J., et al.: Application of sigma metrics for the assessment of quality control in clinical chemistry laboratory in Ghana: a pilot study. Nigerian Med. J. 56(1), 54 (2015)
9.
Zurück zum Zitat Aksu, B., Baynal, K.: Shainin and Taguchi methods and their comparison on an application. In: International Symposium on Computing in Science & Engineering, pp. 801–809 (2010) Aksu, B., Baynal, K.: Shainin and Taguchi methods and their comparison on an application. In: International Symposium on Computing in Science & Engineering, pp. 801–809 (2010)
10.
Zurück zum Zitat Biswas, R.K., Masud, M.S., Kabir, E.: Shewhart control chart for individual measurement: an application in a weaving mill. In: Proceedings of the 2015 Melbourne International Business and Social Science Research Conference. Australian Academy of Business Leadership (2015) Biswas, R.K., Masud, M.S., Kabir, E.: Shewhart control chart for individual measurement: an application in a weaving mill. In: Proceedings of the 2015 Melbourne International Business and Social Science Research Conference. Australian Academy of Business Leadership (2015)
11.
Zurück zum Zitat Cronemyr, P.: DMAIC and DMADV-differences, similarities and synergies. Int. J. Six Sigma Compet. Adv. 3(3), 193–209 (2007) Cronemyr, P.: DMAIC and DMADV-differences, similarities and synergies. Int. J. Six Sigma Compet. Adv. 3(3), 193–209 (2007)
12.
Zurück zum Zitat Dixit, P.M., Dixit, U.S.: Metal forming and machining processes. In: Modeling of Metal Forming and Machining Processes: by Finite Element and Soft Computing Methods, pp. 1–32 (2008) Dixit, P.M., Dixit, U.S.: Metal forming and machining processes. In: Modeling of Metal Forming and Machining Processes: by Finite Element and Soft Computing Methods, pp. 1–32 (2008)
13.
Zurück zum Zitat Hespanha, J.P., Morse, A.S.: Stability of switched systems with average dwell-time. In: Proceedings of the 38th IEEE Conference on Decision and Control, vol. 3, pp. 2655–2660 (1999) Hespanha, J.P., Morse, A.S.: Stability of switched systems with average dwell-time. In: Proceedings of the 38th IEEE Conference on Decision and Control, vol. 3, pp. 2655–2660 (1999)
14.
Zurück zum Zitat Jones, M.B.: Organizational culture and knowledge management: an empirical investigation of US manufacturing firms, Nova Southeastern University (2009) Jones, M.B.: Organizational culture and knowledge management: an empirical investigation of US manufacturing firms, Nova Southeastern University (2009)
15.
Zurück zum Zitat Kabra, A., Agarwal, A., Agarwal, V., Goyal, S., Bangar, A.: Parametric optimization & modeling for surface roughness, feed and radial force of EN-19/ANSI-4140 Steel in CNC turning using taguchi and regression analysis method. Int. J. Eng. Res. Appl. (IJERA) 3(1), 1537–1544 (2013) Kabra, A., Agarwal, A., Agarwal, V., Goyal, S., Bangar, A.: Parametric optimization & modeling for surface roughness, feed and radial force of EN-19/ANSI-4140 Steel in CNC turning using taguchi and regression analysis method. Int. J. Eng. Res. Appl. (IJERA) 3(1), 1537–1544 (2013)
16.
Zurück zum Zitat Kackar, R.N.: Off-line quality control, parameter design, and the Taguchi method. In: Dehnad, K. (ed.) Quality Control, Robust Design, and the Taguchi Method, pp. 51–76. Springer, New York (1989) Kackar, R.N.: Off-line quality control, parameter design, and the Taguchi method. In: Dehnad, K. (ed.) Quality Control, Robust Design, and the Taguchi Method, pp. 51–76. Springer, New York (1989)
17.
Zurück zum Zitat Kackar, R.N.: Taguchi’s quality philosophy: analysis and commentary. In: Dehnad, K. (ed.) Quality Control, Robust Design, and the Taguchi Method, pp. 3–21. Springer, New York (1989) Kackar, R.N.: Taguchi’s quality philosophy: analysis and commentary. In: Dehnad, K. (ed.) Quality Control, Robust Design, and the Taguchi Method, pp. 3–21. Springer, New York (1989)
18.
