Skip to main content

Advertisement

Log in

Evolution of modified LSS 4.0 model for sustainable Indian textile industry: a narrative review

  • Review
  • Published:
International Journal on Interactive Design and Manufacturing (IJIDeM) Aims and scope Submit manuscript

Abstract

Quality control plays a pivotal role within the Indian textile sector, guaranteeing the alignment of products with customer expectations and industry benchmarks. This study delves into the progression of design models for quality control within the Indian textile industry, with the aim of fostering more eco-conscious manufacturing processes. It scrutinizes the constraints associated with initial quality control methods, underscoring the necessity for more all-encompassing and forward-looking models. The investigation assesses an array of pre-existing quality control frameworks, encompassing the likes of International Quality Standards Models, Structured Quality Control Models, Technological Quality Control Models, and Integrated Quality Control Models. Each model is subject to a comprehensive evaluation based on its strengths, constraints, and applicability in the context of the Indian textile industry. Informed by this analysis, the research advocates for the fusion of Lean, Six Sigma, and Industry 4.0 (LSS 4.0) as a potent quality control paradigm for the Indian textile domain. The LSS 4.0 framework harnesses Lean and Six Sigma principles to optimize processes and curtail defects, while seamlessly incorporating Industry 4.0 innovations for real-time monitoring, data analysis, and automation. While acknowledging the sector's limitations and hurdles like resource scarcity and cultural resistance to change, the study underscores the potential gains of adopting the LSS 4.0 model. In essence, the research lays out a roadmap for industry stakeholders, delineating essential steps such as investing in technology, training, and transforming organizational culture to embrace and implement this integrated model. Succinctly put, the research underscores the significance of advancing quality control models within the Indian textile industry to meet evolving market requisites. The proposed LSS 4.0 model introduces a holistic and technologically sophisticated approach to quality control, fostering sustainable expansion, heightened product quality, and enhanced competitiveness within the industry.

Graphical abstract

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  1. Barrientos, S., Gereffi, G., Rossi, A.: Economic and social upgrading in global production networks: a new paradigm for a changing world. Int. Labour Rev. 150(3–4), 319–340 (2011)

    Article  Google Scholar 

  2. Aremu, M.A., Adeyemi, S.L.: Small and medium scale enterprises as a survival strategy for employment generation in Nigeria. J. Sustain. Dev. 4(1), 200–210 (2011)

    Google Scholar 

  3. Carswell, G., De Neve, G.: Labouring for global markets: conceptualising labour agency in global production networks. Geoforum 44, 62–70 (2013)

    Article  Google Scholar 

  4. Kabeer, N., & Mahmud, S.: Rags, riches and women workers: export-oriented garment manufacturing in Bangladesh. Chains of fortune: linking women producers and workers with global markets, pp. 133–164 (2004)

  5. Ministry of Textiles, Annual Report 2019–20. Retrieved from http://www.textilescommittee.gov.in/Writereaddata/A3%2020190%20Annual%20Report%20English.pdf

  6. Central Statistics Office, Government of India. Retrieved from https://mospi.gov.in/sites/default/files/publication_reports/Economic_Survey_2020-21.pdf

  7. Verma, S., & Mishra, N.: Recognition and marketing opportunities of a "GI" tag in handloom product: a study of Banaras brocades and sarees (2018)

  8. Dahlman, C.: Technology, globalization, and international competitiveness: challenges for developing countries. Industrial development for the 21st century: sustainable development perspectives, pp. 29–83 (2007)

  9. Bag, S., Gupta, S., Kumar, S.: Industry 4.0 adoption and 10R advance manufacturing capabilities for sustainable development. Int. J. Prod. Econ. 231, 1078 (2021)

    Article  Google Scholar 

  10. Nadvi, K., Schmitz, H.: Industrial Clusters in Less Developed Countries Review of Experiences and Research Agenda. Brighton, Institute of Development Studies (1994)

    Google Scholar 

  11. KPMG India: Indian Textiles and Apparel Industry: Stepping onto a higher growth trajectory. Retrieved from https://home.kpmg/in/en/home/insights/2018/05/indian-textiles-pparel-industry.html (2018)

  12. Mandarić, D., Hunjet, A., Vuković, D.: The impact of fashion brand sustainability on consumer purchasing decisions. J. Risk Financ. Manag. 15(4), 176 (2022)

    Article  Google Scholar 

  13. Masoudipour, E., Amirian, H., Sahraeian, R.: A novel closed-loop supply chain based on the quality of returned products. J. Clean. Prod. 151, 344–355 (2017)

    Article  Google Scholar 

  14. Dhakad, M. S.: Bachelor of Fashion Technology (Apparel Production) (Doctoral dissertation, National Institute of Fashion Technology, Mumbai).

