Research Article
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Analysis of the Challenges Encountered in Industry 4.0 Integration in the Apparel Industry with Fuzzy AHP

Year 2025, Volume: 17 Issue: 2, 320 - 329, 15.07.2025
https://doi.org/10.29137/ijerad.1532287

Abstract

With the industrial revolution called Industry 4.0, new production and consumption styles have emerged in the clothing and apparel industry. Recently, with the increase in technological innovations in the global market, the competitive environment has become increasingly difficult. It has become necessary for businesses to transform their processes to keep up with these innovations quickly. Rapid and continuous change in customer expectations in the apparel market is possible by making production processes flexible and automated. At this point, industry 4.0 innovations meet many needs. Numerous technologies and applications help eliminate inefficiencies and adverse effects in production processes. In addition to these benefits, the Industry 4.0 concept also has disadvantages. Since the size of the enterprises in the garment and clothing sector is primarily small and medium-sized, difficulties are encountered in integrating these technologies. In this study, the evaluation of these difficulties is discussed. Difficulties were identified through a literature review, and evaluation was made with the fuzzy analytic hierarchy process method, one of the multi-criteria decision-making methods. This method allows decision-makers to make effective evaluations in decision processes. Based on the results obtained from the evaluation, suggestions were made to the managers.

References

  • Akram, S. V., Malik, P. K., Singh, R., Gehlot, A., Juyal, A., Ghafoor, K. Z., & Shrestha, S. (2022). Implementation of digitalized technologies for fashion industry 4.0: Opportunities and challenges. Scientific Programming, 2022(1), 7523246. https://doi.org/10.1155/2022/7523246
  • Ahmad, S., Miskon, S., Alabdan, R., & Tlili, I. (2020). Towards sustainable textile and apparel industry: Exploring the role of business intelligence systems in the era of industry 4.0. Sustainability, 12(7), 2632. https://doi.org/10.3390/su12072632
  • Awan, U., Hannola, L., Tandon, A., Goyal, R. K., & Dhir, A. (2022). Quantum computing challenges in the software industry. A fuzzy AHP-based approach. Information and Software Technology, 147, 106896. https://doi.org/10.1016/j.infsof.2022.106896
  • Akay, Ö., & Pehlivan, N. Y. (2018). Determining mobile phone selection using fuzzy analytical hierarchy and fuzzy analytical network process. Selcuk University Social Sciences Institute Journal, (40), 161-175.
  • Bellemare, J. (2018). Fashion apparel industry 4.0 and smart mass customization approach for clothing product design. In Customization 4.0: Proceedings of the 9th World Mass Customization & Personalization Conference (MCPC 2017), Aachen, Germany, November 20th-21st, 2017 (pp. 619-633). Springer International Publishing.
  • Bertola, P., & Teunissen, J. (2018). Fashion 4.0. Innovating fashion industry through digital transformation. Research journal of textile and apparel, 22(4), 352-369. https://doi.org/10.1108/RJTA-03-2018-0023
  • Behr, O. (2018). Fashion 4.0–digital innovation in the fashion industry. Journal of technology and innovation management, 2(1), 1-9.
  • Bhatt, N., Guru, S., Thanki, S., & Sood, G. (2021). Analysing the factors affecting the selection of ERP package: a fuzzy AHP approach. Information Systems and e-Business Management, 19, 641-682. https://doi.org/10.1007/s10257-021-00521-8
  • Chang, D.-Y. (1996). Applications of the extent analysis method on fuzzy AHP. European Journal of Operational Research, 95(3), 649-655.
  • Camcı, A., Temur, G. T., Beşkese, A., Çorum, A., Sivri, Ç., & Cevahiroğlu, H. (2018). Industry 4.0 transformation for the ready-made clothing and apparel sector in Türkiye. Proceedings Book, 41.
  • Çalık, A. (2021). A novel Pythagorean fuzzy AHP and fuzzy TOPSIS methodology for green supplier selection in the Industry 4.0 era. Soft Computing, 25(3), 2253-2265. https://doi.org/10.1007/s00500-020-05294-9
  • Dal Forno, A. J., Bataglini, W. V., Steffens, F., & Ulson de Souza, A. A. (2023). Industry 4.0 in textile and apparel sector: a systematic literature review. Research Journal of Textile and Apparel, 27(1), 95-117.
  • Deepthi, B., & Bansal, V. (2024). Industry 4.0 in textile and apparel industry: A systematic literature review and bibliometric analysis of global research trends. Vision, 28(2), 157-170.
  • Dil, E., & Esmer, A. H. (2020). A research on the industry 4.0 strategies of companies. Journal of Strategic Management Research, 3(1), 85-110.
  • Duarte, A. Y. S., Sanches, R. A., & Dedini, F. G. (2018). Assessment and technological forecasting in the textile industry: From first industrial revolution to the Industry 4.0. Strategic Design Research Journal, 11(3), 193.
