Optimization Combining with Digital Transformation of the Men's Shirts Processing at Small and Medium-Sized Garment Enterprises in Vietnam
(1) Tieu-Thanh Le Mail (Hanoi University of Science and Technology, Viet Nam)
(2) Phuong-Thao Thi Bui Mail (Hanoi University of Science and Technology, Viet Nam)
(3) * Ngoc-Anh Thi La Mail (Hanoi University of Science and Technology, Viet Nam)
(4) Thai-Viet Dang Mail (Hanoi University of Science and Technology, Viet Nam)
*corresponding author

Abstract


Industry 4.0 has become a hype among the manufacturing industries across the globe. Recent developments require significant capital investments, but these technologies are yet to be established in developing countries such as Vietnam, especially the apparel industry.  Based on a survey of the current situation at small and medium-sized enterprises in Vietnam's textile industry, the paper proposes to apply technology, test and evaluate the effectiveness of applying and coordinating digital systems in management and chain supply. Multifaceted applications have been specifically explored including automatic equipment and digital systems, spanning the domains of automation, robotics, artificial intelligence, data analytics, and the Internet of Things (IoT). These technologies are posited as catalysts for transformative improvements in production efficiency and resource utilization. Furthermore, experimental results point out the symbiotic relationship between technology adoption and effective management strategies to achieve holistic operational enhancements.  As the Vietnamese textile industry strives for competitive excellence in the global arena, this research offers actionable insights for industry practitioners, policymakers, and researchers.

Keywords


Automatic Production Line; Digital Transformation; Optimization; Smart Factory; Textile Industry

   

DOI

https://doi.org/10.31763/ijrcs.v4i2.1313 		      

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[1] M. A. Iqbal, J. Su, “Apparel professionals’ perception of sustainability-related technology: a structural equation modeling approach,” Research Journal of Textile and Apparel, 2023, https://doi.org/10.1108/RJTA-04-2023-0040.

[2] B. Deepthi, and V. Bansal, “Industry 4.0 in Textile and Apparel Industry: A Systematic Literature Review and Bibliometric Analysis of Global Research Trends,” Vision the Journal of Business Perspective, vol. 28, no. pp. 157-170, 2020, https://doi.org/10.1177/09722629221130233.

[3] D. C. P. Jayasuriya, G. D. N. Perera, and A. Padukkage, “Developing a Practical Nomological Framework on Cyber loafing and Job performance for the Global Apparel Manufacturing Sector by Identifying Research Gaps,” International Journal of Research and Innovation in Social Science, vol. 7, no. 10, pp. 1422-1442, 2023, https://dx.doi.org/10.47772/IJRISS.2023.701110.

[4] I. Castelo-Branco, F. Cruz-Jesus, and T. Oliveira, “Assessing Industry 4.0 readiness in manufacturing: Evidence for the European Union,” Computers in Industry, vol. 107, pp. 22-32, 2019, https://doi.org/10.1016/j.compind.2019.01.007.

[5] H. Fatorachian, and H. Kazemi, “A critical investigation of Industry 4.0 in manufacturing: Theoretical operationalization framework,” Production Planning & Control, vol. 29, no. 8, pp. 633-644, 2018, https://doi.org/10.1080/09537287.2018.1424960.

[6] H. Fatorachian, and H. Kazemi, “Impact of Industry 4.0 on supply chain performance,” Production Planning & Control, vol. 32, no. 1, pp. 63-81, 2021, https://doi.org/10.1080/09537287.2020.1712487.

[7] O. Bongomin, E. O. Nganyi, M. R. Abswaidi, E. Hitiyise, and G. Tumusiime, “Sustainable and dynamic competitiveness towards technological leadership of Industry 4.0: Implications for East African community,” Journal of Engineering, pp. 1-22, 2020, https://doi.org/10.20944/preprints202004.0187.v1.

[8] A. Majumdar, H. Garg, and R. Jain, “Managing the barriers of Industry 4.0 adoption and implementation in textile and clothing industry: Interpretive structural model and triple helix framework,” Computers in Industry, vol. 125, p. 103372, 2021, https://doi.org/10.1016/j.compind.2020.103372.

[9] M. Ghobakhloo, “The future of manufacturing industry: a strategic roadmap toward Industry 4.0,” Journal of Manufacturing Technology Management, vol. 29, no. 6, pp. 910-936, 2018, https://doi.org/10.1108/JMTM-02-2018-0057.