  15. Pal, R., Harper, S., Vellesalu, A.: Competitive manufacturing for reshoring textile and clothing supply chains to high-cost environment: a Delphi study. Int. J. Logist. Manag. 29(4), 1147–1170 (2018)

    Article  Google Scholar 

  16. Frederick, S., Gereffi, G.: Upgrading and restructuring in the global apparel value chain: why China and Asia are outperforming Mexico and Central America. Int. J. Technol. Learn. Innov. Dev. 4(1–3), 67–95 (2011)

    Google Scholar 

  17. Zhu, F., Zhang, X.: Impact of online consumer reviews on sales: the moderating role of product and consumer characteristics. J. Mark. 74(2), 133–148 (2010)

    Article  Google Scholar 

  18. Mouttham, L., Garrison, S.J., Archer, D.L., Castelhano, M.G.: A biobank’s journey: Implementation of a quality management system and accreditation to ISO 20387. Biopreserv. Biobank. 19(3), 163–170 (2021)

    Article  Google Scholar 

  19. Jones, E.: Quality Management for Organizations Using Lean Six Sigma Techniques. CRC Press, London (2014)

    Book  Google Scholar 

  20. Kikuchi, M.: Export-oriented garment industries in the rural Philippines. Toward the Rural-based Development of Commerce and Industry: Selected Experiences in East Asia, pp. 89–129 (1998)

  21. Ghobadian, A., Gallear, D.N.: Total quality management in SMEs. Omega 24(1), 83–106 (1996)

    Article  Google Scholar 

  22. Mehta, P. V., & Bhardwaj, S. K.: Managing Quality in the Apparel Industry. New Age International (1998)

  23. Megaw, E.D., Richardson, J.: Eye movements and industrial inspection. Appl. Ergon. 10(3), 145–154 (1979)

    Article  Google Scholar 

  24. Lord, E.: 2—Air flow through plugs of textile fibres: part II. The micronaire test for cotton. J. Text. Inst. Trans. 47(1), 16–47 (1956)

    Article  Google Scholar 

  25. Garvin, D.A.: Managing Quality: The Strategic and Competitive Edge. Simon and Schuster, New York (1988)

    Google Scholar 

  26. Chavan, R. B.: Indian textile industry-environmental issues (2001)

  27. Anderson, J.C., Narus, J.A.: Business marketing: understand what customers value. Harv. Bus. Rev. 76, 53–67 (1998)

    Google Scholar 

  28. Langfield-Smith, K., Greenwood, M.R.: Developing co-operative buyer–supplier relationships: a case study of Toyota. J. Manage. Stud. 35(3), 331–353 (1998)

    Article  Google Scholar 

  29. Bair, J., Gereffi, G.: Local clusters in global chains: the causes and consequences of export dynamism in Torreon’s blue jeans industry. World Dev. 29(11), 1885–1903 (2001)

    Article  Google Scholar 

  30. Knoll, J.S., Rowell, S.L.: Clinical hematology: in-clinic analysis, quality control, reference values, and system selection. Vet. Clin. Small Anim. Pract. 26(5), 981–1002 (1996)

    Article  Google Scholar 

  31. Kolbe, R.H., Burnett, M.S.: Content-analysis research: an examination of applications with directives for improving research reliability and objectivity. J. Consum. Res. 18(2), 243–250 (1991)

    Article  Google Scholar 

  32. Lakhe, R.R., Mohanty, R.P.: Total quality management: concepts, evolution and acceptability in developing economies. Int. J. Qual. Reliab. Manag. 11(9), 9–33 (1994)

    Article  Google Scholar 

  33. Robinson, C.J., Malhotra, M.K.: Defining the concept of supply chain quality management and its relevance to academic and industrial practice. Int. J. Prod. Econ. 96(3), 315–337 (2005)