  • Eren, T., & Gür, Ş. (2018). Evaluation of factors affecting the performance of operating rooms using fuzzy AHP. Harran University Engineering Journal, 3(3), 197-204.
  • Ghoreishi, M., Happonen, A., & Pynnönen, M. (2020, February). Exploring industry 4.0 technologies to enhance circularity in textile industry: role of internet of things. In Twenty-first International Working Seminar on Production Economics (No. February, pp. 0-16). Austria: Innsbruck.
  • Gökalp, E., Gökalp, M. O., & Eren, P. E. (2018). Industry 4.0 revolution in clothing and apparel factories: Apparel 4.0. Industry, 4, 169-183.
  • Gökalp, E., Gökalp, M. O., & Eren, P. E. (2019). Industry 4.0 revolution in the ready-made clothing and apparel sector: Smart clothing factory proposal. AJIT-e: Academic Journal of Information Technology, 10(37), 73-96.
  • Güler, D., & Yomralioğlu, T. (2020). Suitable location selection for the electric vehicle fast charging station with AHP and fuzzy AHP methods using GIS. Annals of GIS, 26(2), 169-189. https://doi.org/10.1080/19475683.2020.1737226
  • Lakmali, E., Vidanagamachchi, K., & Nanayakkara, J. (2020, September). Industry 4.0 readiness assessment for apparel industry: A study in the Sri Lankan context. In 2020 International Research Conference on Smart Computing and Systems Engineering (SCSE) (pp. 174-181). IEEE.
  • Lalic, B., Rakic, S., & Marjanovic, U. (2019). Use of industry 4.0 and organisational innovation concepts in the Serbian textile and apparel industry. Fibres & Textiles in Eastern Europe, (3 (135), 10-18.
  • Majumdar, A., Garg, H., & Jain, R. (2021). 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, 125, 103372. https://doi.org/10.1016/j.compind.2020.103372
  • Mondal, S. K., Banik, S. C., & Rabbi, M. S. (2021). Evaluation of the Main Barriers of RMG in Industry 4.0 Implementation by Using Analytical Hierarchy Process (AHP) (No. 7100). EasyChair.
  • Nazim, M., Mohammad, C. W., & Sadiq, M. (2022). A comparison between fuzzy AHP and fuzzy TOPSIS methods to software requirements selection. Alexandria Engineering Journal, 61(12), 10851-10870. https://doi.org/10.1016/j.aej.2022.04.005
  • Nhelekwa, L. B., Mollel, J. Z., & Taifa, I. W. (2022). Assessing the digitalisation level of the Tanzanian apparel industry: Industry 4.0 perspectives. Research Journal of Textile and Apparel, 28(2), 185-205.
  • Özbek, A., & Alan, M. A. (2022). Endüstri 4.0 teknolojilerinin transferi: İSO 500 tekstil ve hazır giyim işletmeleri uygulaması. Manas Sosyal Araştırmalar Dergisi, 11(3), 1165-1178. https://doi.org/10.33206/mjss.948371
  • Sağbaş, A., & Özdil, H. (2022). Konfeksiyon işletmelerinde endüstri 4.0 perspektifinde akıllı üretim sistemleri entegrasyonu için bir model önerisi. Düzce Üniversitesi Bilim ve Teknoloji Dergisi, 10(1), 434-447. https://doi.org/10.29130/dubited.909139
  • Swami, S., Ghosh, D., Swami, C., & Upadhyaya, S. (2022). Textile and Apparel Industry: Industry 4.0 Applications. In Handbook of Smart Materials, Technologies, and Devices: Applications of Industry 4.0 (pp. 1321-1340). Cham: Springer International Publishing.
  • Şen, C., Kılıç, A., & Öndoğan, Z. (2020). Endüstri 4.0 ve moda sektöründeki uygulamaları. Turkish Journal of Fashion Design and Management, 2(2), 53-65.
  • Taifa, I. W. R., Hayes, S. G., & Stalker, I. D. (2020). Towards a digital revolution in the UK apparel manufacturing: An industry 4.0 perspective. In Industry 4.0–Shaping The Future of The Digital World (pp. 3-8). CRC Press.
  • Tripathi, A. K., Agrawal, S., & Gupta, R. D. (2021). Comparison of GIS-based AHP and fuzzy AHP methods for hospital site selection: a case study for Prayagraj City, India. GeoJournal, 1-22. https://doi.org/10.1007/s10708-021-10445-y
  • Yazıcı, E., Alakaş, H. M., & Eren, T. (2023). Prioritizing of sectors for establishing a sustainable industrial symbiosis network with Pythagorean fuzzy AHP-Pythagorean fuzzy TOPSIS method: a case of industrial park in Ankara. Environmental Science and Pollution Research, 30(31), 77875-77889. https://doi.org/10.1007/s11356-023-27882-6
  • Yoşumaz, İ., & Özkara, B. (2019). Endüstri 4.0 Sürecinin hazır giyim işletmeleri üzerindeki etkileri: Hugo Boss Türkiye Örneği. İşletme Araştırmaları Dergisi, 11(4), 2587-2600.
  • Wijewardhana, G. E. H., Weerabahu, S. K., Nanayakkara, J. L. D., & Samaranayake, P. (2021). New product development process in apparel ındustry using ındustry 4.0 technologies. International Journal of Productivity and Performance Management, 70(8), 2352-2373.
  • Zavadskas, E. K., Turskis, Z., Stević, Ž., & Mardani, A. (2020). Modelling procedure for the selection of steel pipes supplier by applying fuzzy AHP method. Operational Research in Engineering Sciences: Theory and Applications, 3(2), 39-53. https://doi.org/10.31181/oresta2003034z