[10] D. Küsters, N. Praß, and Y.S. Gloy, “Textile learning factory 4.0–preparing Germany’s textile industry for the digital future,” Procedia Manufacturing, vol. 9, pp. 214-221, 2017, https://doi.org/10.1016/j.promfg.2017.04.035.

[11] A. Ali, and M. Haseeb, “Radio frequency identification (RFID) technology is a strategic tool towards higher performance of supply chain operations in textile and apparel industry of Malaysia,” Uncertain Supply Chain Management, vol. 7, no. 2, pp. 215-226, 2019, https://doi.org/10.5267/j.uscm.2018.10.004.

[12] T. V. Dang, D. M. C. Tran, and P. X. Tan, “IRDC-Net: Lightweight Semantic Segmentation Network Based on Monocular Camera for Mobile Robot Navigation,” Sensors, vol 23, no. 15, p. 6907, 2023, https://doi.org/10.3390/s23156907.

[13] T. V. Dang, N. T. Bui, “Multi-Scale Fully Convolutional Network-Based Semantic Segmentation for Mobile Robot Navigation,” Electronics, vol. 12, no. 3, p. 533, 2023, https://doi.org/10.3390/electronics12030533.

[14] T. V. Dang, N. T. Bui, “Obstacle Avoidance Strategy for Mobile Robot Based on Monocular Camera,” Electronics, vol. 12, no. 8, p. 1932, 2023, https://doi.org/10.3390/electronics12081932.

[15] H. L. Tran, T. V. Dang, “An Ultra Fast Semantic Segmentation Model for AMR's Path Planning,” Journal of Robotics and Control, vol. 4, no. 3, pp. 424-430, 2023, https://doi.org/10.18196/jrc.v4i3.18758.

[16] T. N. A. La, T. D. Vu, T. T. Le, and T. D. Bui, “Research MS Access software for apllication in smart garment factory machine management,” MM Science Journal, pp. 6561-6567, 2023, http://doi.org/10.17973/MMSJ.2023_06_2023042.

[17] R. S. Peres, X. Jia, J. Lee, K. Sun, A. W. Colombo and J. Barata, "Industrial Artificial Intelligence in Industry 4.0 - Systematic Review, Challenges and Outlook," IEEE Access, vol. 8, pp. 220121-220139, 2020, https://doi.org/10.1109/ACCESS.2020.3042874.

[18] F. Baytar, T. Chung, and E. Shin, “Evaluating garments in augmented reality when shopping online,” Journal of Fashion Marketing and Management, vol. 24, no. 4, pp. 667-683, 2020, https://doi.org/10.1108/JFMM-05-2018-0077.

[19] L. Corchia et al., "Radio-frequency Identification Based on Textile, Wearable, Chipless Tags for IoT Applications," 2019 II Workshop on Metrology for Industry 4.0 and IoT (MetroInd4.0&IoT), pp. 1-5, 2019, https://doi.org/10.1109/METROI4.2019.8792919.

[20] P. J. O'Connor, A. Hill, M. Kaya, B. Martin, “The measurement of emotional intelligence: A critical review of the literature and recommendations for researchers and practitioners,” Frontiers in psychology, vol. 10, p. 1116, 2019, https://doi.org/10.3389/fpsyg.2019.01116.

[21] J. Xie et al, “A new description model for enabling more general manufacturing systems representation in digital twin,” Journal of Manufacturing Systems, vol. 72, pp. 475-491, 2024, https://doi.org/10.1016/j.jmsy.2023.12.009.

[22] C. Chen, “Value creation by SMEs participating in global value chains under Industry 4.0 trend: Case study of textile industry in Taiwan,” Journal of Global Information Technology Management, vol. 22, no. 2, pp. 120-145, 2019, https://doi.org/10.1080/1097198X.2019.1603512.

[23] C. L. Chen, “Cross-disciplinary innovations by Taiwanese manufacturing SMEs in the context of Industry 4.0,” Journal of Manufacturing Technology Management, vol. 31, no. 6, pp. 1145-1168, 2020, https://doi.org/10.1108/JMTM-08-2019-0301.

[24] D.T. Matt, V. Modrák, and H. Zsifkovits, “Industry 4.0 for SMEs: Challenges, opportunities and requirements,” Palgrave Macmillan, 2020, https://doi.org/10.1007/978-3-030-25425-4.