    Article  Google Scholar 

  34. Marcus, P.A., Willig, J.T. (eds.): Moving Ahead with ISO 14000: Improving Environmental Management and Advancing Sustainable Development, vol. 4. Wiley, London (1997)

    Google Scholar 

  35. Rondinelli, D.A., Vastag, G.: International environmental standards and corporate policies: an integrative framework. Calif. Manage. Rev. 39(1), 106–122 (1996)

    Article  Google Scholar 

  36. Waddock, S.A., Bodwell, C., Graves, S.B.: Responsibility: the new business imperative. Acad. Manag. Perspect. 16(2), 132–148 (2002)

    Article  Google Scholar 

  37. Nayak, R., Akbari, M., Far, S.M.: Recent sustainable trends in Vietnam’s fashion supply chain. J. Clean. Prod. 225, 291–303 (2019)

    Article  Google Scholar 

  38. Partzsch, L., Kemper, L.: Cotton certification in Ethiopia: can an increasing demand for certified textiles create a ‘fashion revolution’? Geoforum 99, 111–119 (2019)

    Article  Google Scholar 

  39. Bacoup, P., Michel, C., Habchi, G., Pralus, M.: From a quality management system (QMS) to a lean quality management system (LQMS). TQM J. 30(1), 20–42 (2018)

    Article  Google Scholar 

  40. Ministry of Textiles, Government of India: Annual Report 2019–2020. Retrieved from http://www.textilescommittee.gov.in/Writereaddata/A3%202019-20%20Annual%20Report%20English.pdf (2020)

  41. Bhat, S., Gijo, E.V., Rego, A.M., Bhat, V.S.: Lean Six Sigma competitiveness for micro, small and medium enterprises (MSME): an action research in the Indian context. TQM J. 33(2), 379–406 (2021)

    Article  Google Scholar 

  42. Patel, P.M., Deshpande, V.A.: Application of plan-do-check-act cycle for quality and productivity improvement-a review. Studies 2(6), 23–34 (2015)

    Google Scholar 

  43. Stauffer, J.: SQC before deming: the works of Walter Shewhart. J. Appl. Manag. Entrep. 8(4), 86 (2003)

    Google Scholar 

  44. Sashkin, M., & Kiser, K. J.: Putting total quality management to work: what TQM means, how to use it, & how to sustain it over the long run. Berrett-Koehler Publishers (1993)

  45. Leitner, P.M.: Japan’s post-war economic success: deming, quality, and contextual realities. J. Manag. Hist. 5(8), 489–505 (1999)

    Google Scholar 

  46. Sá, J.C., Vaz, S., Carvalho, O., Lima, V., Morgado, L., Fonseca, L., Santos, G.: A model of integration ISO 9001 with Lean six sigma and main benefits achieved. Total Qual. Manag. Bus. Excell. 33(1–2), 218–242 (2022)

    Article  Google Scholar 

  47. Schonberger, R.J.: Japanese production management: an evolution—with mixed success. J. Oper. Manag. 25(2), 403–419 (2007)

    Article  Google Scholar 

  48. Humphrey, J.: Industrial reorganization in developing countries: from models to trajectories. World Dev. 23(1), 149–162 (1995)

    Article  Google Scholar 

  49. Wani, I.A., Mehraj, H.K.: Total quality management in education: an analysis. Int. J. Hum. Soc. Sci. Invent. 3(6), 71–78 (2014)

    Google Scholar 

  50. D’Costa, A.P.: An alternative model of development? Co-operation and flexible industrial practices in India. J. Int. Dev. J. Dev. Stud. Assoc. 10(3), 301–321 (1998)

    Google Scholar 

  51. Demirbag, M., Tatoglu, E., Tekinkus, M., Zaim, S.: An analysis of the relationship between TQM implementation and organizational performance: evidence from Turkish SMEs. J. Manuf. Technol. Manag. 17(6), 829–847 (2006)

    Article  Google Scholar 

  52. Pham, H. C., Ulhaq, I., Yeow, P., & Akbari, M.: Other lean tools in fashion and textile manufacturing. In: Lean Supply Chain Management in Fashion and Textile Industry, pp. 199–218. Singapore: Springer Nature Singapore (2022)

