Road-mapping for smart and lean tools with a sustainability perspective: A new model proposal

Yıl 2024, Cilt: 9 Sayı: 1, 83 - 96, 17.05.2024

Mehmet Akif Gündüz , Sercan Demir , Turan Paksoy

https://doi.org/10.26650/JTL.2024.1329972

Öz

This paper introduces a pioneering model designed to evaluate the readiness and maturity of smart-lean manufacturing by seamlessly integrating sustainability principles. In the dynamic landscape of Industry 4.0, where digitalization and connectivity redefine manufacturing paradigms, the convergence of smart and lean principles emerges as a powerful strategy. However, existing frameworks often lack a comprehensive approach that incorporates sustainability. Our model addresses this gap, systematically assessing organizations’ smart-lean manufacturing capabilities and their alignment with sustainability goals.
The proposed model employs a novel algorithm to assess the relationship between the maturity of smart and lean tools and their economic, social, and environmental contributions. Through a carefully designed process, decision-makers determine correlation ratings, evaluate tool maturity, and calculate contribution gaps, providing a roadmap for prioritized implementation. To illustrate the model’s applicability, an anonymous case study is presented, showcasing the step-by-step application of the algorithm.
This contribution is significant for enterprises seeking operational excellence and competitive advantage in the Industry 4.0 era. By incorporating sustainable lean principles into the smart-lean framework, our model guides organizations in enhancing their capacity development and making informed investment decisions. This paper not only advances academic discourse but also offers a practical tool for industry practitioners navigating the complexities of smart-lean manufacturing, ensuring a sustainable and environmentally responsible approach in the pursuit of long-term performance improvements.

Anahtar Kelimeler

Smart manufacturing, lean manufacturing, smart-lean capabilities, smart-lean maturity, smart-lean sustainability, readiness and maturity model