[25] F. Norman, “Key factors to promote Industry 4.0 readiness at Indonesian textile and clothing firm. Engineering, Mathematics and Computer,” Engineering, MAthematics and Computer Science (EMACS) Journal, vol. 2, no. 2, pp. 73-83, 2020, https://doi.org/10.21512/emacsjournal.v2i2.6448.

[26] D. Horváth, and R. Z. Szabó, “Driving forces and barriers of Industry 4.0: Do multinational and small and medium-sized companies have equal opportunities?,” Technological Forecasting and Social Change, vol. 146, pp. 119-132, 2019, https://doi.org/10.1016/j.techfore.2019.05.021.

[27] M. Imran, W.U. Hameed, and A.U. Haque, “Influence of Industry 4.0 on the production and service sectors in Pakistan: Evidence from textile and logistics industries,” Social Sciences, vol. 7, no. 12, p. 246, 2018, https://doi.org/10.3390/socsci7120246.

[28] E. Rauch, P. Dallasega and M. Unterhofer, "Requirements and Barriers for Introducing Smart Manufacturing in Small and Medium-Sized Enterprises," IEEE Engineering Management Review, vol. 47, no. 3, pp. 87-94, 2019, https://doi.org/10.1109/EMR.2019.2931564.

[29] L. Li, “China’s manufacturing locus in 2025: With a comparison of Made-in-China 2025 and Industry 4.0,” Technological Forecasting and Social Change, vol. 135, pp. 66-74, 2018, https://doi.org/10.1016/j.techfore.2017.05.028.

[30] A. Lis, A. Sudolska, and M. Tomanek, “Mapping research on sustainable supply-chain management,” Sustainability, vol. 12, no. 10, p. 3987, 2020, https://doi.org/10.3390/su12103987.

[31] A. Happonen, and M. Ghoreishi, “A mapping study of the current literature on digitalization and Industry 4.0 technologies utilization for sustainability and circular economy in textile industries,” Proceedings of Sixth International Congress on Information and Communication, Technology, pp. 697-711, 2022, https://doi.org/10.1007/978-981-16-2102-4.

[32] X. Zhou, C. Gao, and D. Zhang, “Product service supply chain network competition: an equilibrium with multiple tiers and members,” International Journal of Production Research, pp. 1-18, 2022, https://doi.org/10.1080/00207543.2022.2060771.

[33] B. Lalic, S. Rakic, and U. Marjanovic, “Use of Industry 4.0 and organizational innovation concepts in the Serbian textile and apparel industry,” Fibres & Textiles in Eastern Europe, vol. 27, no. 3, pp. 10-18, 2019, https://doi.org/10.5604/01.3001.0013.0737.

[34] M. Ghobakhloo, “Industry 4.0, digitization, and opportunities for sustainability,” Journal of Cleaner Production, vol. 252, p. 119869, 2020, https://doi.org/10.1016/j.jclepro.2019.119869.

[35] M. Ghoreishi, and A. Happonen, “The case of fabric and textile industry: The emerging role of digitalization, internet-of-things and Industry 4.0 for circularity,” Proceedings of Sixth International Congress on Information and Communication, Technology, pp. 189-200, 2022, https://doi.org/10.1007/978-981-16-1781-2_18.

[36] A. A. A. Hakeem, D. Solyali, M. Asmael, and Q. Zeeshan, “Smart manufacturing for Industry 4.0 using radio frequency identification (RFID) technology,” Jurnal Kejuruteraan, vol. 32, no. 1, pp. 31-38, 2020, https://doi.org/10.17576/jkukm-2020-32(1)-05.

[37] E. Eurydice, P. Despoina, K. Despoina, and V. Pissas, “A methodological framework for the integration of 3D virtual prototyping into the design development of laser-cut garments,” Journal of Engineered Fibers and Fabrics, vol. 18, 2023, https://doi.org/10.1177/15589250231194621.

[38] M.W. Rundassa, D. Kitaw, and E. Berhan, “Comparative advantage of Ethiopian textile and apparel industry,” Research Journal of Textile and Apparel, vol. 23, no. 3, pp. 244-256, 2019, https://doi.org/10.1108/RJTA-08-2018-0049.