  53. Madanhire, I., Mbohwa, C.: Application of statistical process control (SPC) in manufacturing industry in a developing country. Procedia Cirp 40, 580–583 (2016)

    Article  Google Scholar 

  54. Berengueres, J.: The Toyota production system re-contextualized. Lulu.com (2007)

  55. Panizzolo, R., Garengo, P., Sharma, M.K., Gore, A.: Lean manufacturing in developing countries: evidence from Indian SMEs. Prod. Plan. Control 23(10–11), 769–788 (2012)

    Article  Google Scholar 

  56. Wickramasinghe, G.L.D., Wickramasinghe, V.: Implementation of lean production practices and manufacturing performance: the role of lean duration. J. Manuf. Technol. Manag. 28(4), 531–550 (2017)

    Article  Google Scholar 

  57. Gijo, E. V., Antony, J., Hernandez, J., & Scaria, J.: Reducing patient waiting time in a pathology department using the Six Sigma methodology. Leadership in Health Services (2013)

  58. Hsu, C.W., Kuo, T.C., Chen, S.H., Hu, A.H.: Using DEMATEL to develop a carbon management model of supplier selection in green supply chain management. J. Clean. Prod. 56, 164–172 (2013)

    Article  Google Scholar 

  59. Nayak, R., & Padhye, R.: Introduction to automation in garment manufacturing. In Automation in Garment Manufacturing, pp. 1–27. Woodhead Publishing (2018)

  60. Venkatachalam, L.: Environmental implications of the manufacturing sector: a case study of textile manufacturing in Tiruppur, TamilNadu, India. Rev. Dev. Change 20(2), 165–175 (2015)

    Article  MathSciNet  Google Scholar 

  61. Rao, S.K., Prasad, R.: Impact of 5G technologies on industry 4.0. Wirel. Pers. Commun. 100, 145–159 (2018)

    Article  Google Scholar 

  62. Ding, K., Jiang, P.: RFID-based production data analysis in an IoT-enabled smart job-shop. IEEE/CAA J. Automatica Sinica 5(1), 128–138 (2017)

    Article  Google Scholar 

  63. Nayak, R., Padhye, R. (eds.): Automation in Garment Manufacturing. Woodhead Publishing, Sawston (2017)

    Google Scholar 

  64. Dwivedi, A., Dwivedi, A.: Role of computer and automation in design and manufacturing for mechanical and textile industries: CAD/CAM. Int. J. Innov. Technol. Explor. Eng. (IJITEE) 3(3), 8 (2013)

    Google Scholar 

  65. Liu, M., Fang, S., Dong, H., Xu, C.: Review of digital twin about concepts, technologies, and industrial applications. J. Manuf. Syst. 58, 346–361 (2021)

    Article  Google Scholar 

  66. Shafiq, M., Lasrado, F., Hafeez, K.: The effect of TQM on organisational performance: empirical evidence from the textile sector of a developing country using SEM. Total Qual. Manag. Bus. Excell. 30(1–2), 31–52 (2019)

    Article  Google Scholar 

  67. Chatterjee, S., Chaudhuri, R., Vrontis, D., & Papadopoulos, T.: Examining the impact of deep learning technology capability on manufacturing firms: moderating roles of technology turbulence and top management support. Ann. Oper. Res. 1–21 (2022)

  68. Ahmad, S., Miskon, S., Alabdan, R., Tlili, I.: Towards sustainable textile and apparel industry: exploring the role of business intelligence systems in the era of industry 4.0. Sustainability 12(7), 2632 (2020)

    Article  Google Scholar 

  69. Kumar, R., Rani, S., Awadh, M.A.: Exploring the application sphere of the internet of things in industry 4.0: a review, bibliometric and content analysis. Sensors 22(11), 4276 (2022)

    Article  Google Scholar 

  70. Arnold, C.E.: Labour recruitment systems in global production networks: the ruralisation of labour regimes in South India’s garment and textile industries. J. Contemp. Asia 52(5), 737–759 (2022)

    Article  Google Scholar 

  71. Sanz-Calcedo, J.G., González, A.G., López, O., Salgado, D.R., Cambero, I., Herrera, J.M.: Analysis on integrated management of the quality, environment and safety on the industrial projects. Proc. Eng. 132, 140–145 (2015)

