A Review on Tools and Methods for Analyzing Production Quality Control in the Food and Textile Industries
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The methods reviewed in this study include DMAIC (Define–Measure–Analyze–Improve–Control), FMEA (Failure Mode and Effect Analysis), Kaizen, Seven Tools of Quality, SPC (Statistical Process Control), and SQC (Statistical Quality Control). Each method offers different strengths and limitations in improving product quality and process performance. DMAIC and SPC provide a structured, data-driven approach to identifying root causes and implementing systematic remedies. FMEA supports proactive risk analysis by identifying potential failures before they occur. Kaizen emphasizes continuous improvement through employee engagement and incremental change, while Seven Tools of Quality facilitates visual identification of problems and basic quality analysis. Meanwhile, SQC ensures the monitoring and quantitative control of production performance. The study concludes that the food industry benefits the most from DMAIC–SPC–FMEA integration due to its strong emphasis on safety, risk prevention, and process consistency. In contrast, the textile industry achieves better results through the combination of Kaizen–DMAIC–Seven Tools, which focuses on optimizing sustainable processes, reducing waste, and minimizing variability in the production process.
Abtew, M. A., Kropi, S., Hong, Y., & Pu, L. (2018). Implementation of Statistical Process Control (SPC) in the Sewing Section of Garment Industry for Quality Improvement. Autex Research Journal, 18(2), 160–172. https://doi.org/10.1515/aut-2017-0034
Adrian, K., Kosasih, W., & Salomon, L. L. (2024). Penerapan Lean Six Sigma Dalam Pengendalian Kualitas Produk: Studi Kasus Perusahaan Tekstil. Jurnal Mitra Teknik Industri, 3(1), 82–93. https://doi.org/10.24912/jmti.v3i1.29818
Alifka, K. P., & Apriliani, F. (2024). Analisis Pengendalian Kualitas Produk Menggunakan Metode Statistical Process Control (SPC) dan Failure Mode and Effect Analysis (FMEA). Factory Jurnal Industri, Manajemen Dan Rekayasa Sistem Industri, 2(3), 97–118. https://doi.org/10.56211/factory.v2i3.486
Aristriyana, E., & Ahmad Fauzi, R. (2023). Analisis Penyebab Kecacatan Produk Dengan Metode Fishbone Diagram Dan Failure Mode Effect Analysis (Fmea) Pada Perusahaan Elang Mas Sindang Kasih Ciamis. Jurnal Industrial Galuh, 4(2), 75–85. https://doi.org/10.25157/jig.v4i2.3021
Ariyanto, M. D., & Wahyuni, H. C. (2024). Quality Control of Kremes Noodle Products Based On Food Safety Aspects With Six Sigma And SWOT Methods. Jurnal Info Sains: Informatika Dan Sains, 14(01), 2024. https://doi.org/10.54209/infosains.v14i01
Awuchi, C. G. (2023). HACCP, quality, and food safety management in food and agricultural systems. Cogent Food and Agriculture, 9(1), 1–29. https://doi.org/10.1080/23311932.2023.2176280
Chaerunnisa, R. (2023). SQC (Statistical Quality Control) Method Analysis of Quality Control in the Clothes Production Process. Atlantis Press International BV. https://doi.org/10.2991/978-94-6463-226-2_16
de Oliveira, A. (2024, July 23). Optimize Your Manufacturing Operations with the DMAIC Process. Proaction International.
https://blog.proactioninternational.com/en/dmaic-process-to-optimize-operations. Accessed on October 29, 2025.
Dickson. (2015, March 22). Definition of QC 7 Tools (Seven Quality Control Tools). Produksi Elektronik. https://produksielektronik.com/pengertian-qc-7-tools-tujuh-alat-pengendalian-kualitas/. Accessed on October 29, 2025.