Konfeksiyon Sektöründe Endüstri 4.0 Entegrasyonunda Karşılaşılan Zorlukların Bulanık AHP ile Analizi

Year 2025, Volume: 17 Issue: 2, 320 - 329, 15.07.2025
https://doi.org/10.29137/ijerad.1532287

Abstract

Endüstri 4.0 olarak adlandırılan sanayi devrimi ile giyim ve konfeksiyon sektöründe yeni üretim ve tüketim biçimleri ortaya çıkmıştır. Son zamanlarda küresel pazarda teknolojik yeniliklerin artması ile rekabet ortamı gittikçe zorlaşmıştır. İşletmeler bu yeniliklere hızlı bir şekilde ayak uydurmak için süreçlerini dönüştürmeleri zorunlu hale gelmiştir. Konfeksiyon pazarında müşteri beklentilerinin hızlı ve sürekli olarak değişmesi üretim süreçlerinin esnek ve otomatik hale getirilmesi ile mümkündür. Bu noktada endüstri 4.0 yenilikleri birçok ihtiyaca yanıt vermektedir. Çok sayıda teknoloji ve uygulama, üretim süreçlerinde verimsizliği ve olumsuz etkilerin ortadan kaldırılmasına fayda sağlamaktadır. Endüstri 4.0 kavramının bu faydalarının yanı sıra dezavantajları da bulunmaktadır. Konfeksiyon ve giyim sektöründeki işletmelerin büyüklüğü çoğunlukla küçük ve orta büyüklükte olduğu için bu teknolojilerin entegrasyonunda zorluklar ile karşılaşılmaktadır. Bu çalışmada da bu zorlukların değerlendirilmesi ele alınmıştır. Literatür taraması ile zorluklar belirlenmiş ve çok ölçütlü karar verme yöntemlerinden bulanık analitik hiyerarşi süreci yöntemi ile değerlendirme yapılmıştır. Bu yöntem karar vericilere karar süreçlerinde etkin değerlendirmeler yapılabilmesine imkân sağlamaktadır. Değerlendirme sonucunda elde edilen sonuçlara göre yöneticilere önerilerde bulunulmuştur.