    Article  Google Scholar 

  72. Patel, A. S., & Patel, K. M.: Status of Lean Six Sigma implementation in Indian industries: a cross-sectional national survey. Int. J. Lean Six Sigma (ahead-of-print) (2022)

  73. Madhani, P.M.: Performance optimisation of retail industry: lean six sigma approach. ASBM J. Manag. 13(1), 74–91 (2020)

    Google Scholar 

  74. Núñez-Merino, M., Maqueira-Marín, J.M., Moyano-Fuentes, J., Martínez-Jurado, P.J.: Information and digital technologies of Industry 4.0 and lean supply chain management: a systematic literature review. Int. J. Prod. Res. 58(16), 5034–5061 (2020)

    Article  Google Scholar 

  75. Skalli, D., Charkaoui, A., Cherrafi, A., Garza-Reyes, J.A., Antony, J., Shokri, A.: Industry 4.0 and lean six sigma integration in manufacturing: a literature review, an integrated framework and proposed research perspectives. Qual. Manag. J. 30(1), 16–40 (2023)

    Article  Google Scholar 

  76. Novak, A., Bennett, D., Kliestik, T.: Product decision-making information systems, real-time sensor networks, and artificial intelligence-driven big data analytics in sustainable industry 4.0. Econ. Manag. Financ. Mark. 16(2), 62–72 (2021)

    Article  Google Scholar 

  77. Chen, C.L.: Value creation by SMEs participating in global value chains under industry 4.0 trend: case study of textile industry in Taiwan. J. Glob. Inf. Technol. Manag. 22(2), 120–145 (2019)

    Google Scholar 

  78. Wang, F.K., Rahardjo, B., Rovira, P.R.: Lean six sigma with value stream mapping in industry 4.0 for human-centered workstation design. Sustainability 14(17), 11020 (2022)

    Article  Google Scholar 

  79. Tissir, S., Cherrafi, A., Chiarini, A., Elfezazi, S., Bag, S.: Lean Six Sigma and industry 4.0 combination: scoping review and perspectives. Total Qual. Manag. Bus. Excell. 34(3–4), 261–290 (2023)

    Article  Google Scholar 

  80. Citybabu, G., Yamini, S.: The implementation of Lean Six Sigma framework in the Indian context: a review and suggestions for future research. TQM J. 34(6), 1823–1859 (2022)

    Article  Google Scholar 

  81. Kwon, O., Lee, N., Shin, B.: Data quality management, data usage experience and acquisition intention of big data analytics. Int. J. Inf. Manage. 34(3), 387–394 (2014)

    Article  Google Scholar 

  82. Schoonahd, J.W., Gould, J.D., Miller, L.A.: Studies of visual inspection. Ergonomics 16(4), 365–379 (1973)

    Article  Google Scholar 

  83. Swanson, R. G.: Sample examination manual (p. 117). Tulsa, Ok, USA: American Association of Petroleum Geologists (1981)

  84. Phase, A. D., & QA, C. T.: Quality Assurance/Quality Control (2002)

  85. Voss, C.A., Roth, A.V., Rosenzweig, E.D., Blackmon, K., Chase, R.B.: A tale of two countries’ conservatism, service quality, and feedback on customer satisfaction. J. Serv. Res. 6(3), 212–230 (2004)

    Article  Google Scholar 

  86. Ting, S.C., Cho, D.I.: An integrated approach for supplier selection and purchasing decisions. Supply Chain Manag. Int. J. 13, 116–127 (2008)

    Article  Google Scholar 

  87. Robinson, L.E., Goodway, J.D.: Instructional climates in preschool children who are at-risk. Part I: object-control skill development. Res. Q. Exerc. Sport 80(3), 533–542 (2009)

    Google Scholar 

  88. Hoyle, D.: ISO 9000 Quality Systems Handbook: Using the Standards as a Framework for Business Improvement. Routledge, London (2009)

    Google Scholar 

  89. Alper, M.M.: Experience with ISO quality control in assisted reproductive technology. Fertil. Steril. 100(6), 1503–1508 (2013)

    Article  Google Scholar 

  90. Rodríguez, G., Alegre, F.J., Martínez, G.: Evaluation of environmental management resources (ISO 14001) at civil engineering construction worksites: a case study of the community of Madrid. J. Environ. Manage. 92(7), 1858–1866 (2011)