Zurück zum Zitat Kurt, M., Bagci, E., Kaynak, Y.: Application of Taguchi methods in the optimization of cutting parameters for surface finish and hole diameter accuracy in dry drilling processes. Int. J. Adv. Manufact. Technol. 40(5), 458–469 (2009)CrossRef Kurt, M., Bagci, E., Kaynak, Y.: Application of Taguchi methods in the optimization of cutting parameters for surface finish and hole diameter accuracy in dry drilling processes. Int. J. Adv. Manufact. Technol. 40(5), 458–469 (2009)CrossRef
19.
Zurück zum Zitat Ledolter, J., Swersey, A.: Dorian Shainin’s variables search procedure: a critical assessment. J. Qual. Technol. 29(3), 237 (1997)CrossRef Ledolter, J., Swersey, A.: Dorian Shainin’s variables search procedure: a critical assessment. J. Qual. Technol. 29(3), 237 (1997)CrossRef
20.
Zurück zum Zitat Logesh, B., Aezhisai, M.S., Gandhi, N.M., Velmurugan, C.: Determining the influence of various cutting parameters on MRR In Lm6/Sic composites. Int. J. Indus. Eng. Des. 1(1), 11–17 (2016) Logesh, B., Aezhisai, M.S., Gandhi, N.M., Velmurugan, C.: Determining the influence of various cutting parameters on MRR In Lm6/Sic composites. Int. J. Indus. Eng. Des. 1(1), 11–17 (2016)
21.
Zurück zum Zitat Nalbant, M., Gökkaya, H., Sur, G.: Application of Taguchi method in the optimization of cutting parameters for surface roughness in turning. Mater. Des. 28(4), 1379–1385 (2007)CrossRef Nalbant, M., Gökkaya, H., Sur, G.: Application of Taguchi method in the optimization of cutting parameters for surface roughness in turning. Mater. Des. 28(4), 1379–1385 (2007)CrossRef
22.
Zurück zum Zitat Pamfilie, R., Petcu, A.J., Draghici, M.: The importance of leadership in driving a strategic Lean Six Sigma management. Procedia Soc. Behav. Sci. 58, 187–196 (2012)CrossRef Pamfilie, R., Petcu, A.J., Draghici, M.: The importance of leadership in driving a strategic Lean Six Sigma management. Procedia Soc. Behav. Sci. 58, 187–196 (2012)CrossRef
23.
Zurück zum Zitat Pande, P.S., Pepper, M.P.J., Spedding, T.A.: The evolution of lean six sigma. Int. J. Reliab. Manage. 27(2), 138–155 (2010) Pande, P.S., Pepper, M.P.J., Spedding, T.A.: The evolution of lean six sigma. Int. J. Reliab. Manage. 27(2), 138–155 (2010)
24.
Zurück zum Zitat Pande, P.S., Neuman, R.P., Cavanagh, R.R.: The Six Sigma Way: How GE, Motorola, and Other Top Companies Are Honing Their Performance. McGraw-Hill, New York (2000) Pande, P.S., Neuman, R.P., Cavanagh, R.R.: The Six Sigma Way: How GE, Motorola, and Other Top Companies Are Honing Their Performance. McGraw-Hill, New York (2000)
25.
Zurück zum Zitat Prashar, A.: Using shainin DOE for six sigma: an Indian case study. Prod. Plan. Control 27(2), 83–101 (2016)CrossRef Prashar, A.: Using shainin DOE for six sigma: an Indian case study. Prod. Plan. Control 27(2), 83–101 (2016)CrossRef
26.
Zurück zum Zitat Pyzdek, T., Keller, P.A.: The Six Sigma Handbook, p. 25. McGraw-Hill Education (2010) Pyzdek, T., Keller, P.A.: The Six Sigma Handbook, p. 25. McGraw-Hill Education (2010)
27.
Zurück zum Zitat Ramesh, V., Kodali, R.: A decision framework for maximizing lean manufacturing performance. Int. J. Prod. Res. 50(8), 2234–2251 (2012)CrossRef Ramesh, V., Kodali, R.: A decision framework for maximizing lean manufacturing performance. Int. J. Prod. Res. 50(8), 2234–2251 (2012)CrossRef
28.
Zurück zum Zitat Shainin, D., Shainin, P.: Better than Taguchi orthogonal tables. Qual. Reliab. Eng. Int. 4(2), 143–149 (1988)CrossRef Shainin, D., Shainin, P.: Better than Taguchi orthogonal tables. Qual. Reliab. Eng. Int. 4(2), 143–149 (1988)CrossRef
29.
Zurück zum Zitat Shanmugasundaram, P., Vikram, P.: total quality management, process analytical technology, five basic principles and pharmaceutical industry: an overview. Total Qual. Manage. 8(6), 178–185 (2015) Shanmugasundaram, P., Vikram, P.: total quality management, process analytical technology, five basic principles and pharmaceutical industry: an overview. Total Qual. Manage. 8(6), 178–185 (2015)
30.