References

  • Akram, S. V., Malik, P. K., Singh, R., Gehlot, A., Juyal, A., Ghafoor, K. Z., & Shrestha, S. (2022). Implementation of digitalized technologies for fashion industry 4.0: Opportunities and challenges. Scientific Programming, 2022(1), 7523246. https://doi.org/10.1155/2022/7523246
  • Ahmad, S., Miskon, S., Alabdan, R., & Tlili, I. (2020). Towards sustainable textile and apparel industry: Exploring the role of business intelligence systems in the era of industry 4.0. Sustainability, 12(7), 2632. https://doi.org/10.3390/su12072632
  • Awan, U., Hannola, L., Tandon, A., Goyal, R. K., & Dhir, A. (2022). Quantum computing challenges in the software industry. A fuzzy AHP-based approach. Information and Software Technology, 147, 106896. https://doi.org/10.1016/j.infsof.2022.106896
  • Akay, Ö., & Pehlivan, N. Y. (2018). Determining mobile phone selection using fuzzy analytical hierarchy and fuzzy analytical network process. Selcuk University Social Sciences Institute Journal, (40), 161-175.
  • Bellemare, J. (2018). Fashion apparel industry 4.0 and smart mass customization approach for clothing product design. In Customization 4.0: Proceedings of the 9th World Mass Customization & Personalization Conference (MCPC 2017), Aachen, Germany, November 20th-21st, 2017 (pp. 619-633). Springer International Publishing.
  • Bertola, P., & Teunissen, J. (2018). Fashion 4.0. Innovating fashion industry through digital transformation. Research journal of textile and apparel, 22(4), 352-369. https://doi.org/10.1108/RJTA-03-2018-0023
  • Behr, O. (2018). Fashion 4.0–digital innovation in the fashion industry. Journal of technology and innovation management, 2(1), 1-9.
  • Bhatt, N., Guru, S., Thanki, S., & Sood, G. (2021). Analysing the factors affecting the selection of ERP package: a fuzzy AHP approach. Information Systems and e-Business Management, 19, 641-682. https://doi.org/10.1007/s10257-021-00521-8
  • Chang, D.-Y. (1996). Applications of the extent analysis method on fuzzy AHP. European Journal of Operational Research, 95(3), 649-655.
  • Camcı, A., Temur, G. T., Beşkese, A., Çorum, A., Sivri, Ç., & Cevahiroğlu, H. (2018). Industry 4.0 transformation for the ready-made clothing and apparel sector in Türkiye. Proceedings Book, 41.
  • Çalık, A. (2021). A novel Pythagorean fuzzy AHP and fuzzy TOPSIS methodology for green supplier selection in the Industry 4.0 era. Soft Computing, 25(3), 2253-2265. https://doi.org/10.1007/s00500-020-05294-9
  • Dal Forno, A. J., Bataglini, W. V., Steffens, F., & Ulson de Souza, A. A. (2023). Industry 4.0 in textile and apparel sector: a systematic literature review. Research Journal of Textile and Apparel, 27(1), 95-117.
  • Deepthi, B., & Bansal, V. (2024). Industry 4.0 in textile and apparel industry: A systematic literature review and bibliometric analysis of global research trends. Vision, 28(2), 157-170.
  • Dil, E., & Esmer, A. H. (2020). A research on the industry 4.0 strategies of companies. Journal of Strategic Management Research, 3(1), 85-110.
  • Duarte, A. Y. S., Sanches, R. A., & Dedini, F. G. (2018). Assessment and technological forecasting in the textile industry: From first industrial revolution to the Industry 4.0. Strategic Design Research Journal, 11(3), 193.
  • Eren, T., & Gür, Ş. (2018). Evaluation of factors affecting the performance of operating rooms using fuzzy AHP. Harran University Engineering Journal, 3(3), 197-204.
  • Ghoreishi, M., Happonen, A., & Pynnönen, M. (2020, February). Exploring industry 4.0 technologies to enhance circularity in textile industry: role of internet of things. In Twenty-first International Working Seminar on Production Economics (No. February, pp. 0-16). Austria: Innsbruck.
  • Gökalp, E., Gökalp, M. O., & Eren, P. E. (2018). Industry 4.0 revolution in clothing and apparel factories: Apparel 4.0. Industry, 4, 169-183.
  • Gökalp, E., Gökalp, M. O., & Eren, P. E. (2019). Industry 4.0 revolution in the ready-made clothing and apparel sector: Smart clothing factory proposal. AJIT-e: Academic Journal of Information Technology, 10(37), 73-96.
  • Güler, D., & Yomralioğlu, T. (2020). Suitable location selection for the electric vehicle fast charging station with AHP and fuzzy AHP methods using GIS. Annals of GIS, 26(2), 169-189. https://doi.org/10.1080/19475683.2020.1737226