    Article  Google Scholar 

  91. Orzes, G., Jia, F., Sartor, M., Nassimbeni, G.: Performance implications of SA8000 certification. Int. J. Oper. Prod. Manag. 37, 1625–1653 (2017)

    Article  Google Scholar 

  92. Nemčić, I.: Importance of Oeko-tex standard for textile industry (Doctoral dissertation, University of Zagreb. Faculty of Textile Technology) (2017)

  93. Ye, S., Wang, Y., Huang, D., Li, J., Gong, Y., Xu, L., Liu, L.: Genetic purity testing of F1 hybrid seed with molecular markers in cabbage (Brassica oleracea var. capitata). Sci. Hortic. 155, 92–96 (2013)

    Article  Google Scholar 

  94. Chojnacka-Komorowska, A., & Kochaniec, S.: Improving the quality control process using the PDCA cycle. Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu, 63(4) (2019)

  95. Wang, L.R., Wang, Y., Lou, Y., Li, Y., Zhang, X.G.: The role of quality control circles in sustained improvement of medical quality. Springerplus 2, 1–5 (2013)

    Article  Google Scholar 

  96. Kumar, R.: Kaizen a tool for continuous quality improvement in Indian manufacturing organization. Int. J. Math. Eng. Manag. Sci. 4(2), 452 (2019)

    Google Scholar 

  97. Chen, C.K., Reyes, L., Dahlgaard, J., Dahlgaard-Park, S.M.: From quality control to TQM, service quality and service sciences: a 30-year review of TQM literature. Int. J. Qual. Serv. Sci. 14(2), 217–237 (2022)

    Google Scholar 

  98. Nafiu, M. O., Hamid, A. A., Muritala, H. F., & Adeyemi, S. B.: Preparation, standardization, and quality control of medicinal plants in Africa. In: Medicinal Spices and Vegetables from Africa, pp. 171–204 (2017)

  99. Rosato, D. V., & Rosato, M. G.: Statistical process control and quality control. In: Injection Molding Handbook, pp. 1127–1162 (2000)

  100. Sundar, R., Balaji, A.N., Kumar, R.S.: A review on lean manufacturing implementation techniques. Proc. Eng. 97, 1875–1885 (2014)

    Article  Google Scholar 

  101. Ishak, A., Siregar, K., Naibaho, H.: Quality control with Six Sigma DMAIC and grey failure mode effect analysis (FMEA): a review. IOP Conf. Ser. Mater. Sci. Eng. 505(1), 012057 (2019)

    Article  Google Scholar 

  102. Chen, C., Zhang, J., Delaurentis, T.: Quality control in food supply chain management: an analytical model and case study of the adulterated milk incident in China. Int. J. Prod. Econ. 152, 188–199 (2014)

    Article  Google Scholar 

  103. Parkot, K., & Sioma, A.: Development of an automated quality control system of confectionery using a vision system. In: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments, vol. 10808, pp. 343-351 (2018)

  104. Gibson, N.M., Dudley, N.J., Griffith, K.: A computerized quality control testing system for B-mode ultrasound. Ultrasound Med. Biol. 27(12), 1697–1711 (2001)

    Article  Google Scholar 

  105. Balasubramaniyan, C., Manivannan, D.: IoT enabled air quality monitoring system (AQMS) using Raspberry Pi. Indian J. Sci. Technol. 9(39), 1–6 (2016)

    Article  Google Scholar 

  106. Herakovic, N.: Robot Vision in Industrial Assembly and Quality Control Processes. INTECH Open Access Publisher, London, UK (2010)

    Book  Google Scholar 

  107. González-Lluch, C., Company, P., Contero, M., Camba, J.D., Plumed, R.: A survey on 3D CAD model quality assurance and testing tools. Comput. Aid. Des. 83, 64–79 (2017)

    Article  Google Scholar 

  108. Hazen, B.T., Boone, C.A., Ezell, J.D., Jones-Farmer, L.A.: Data quality for data science, predictive analytics, and big data in supply chain management: an introduction to the problem and suggestions for research and applications. Int. J. Prod. Econ. 154, 72–80 (2014)

    Article  Google Scholar 

  109. Fahle, S., Prinz, C., Kuhlenkötter, B.: Systematic review on machine learning (ML) methods for manufacturing processes: identifying artificial intelligence (AI) methods for field application. Procedia CIRP 93, 413–418 (2020)