[39] N. T. Oanh, P. T. M. Hanh, N. T. Dung, “The Effectiveness of Industrial Revolution 4.0 on Labours in Industry Enterprises in Thai Nguyen Province, Viet Nam,” European Journal of Business and Management Research, vol. 6, no. 3, pp. 129-132, 2021, https://doi.org/10.24018/ejbmr.2021.6.3.840.

[40] V. Belvedere, A. Grando, and P. Bielli, “A quantitative investigation of the role of information and communication technologies in the implementation of a product-service system,” International Journal of Production Research, vol. 51, no. 2, pp. 410-426, 2013, https://doi.org/10.1080/00207543.2011.648278.

[41] M. Ardolino, M. Rapaccini, N. Saccani, P. Gaiardelli, G. Crespi and C. Ruggeri, “The role of digital technologies for the service transformation of industrial companies,” International Journal of Production Research, vol. 56, no. 6, pp. 2116-2132, 2018, https://doi.org/10.1080/00207543.2017.1324224.

[42] M.M. Hohn, and C.F. Durach, “Additive manufacturing in the apparel supply chain - impact on supply chain governance and social sustainability,” International Journal of Operations & Production Management, vol. 41, no. 7, pp. 1035-1059, 2021, https://doi.org/10.1108/IJOPM-09-2020-0654.

[43] P. Bertola, and J. Teunissen, “Fashion 4.0. Innovating fashion industry through digital transformation,” Research Journal of Textile and Apparel, vol. 22, no. 4, pp. 352-369, 2018, https://doi.org/10.1108/RJTA-03-2018-0023.

[44] S. Kusi-Sarpong, H. Gupta, S. A. Khan, C. J. C. Jabbour, S. T., Rehman, and H. Kusi-Sarpong, “Sustainable supplier selection based on Industry 4.0 initiatives within the context of circular economy implementation in supply chain operations,” Production Planning & Control, vol. 34, no. 10, pp. 1-21, 2021, https://doi.org/10.1080/09537287.2021.1980906.

[45] R. I. Chang, C. Y. Lee, and Y. H. Hung, “Cloud-based analytics module for predictive maintenance of the textile manufacturing process,” Applied Sciences, vol. 11, no. 21, p. 9945, 2021, https://doi.org/10.3390/app11219945.

[46] T. N. A. La, T. H. Nguyen, T. T. Hoang, and K. O. Nguyen, “Research the digital transformation model of material management in Vietnam Garment companies,” MM Science Journal, pp. 6753-6762, 2023, http://doi.org/10.17973/MMSJ.2023_10_2023058.

[47] M.C. Elemmi, B.S. Anami, and N.N. Malvade, “Defective and nondefective classification of fabric images using shallow and deep networks,” International Journal of Intelligent Systems, vol. 37, no. 3, pp. 2293-2318, 2022, https://doi.org/10.1002/int.22774.

[48] M. Rath, A. Gannouni, D. Luetticke and T. Gries, "Digitizing a Distributed Textile Production Process using Industrial Internet of Things: A Use-Case," 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), pp. 315-320, 2021, https://doi.org/10.1109/ICPS49255.2021.9468203.

[49] T. V. Dang, D. S. Nguyen, “Optimal Navigation based on Improved A* Algorithm for Mobile Robot,” The International Conference on Intelligent Systems & Networks, pp. 574-580, 2023, https://doi.org/10.1007/978-981-99-4725-6_68.

[50] T. V. Dang, “Autonomous mobile robot path planning based on enhanced A* algorithm integrating with time elastic band,” MM Science Journal, pp. 6717-6722, 2023, http://doi.org/10.17973/MMSJ.2023_10_2023052.

[51] N. Yuldoshev, B. Tursunov, and S. Qozoqov, “Use of artificial intelligence methods in operational planning of textile production,” Journal of Process Management, New Technologies, vol. 6, no. 2, pp. 41-51, 2018, https://doi.org/10.5937/jouproman1802041Y.

[52] T. V. Dang, “Research and design of a path planning using an improved RRT * algorithm for an autonomous mobile robot,” MM Science Journal, pp. 6712-6716, 2023, http://doi.org/10.17973/MMSJ.2023_10_2023051.

[53] F. Aqlan, J. C. Nwokeji and A. Shamsan, "Teaching an Introductory Data Analytics Course Using Microsoft Access® and Excel®," 2020 IEEE Frontiers in Education Conference (FIE), pp. 1-10, 2020, https://doi.org/10.1109/FIE44824.2020.9274247.


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International Journal of Robotics and Control Systems
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