Kaynakça

• Abobakr, M. A., Abdel-Kader, M., & Elbayoumi, A. F. (2022). Integrating S-ERP systems and lean manufacturing practices to improve sustainability performance: an institutional theory perspective. Journal of Accounting in Emerging Economies, (ahead-of-print). google scholar
• Afum, E., Zhang, R., Agyabeng-Mensah, Y., & Sun, Z. (2021). Sustainability excellence: The interactions of lean production, internal green practices and green product innovation. International Journal of Lean Six Sigma, 12(6), 1089-1114. google scholar
• Akbal, H., & Doğan, N. Ö. (2023). Lean and smart supply chain management in healthcare. In Handbook of Research on Quality and Competitiveness in the Healthcare Services Sector (pp. 1-26). IGI Global. google scholar
• Ali, Y., Younus, A., Khan, A.U., & Pervez, H. (2020). Impact of Lean, Six Sigma and environmental sustainability on the performance of SMEs. International Journal of Productivity and Performance Management, 70(8), 2294-2318. google scholar
• Alves, J. R. X., & Alves, J. M. (2015). Production management model integrating the principles of lean manufacturing and sustainability supported by the cultural transformation of a company. International Journal of Production Research, 53(17), 5320-5333. google scholar
• Anderl, R. (2014). Industrie 4.0-advanced engineering of smart products and smart production. In Proceedings of international seminar on high technology (Vol. 19). google scholar
• Ben Ruben, R., Vinodh, S., & Asokan, P. (2020). Development of structural equation model for Lean Six Sigma system incorporated with sustainability considerations. International Journal of Lean Six Sigma, 11 (4), 687-710. google scholar
• Benkhati, A., Taleb, H., & Kumar, V. (2023). Linkages between smart, lean, and resilient manufacturing for sustainable development. Sustainable Production and Consumption, 27, 727-744. google scholar
• Biedermann, H., Kinz, A., Bernerstatter, R., &Zellner, T. (2016). Lean smartmaintenance—Implementation in the process industry. Productivity Management, 21(2), 41-43. google scholar
• Bokhorst, J. a. C., Knol, W. H., Slomp, J., & Bortolotti, T. (2022). Assessing to what extent smart manufacturing builds on lean principles. International Journal of Production Economics, 253, 108599. https://doi.Org/10.1016/j.ype.2022.108599 google scholar
• Bortolotti, T., Gamberi, M., Pilati, F., & Regattieri, A. (2023). Integrating Smart Manufacturing to Lean: A Multiple-Case Study of the Impact on Shop-Floor Employees’ Autonomy and Empowerment. Sustainability, 15(5), 2451. google scholar
• Burawat, P. (2019). The relationships among transformational leadership, sustainable leadership, lean manufacturing and sustainability perfor-mance in Thai SMEs manufacturing industry. International Journal of Quality & Reliability Management. google scholar
• Cherrafi, A., Elfezazi, S., Chiarini, A., Mokhlis, A., & Benhida, K. (2016). The integration of lean manufacturing, Six Sigma and sustainability: A literature review and future research directions for developing a specific model. Journal of Cleaner Production, 139, 828-846. google scholar
• Cherrafi, A., Elfezazi, S., Govindan, K., Garza-Reyes, J. A., Benhida, K., & Mokhlis, A. (2017). A framework for the integration of Green and Lean Six Sigma for superior sustainability performance. International Journal of Production Research, 55(15), 4481-4515. google scholar
• Cherrafi, A., Elfezazi, S., Hurley, B., Garza-Reyes, J. A., Kumar, V., Anosike, A., & Batista, L. (2019). Green and lean: a Gemba-Kaizen model for sustainability enhancement. Production Planning & Control, 30(5-6), 385-399. google scholar
• Chien, C.F., Hong, T.Y. and Guo, H.Z., 2017. An empirical study for smart production for TFT-LCD to empower industry 3.5. Journal of the Chinese Institute of Engineers, 40(7), pp. 552-561. google scholar
• Choudhary, S., Nayak, R., Dora, M., Mishra, N., & Ghadge, A. (2019). An integrated lean and green approach for improving sustainability performance: a case study of a packaging manufacturing SME in the UK. Production planning & control, 30(5-6), 353-368. google scholar
• Ciannella, S., & Santos, L. C. (2022). Exploring the influence of lean manufacturing practices on employee social sustainability. Social Responsibility Journal, 18(8), 1677-1691. google scholar
• Dahmani, M., Barletta, I., Pellicciari, M., & Terzi, S. (2021). Smart circular product design strategies towards eco-effective production systems: A lean eco-design industry 4.0 framework. Sustainable Production and Consumption, 28, 1016-1033. google scholar
• Dahmani, N., Benhida, K., Belhadi, A., Kamble, S. S., Elfezazi, S., & Jauhar, S. K. (2021). Smart circular product design strategies towards eco-effective production systems: A lean eco-design industry 4.0 framework. Journal of Cleaner Production, 320, 128847. https://doi.org/10.1016/j.jclepro.2021.128847 google scholar
• Demir, S., & Paksoy, T. (2023). Just-in-Time and Lean Management. In Smart and Sustainable Operations and Supply Chain Management in Industry 4.0 (pp. 223-236). CRC Press. google scholar
• Demir, S., Paksoy, T., & Kochan, C. G. (2020). A Conceptual Framework for Industry 4.0: (How is it Started, How is it Evolving Over Time?). In Logistics 4.0 (pp. 1-14). CRC Press. google scholar
• Dhungana, D., Falkner, A., Haselböck, A. and Schreiner, H., 2015, July. Smart Factory Prod uct Lines: A Configuration Perspective on Smart Production Ecosystems. Proceedings of the 19th International Conference on Software Product Line, pp. 201-210. google scholar
• Fiorello, M., Gladysz, B., Corti, D., Wybraniak-Kujawa, M., Ejsmont, K., & Sorlini, M. (2023). Towards a smart lean green production paradigm to improve operational performance. Journal of Cleaner Production, 413, 137418. https://doi.org/10.1016/j.jclepro.2023.137418 google scholar
• Herscovici, A. (2018). New development: Lean thinking in smart cities. Public Money & Management, 38(4), 320-324. https://doi.org/10.1080/09540962.2018.1450924 google scholar
• Hosseinizadeh Mazloumi, S., Moini, A., & Kermani, M. R. (2022). Designing synchronizer module in CMMS software based on lean smart maintenance and process mining. Journal of Quality in Maintenance Engineering. https://doi.org/10.1108/jqme-10-2021-0077 google scholar
• Ku, C. C., Chien, C. F., & Ma, K. T., 2020. Digital transformation to empower smart production for Industry 3.5 and an empirical study for textile dyeing. Computers & Industrial Engineering, 142, 106297. google scholar
• Li, Y. (2019). Lean smart manufacturing in Taiwan-Focusing on the bicycle industry. Sustainability, 11(21), 5924. google scholar
• Mahmood, Z., & Montagna, J. M. (2013). Making lean smart by using system-of-systems’ approach. Procedia CIRP, 7, 11-16. google scholar
• NIST. 2018. Model Based Enterprise Program [online]. Available at: <www.nist.gov/programs-projects/model-based-enterprise-program> [Ac-cessed 29 May 2023] google scholar
• Rahardjo, S., Kusumawardani, S., & Setiawan, A. I. (2023). A Framework of Sustainable Lean Manufacturing: Smart and Sustainable Manufac-turing System (SSMS). In Proceedings of the 10th International Conference on Operations and Supply Chain Management. google scholar
• RöBler, M. P., & Haschemi, M. (2017). Smartfactory assessment (SFA). ZWF, 112(10), 699-703. https://doi.org/10.3139/104.111800 google scholar
• Schmiedbauer, M., Landschützer, C., Witzmann, S., & Mörtl, M. (2020). Evolution of a Lean Smart Maintenance Maturity Model towards the new Age of Industry 4.0. Procedia CIRP, 93, 146-151. google scholar
• Shahin, A., Al-Mezeini, T., Bazzi, W., & Merhi, M. (2020). Integration of Lean practices and Industry 4.0 technologies: smart manufacturing for next-generation enterprises. Journal of Manufacturing Technology Management, 31(1), 154-179. google scholar
• Touriki, E., Grammenos, I., & Ploskas, N. (2021). A combined approach of smart, green, resilient, and lean manufacturing towards sustainable development. Sustainability, 13(1), 96. google scholar
• Tripathi, D., Patnaik, B., Sarkar, B., & Srivastava, R. K. (2023). Lean, green, and smart manufacturing: An ingenious framework for enhancing the sustainability of operations management on the shop floor in industry 4.0. Computers & Operations Research, 138, 105276. google scholar
• Trevino-Elizondo, R., Duran-Rivero, M., & Cantu-del Ângel, D. (2023). A Maturity Model to Become a Smart Organization Based on Lean and Industry 4.0 Synergy. Sustainability, 15(5), 2251. google scholar
• Tsai, Y. C., Tseng, Y. C., Lee, Y. F., Chou, Y. H., Chang, J. W., & Lai, F. J. (2021). Use of the smart lean method to conduct high-quality integrated perioperative management prior to hospitalization. Scientific Reports, 11(1), 20569. google scholar