    Article  Google Scholar 

  110. Sariyer, G., Mangla, S. K., Kazancoglu, Y., Ocal Tasar, C., & Luthra, S.: Data analytics for quality management in industry 4.0 from a MSME perspective. Ann. Oper. Res. 1–29 (2021)

  111. Sodhi, H.S., Singh, D., Singh, B.J.: An empirical analysis of critical success factors of Lean Six Sigma in Indian SMEs. Int. J. Six Sigma Compet. Adv. 11(4), 227–252 (2019)

    Google Scholar 

  112. Labodová, A.: Implementing integrated management systems using a risk analysis-based approach. J. Clean. Prod. 12(6), 571–580 (2004)

    Article  Google Scholar 

  113. Muruganandham, R., Venkatesh, K., Devadasan, S.R., Harish, V.: TQM through the integration of blockchain with ISO 9001:2015 standard-based quality management system. Total Qual. Manag. Bus. Excell. 34(3–4), 291–311 (2023)

    Article  Google Scholar 

  114. Sodhi, H.S., Singh, D., Singh, B.J.: A conceptual examination of Lean, Six Sigma and Lean Six Sigma models for managing waste in manufacturing SMEs. World J. Sci. Technol. Sustain. Dev. 17(1), 20–32 (2020)

    Article  Google Scholar 

  115. Kaswan, M. S., Rathi, R., Cross, J., Garza-Reyes, J. A., Antony, J., & Yadav, V.: Integrating green Lean Six Sigma and industry 4.0: a conceptual framework. J. Manuf. Technol. Manag. (ahead-of-print) (2022)

  116. Shahin, M., Chen, F.F., Bouzary, H., Krishnaiyer, K.: Integration of Lean practices and industry 4.0 technologies: smart manufacturing for next-generation enterprises. Int. J. Adv. Manuf. Technol. 107, 2927–2936 (2020)

    Article  Google Scholar 

  117. Chiarini, A., Kumar, M.: Lean Six Sigma and Industry 4.0 integration for operational excellence: evidence from Italian manufacturing companies. Prod. Plan. Control 32(13), 1084–1101 (2021)

    Article  Google Scholar 

  118. Sodhi, H.S., Singh, D., Singh, B.J.: Lean Six Sigma practices a competitive priority in SME’s: a critical review. Int. J. Agile Syst. Manag. 13(1), 60–78 (2020)

    Article  Google Scholar 

  119. Sharma, A., & Singh, B. J.: Understanding lean six sigma 4.0 through golden circle model. EasyChair Preprint, 3314 (2020)

  120. Sodhi, H.S., Singh, D., Singh, B.J.: Implementation of Lean Six Sigma model for scrap reduction in machining sector. Int. J. Bus. Excell. 27(1), 110–124 (2022)

    Article  Google Scholar 

  121. Sharma, A., Singh, B.J.: Understanding LSS 4.0 through golden circle model and reviewing its scope in Indian textile industry. Int. J. Six Sigma Compet. Adv. 14(1), 120–137 (2022)

    Google Scholar 

  122. Sodhi, H.S., Singh, B.J., Singh, D.: SWOT analysis of Lean Six Sigma: a review. Int. J. Bus. Excell. 29(2), 162–184 (2023)

    Article  Google Scholar 

  123. Adin, M. Ş.: Investigation of mechanical properties of composites obtained from textile wastes. Batman Energy Summit, 30 June-02 July 2022, Batman, Turkey (2022)

Download references

Funding

The authors did not receive support from any organization for the submitted work. No funding was received to assist with the preparation of this manuscript. The authors have no relevant financial or non-financial interests to disclose.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Bikram Jit Singh.

Ethics declarations

Conflict of interest

There is not any conflict of interest of any kind.

Ethical approval

All authors certify that they have no affiliations with or involvement in any organization or entity with any financial interest or non-financial interest in the subject matter or materials discussed in this manuscript.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sharma, A., Singh, B.J. Evolution of modified LSS 4.0 model for sustainable Indian textile industry: a narrative review. Int J Interact Des Manuf (2023). https://doi.org/10.1007/s12008-023-01534-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12008-023-01534-y

Keywords

Navigation