Zurück zum Zitat Sharma, S., Chetiya, A.R.: Simplifying the Six Sigma toolbox through the application of Shainin DOE techniques. Vikalpa 34(1), 13–30 (2009)CrossRef Sharma, S., Chetiya, A.R.: Simplifying the Six Sigma toolbox through the application of Shainin DOE techniques. Vikalpa 34(1), 13–30 (2009)CrossRef
31.
Zurück zum Zitat Sin, A.B., Zailani, S., Iranmanesh, M., Ramayah, T.: Structural equation modeling on knowledge creation in Six Sigma DMAIC project and its impact on organizational performance. Int. J. Prod. Econ. 168, 105–117 (2015)CrossRef Sin, A.B., Zailani, S., Iranmanesh, M., Ramayah, T.: Structural equation modeling on knowledge creation in Six Sigma DMAIC project and its impact on organizational performance. Int. J. Prod. Econ. 168, 105–117 (2015)CrossRef
32.
Zurück zum Zitat Sokovic, M., Pavletic, D., Pipan, K.K.: Quality improvement methodologies–PDCA cycle, RADAR matrix, DMAIC, and DFSS. J. Achiev. Mater. Manufact. Eng. 43(1), 476–483 (2010) Sokovic, M., Pavletic, D., Pipan, K.K.: Quality improvement methodologies–PDCA cycle, RADAR matrix, DMAIC, and DFSS. J. Achiev. Mater. Manufact. Eng. 43(1), 476–483 (2010)
33.
Zurück zum Zitat Solanki, M., Desai, D.: Comparative study of TQM and six sigma. Int. J. Indus. Eng. Technol. (IJIET), 2277–4769 (2015) Solanki, M., Desai, D.: Comparative study of TQM and six sigma. Int. J. Indus. Eng. Technol. (IJIET), 2277–4769 (2015)
34.
Zurück zum Zitat Verma, A.K., Srividya, A., Mannikar, A.V., Pankhawala, V.A., Rathanraj, K.J.: Shainin method: edge over other DOE techniques. In: Proceedings. 2004 IEEE International on Engineering Management Conference, vol. 3, pp. 1110–1113 (2004) Verma, A.K., Srividya, A., Mannikar, A.V., Pankhawala, V.A., Rathanraj, K.J.: Shainin method: edge over other DOE techniques. In: Proceedings. 2004 IEEE International on Engineering Management Conference, vol. 3, pp. 1110–1113 (2004)
35.
Zurück zum Zitat Yang, W.P., Tarng, Y.S.: Design optimization of cutting parameters for turning operations based on the Taguchi method. J. Mater. Process. Technol. 84(1), 122–129 (1998)CrossRef Yang, W.P., Tarng, Y.S.: Design optimization of cutting parameters for turning operations based on the Taguchi method. J. Mater. Process. Technol. 84(1), 122–129 (1998)CrossRef
36.
Zurück zum Zitat Yusuf, M., Ariffin, M.K.A., Ismail, N., Sulaiman, S.: Surface quality and chip formation in turning of LM6 aluminum alloy and particulate reinforced metal matrix composite. Mater. Sci. Forum 773, 894–901 (2014) Yusuf, M., Ariffin, M.K.A., Ismail, N., Sulaiman, S.: Surface quality and chip formation in turning of LM6 aluminum alloy and particulate reinforced metal matrix composite. Mater. Sci. Forum 773, 894–901 (2014)
37.
Zurück zum Zitat Zerti, O., Yallese, M.A., Belhadi, S., Bouzid, L.: Taguchi design of experiments for optimization and modeling of surface roughness when dry turning X210Cr12 steel. Appl. Mech. Behav. Mater. Eng. Syst. 275–288 (2017) Zerti, O., Yallese, M.A., Belhadi, S., Bouzid, L.: Taguchi design of experiments for optimization and modeling of surface roughness when dry turning X210Cr12 steel. Appl. Mech. Behav. Mater. Eng. Syst. 275–288 (2017)
Metadaten
Titel
Cycle Time Reduction in CNC Turning Process Using Six Sigma Methodology – A Manufacturing Case Study
verfasst von
Kakarla Manoj
Biswajit Kar
Rajeev Agrawal
Vijay Kumar Manupati
José Machado
Copyright-Jahr
2022
DOI
https://doi.org/10.1007/978-3-030-79165-0_13

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