  • Lakmali, E., Vidanagamachchi, K., & Nanayakkara, J. (2020, September). Industry 4.0 readiness assessment for apparel industry: A study in the Sri Lankan context. In 2020 International Research Conference on Smart Computing and Systems Engineering (SCSE) (pp. 174-181). IEEE.
  • Lalic, B., Rakic, S., & Marjanovic, U. (2019). Use of industry 4.0 and organisational innovation concepts in the Serbian textile and apparel industry. Fibres & Textiles in Eastern Europe, (3 (135), 10-18.
  • Majumdar, A., Garg, H., & Jain, R. (2021). 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, 125, 103372. https://doi.org/10.1016/j.compind.2020.103372
  • Mondal, S. K., Banik, S. C., & Rabbi, M. S. (2021). Evaluation of the Main Barriers of RMG in Industry 4.0 Implementation by Using Analytical Hierarchy Process (AHP) (No. 7100). EasyChair.
  • Nazim, M., Mohammad, C. W., & Sadiq, M. (2022). A comparison between fuzzy AHP and fuzzy TOPSIS methods to software requirements selection. Alexandria Engineering Journal, 61(12), 10851-10870. https://doi.org/10.1016/j.aej.2022.04.005
  • Nhelekwa, L. B., Mollel, J. Z., & Taifa, I. W. (2022). Assessing the digitalisation level of the Tanzanian apparel industry: Industry 4.0 perspectives. Research Journal of Textile and Apparel, 28(2), 185-205.
  • Özbek, A., & Alan, M. A. (2022). Endüstri 4.0 teknolojilerinin transferi: İSO 500 tekstil ve hazır giyim işletmeleri uygulaması. Manas Sosyal Araştırmalar Dergisi, 11(3), 1165-1178. https://doi.org/10.33206/mjss.948371
  • Sağbaş, A., & Özdil, H. (2022). Konfeksiyon işletmelerinde endüstri 4.0 perspektifinde akıllı üretim sistemleri entegrasyonu için bir model önerisi. Düzce Üniversitesi Bilim ve Teknoloji Dergisi, 10(1), 434-447. https://doi.org/10.29130/dubited.909139
  • Swami, S., Ghosh, D., Swami, C., & Upadhyaya, S. (2022). Textile and Apparel Industry: Industry 4.0 Applications. In Handbook of Smart Materials, Technologies, and Devices: Applications of Industry 4.0 (pp. 1321-1340). Cham: Springer International Publishing.
  • Şen, C., Kılıç, A., & Öndoğan, Z. (2020). Endüstri 4.0 ve moda sektöründeki uygulamaları. Turkish Journal of Fashion Design and Management, 2(2), 53-65.
  • Taifa, I. W. R., Hayes, S. G., & Stalker, I. D. (2020). Towards a digital revolution in the UK apparel manufacturing: An industry 4.0 perspective. In Industry 4.0–Shaping The Future of The Digital World (pp. 3-8). CRC Press.
  • Tripathi, A. K., Agrawal, S., & Gupta, R. D. (2021). Comparison of GIS-based AHP and fuzzy AHP methods for hospital site selection: a case study for Prayagraj City, India. GeoJournal, 1-22. https://doi.org/10.1007/s10708-021-10445-y
  • Yazıcı, E., Alakaş, H. M., & Eren, T. (2023). Prioritizing of sectors for establishing a sustainable industrial symbiosis network with Pythagorean fuzzy AHP-Pythagorean fuzzy TOPSIS method: a case of industrial park in Ankara. Environmental Science and Pollution Research, 30(31), 77875-77889. https://doi.org/10.1007/s11356-023-27882-6
  • Yoşumaz, İ., & Özkara, B. (2019). Endüstri 4.0 Sürecinin hazır giyim işletmeleri üzerindeki etkileri: Hugo Boss Türkiye Örneği. İşletme Araştırmaları Dergisi, 11(4), 2587-2600.
  • Wijewardhana, G. E. H., Weerabahu, S. K., Nanayakkara, J. L. D., & Samaranayake, P. (2021). New product development process in apparel ındustry using ındustry 4.0 technologies. International Journal of Productivity and Performance Management, 70(8), 2352-2373.
  • Zavadskas, E. K., Turskis, Z., Stević, Ž., & Mardani, A. (2020). Modelling procedure for the selection of steel pipes supplier by applying fuzzy AHP method. Operational Research in Engineering Sciences: Theory and Applications, 3(2), 39-53. https://doi.org/10.31181/oresta2003034z
There are 36 citations in total.

Details

Primary Language English
Subjects Multiple Criteria Decision Making
Journal Section Research Article
Authors

Seyda Gur 0000-0002-4639-9657

Submission Date August 12, 2024
Acceptance Date November 30, 2024
Early Pub Date July 4, 2025
Publication Date July 15, 2025
Published in Issue Year 2025 Volume: 17 Issue: 2

Cite

APA Gur, S. (2025). Analysis of the Challenges Encountered in Industry 4.0 Integration in the Apparel Industry with Fuzzy AHP. International Journal of Engineering Research and Development, 17(2), 320-329. https://doi.org/10.29137/ijerad.1532287

Kırıkkale University, Faculty of Engineering and Natural Science, 71450 Yahşihan / Kırıkkale, Türkiye.

ijerad@kku.edu.tr