Abstract
Lean manufacturing is considered to be a holistic approach to improve manufacturing practice by reducing various types of wastes. This area of research attracts the attention of researchers from academia and industries in recent times. This research paper presents a leanness assessment methodology using value-stream mapping, a prominent lean tool. Slack-based measure, a method of the data envelopment analysis, is used here to assess the leanness. A case study of a manufacturing system along with its value-stream map is considered to illustrate the application of the methodology. The value-added and non-value-added activities are also considered during the lean assessment. The leanness measure quantitatively expresses the extent of leanness in the firm and the scopes for further improvement. By utilizing lean score, the improvements in lean activities can be initiated. The methodology for leanness assessment can be useful in industrial practice for achieving the goal of manufacturing excellence.
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References
Tone K (2001) A slack based measure of efficiency in DEA. Eur J Oper Res 130(3):498–509
Rother M, Shook J (1998) Learning to see-value stream mapping to add value and eliminate muda, 1st edn. Lean Enterprise Institute, Brookline
Wan H (2006) Measuring leanness of manufacturing and identifying leanness target by considering agility. Ph.D. Dissertation, Virginia Polytechnic Institute and State University, Virginia
Charnes A, Cooper W, Rhodes E (1978) Measuring the efficiency of decision-making units. Eur J Oper Res 2(6):429–444
Hjalmarsson V, Olsson L (2017) Quantifying leanness combining value stream mapping with a data envelopment analysis-based method—a case study based on swedish logistics company. In: IEEE conference on industrial engineering and engineering management, Singapore, pp 740–744
Wan H, Chen F (2008) A leanness measure of manufacturing systems for quantifying impacts of lean initiatives. Int J Prod Res 46(23):6567–6584
Rahani A, Ashraf M (2012) Production flow analysis through value stream mapping: a lean manufacturing process case study. Proc. Eng. 41:1727–1734
Forno D, Pwewira A, Forcellini A (2014) Value stream mapping: a study about the problems and challenges found in the literature from the past 15 years about the application of lean tools. Int. J. Adv. Manuf. Technol. 72(5–8):779–790
Korakot Y, Lee J, Kanjicai D (2017) Value stream mapping of rope manufacturing: a case study. Int J Manuf Eng 2017:1–11
Chandandeep G (2008) An initiative to implement lean manufacturing using value stream mapping in small company. Int J Manuf Technol Manage 15(3–4):404–417
Paola C, Filippo M, Alberti M, Schiavini D (2018) Leanness measurement methods in manufacturing organisations: a systematic review. Int J Prod Res. https://doi.org/10.1080/00207543.2018.1521016
Adwait D, Saily K, Giri J, Vivek K (2018) Design and evaluation of a lean manufacturing framework using value stream mapping (VSM) for a plastic bag manufacturing unit. Mater Today Proc 5:7668–7677
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Pattanaik, L.N., Koteswarapavan, C. (2020). Assessment of Lean Manufacturing Using Data Envelopment Analysis (DEA) on Value-Stream Maps. In: Deepak, B., Parhi, D., Jena, P. (eds) Innovative Product Design and Intelligent Manufacturing Systems. Lecture Notes in Mechanical Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-15-2696-1_84
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DOI: https://doi.org/10.1007/978-981-15-2696-1_84
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