Durakovic, B., & Basic, H. (2013). Textile Cutting Process Optimization Model Based On Six Sigma Methodology in a Medium-Sized Company. Periodicals of Engineering and Natural Sciences (PEN), 1(1), 39–46. https://doi.org/10.21533/pen.v1i1.15
Dzul Arnendy Muhammad, Yunita Primasanti, & Erna Indriastiningsih. (2025). Penerapan Metode Statistical Process Control terhadap Kualitas Benang 40 CD KNB Pada Proses Warping di Perusahaan PC GKBI. Manufaktur: Publikasi Sub Rumpun Ilmu Keteknikan Industri, 3(3), 01–22. https://doi.org/10.61132/manufaktur.v3i3.1028
Elmas, M. (2017). Pengendalian kualitas dengan menggunakan metode SQC. Jurnal Penelitian Ilmu Ekonomi, 7, 15–22. https://doi.org/10.30741/wiga.v7i1.330
Erdil, A. (2020). Assessment of total quality management according to strategic planning: a case study for a business in the textile-apparel industry. Pressacademia, 7(3), 157–168. https://doi.org/10.17261/pressacademia.2020.1279
Fithri, P., Jovie Andra, D., Wirdianto, E., & Taufik. (2020). The use of FMEA for the Quality Control Analysis of Greige Fabrics (case study in the Weaving Department of PT. Unitex, Tbk). IOP Conference Series: Materials Science and Engineering, 847(1). https://doi.org/10.1088/1757-899X/847/1/012002
Fitri, T. Z., Dani, R., Putra, E., Foci, N. A., Yasin, M., & Munanda, M. A. (2025). Analysis of Bread Production Quality at SMEs Industry using Statistical Process Control (SPC). Journal of Engineering Science and Technology Management, 5(2), 2828–7886. https://doi.org/10.31004/jestm.v5i2.281
Fitria, L., Tauhida, D., & Sokhibi, A. (2023). Quality Control with Six Sigma Method to Minimize Polyester Fabric Product Defects at PT Sukuntex. Opsi, 16(1), 110. https://doi.org/10.31315/opsi.v16i1.6786
Hairiyah, N., Amalia, R. R., & Nuryati, N. (2020). Pengendalian Kualitas Amplang Menggunakan Seven Tools Di Ud. Kelompok Melati. Agrointek, 14(2), 249–257. https://doi.org/10.21107/agrointek.v14i2.6055
Hamdani, D. (2022). Pengendalian Kualitas Dengan Menggunakan Metode Seven Tools Pada PT X. Jurnal Ekonomi, Manajemen Dan Perbankan (Journal of Economics, Management and Banking), 6(3), 139. https://doi.org/10.35384/jemp.v6i3.237
Haryanto, E. (2019). Analisis Pengendalian Kualitas Produk Bos Rotor Pada Proses Mesin Cnc Lathe Dengan Metode Seven Tools. Jurnal Teknik, 8(1). https://doi.org/10.31000/jt.v8i1.1595
Hernadewita, H., & Saleh, B. I. (2020). Identifying tools and methods for risk identification and assessment in construction supply chain. International Journal of Engineering, Transactions A: Basics, 33(7), 1311–1320. https://doi.org/10.5829/ije.2020.33.07a.18
Indriyani, F., & Retno Prasinta, W. (2025). Analisis Pengendalian Kualitas Produk Menggunakan Metode Seven Tools Dan Failure Mode And Effect Analysis (FMEA) Pada UMKM Tahu Goreng Bu Tita Kabupaten Garut. Jurnal Riset Manajemen Dan Akuntansi, 5(1), 39–52. https://doi.org/10.55606/jurima.v5i1.5011
Islam, M. M., Mintoo, A. A., & Abu Saleh, M. S. (2024). Enhancing Textile Quality Control With Iot Sensors: a Case Study of Automated Defect Detection. Global Mainstream Journal, 1(1), 19–30. https://doi.org/10.62304/ijmisds.v1i1.113
Jamil, N., Hassan, M. Z., Yaacob, T. Z., Omain, S. Z., & Zakuan, N. (2025). Integrating Green Lean Six Sigma for Sustainable Operational Excellence: A Review of Applications in Malaysia’s Food and Beverage Industry. International Journal of Academic Research in Business and Social Sciences, 15(6). https://doi.org/10.6007/ijarbss/v15-i6/25671
Joy, R. A., Hawlader, M. S., Rahman, M. S., Hossain, M. R., Shamim, S. I., & Mahmud, H. (2024). Improving Quality, Productivity, and Cost Aspects of a Sewing Line of Apparel Industry Using TQM Approach. Mathematical Problems in Engineering, 2024. https://doi.org/10.1155/2024/6697213
Khakiki, E. K., & Donoriyanto, D. S. (2024). Analysis of Quality Control of Bread Products Using the Seven Tools Method and Kaizen in Banana Bread Shop Jombang. IJIEM - Indonesian Journal of Industrial Engineering and Management, 5(2), 517. https://doi.org/10.22441/ijiem.v5i2.22205
Khalid, S., Irshad, M. Z., & Mahmood, B. (2011). TQM Implementation in Textile Manufacturing Industry to Success: Review and Case Study. International Business Research, 4(4), 9000–9005. https://doi.org/10.5539/ibr.v4n4p242
Khoiri, H. A., Kusuma, Y. A., & Aryaningtyas, F. D. (2024). Implementasi Six-Sigma pada Produksi Kain Rayon Lebar PT XYZ. Performa: Media Ilmiah Teknik Industri, 23(2), 126. https://doi.org/10.20961/performa.23.2.85010
Komal, S., & Saad, S. M. (2022). The Role of Total Quality Management in Textile Industry. Advances in Transdisciplinary Engineering, 25, 207–214. https://doi.org/10.3233/ATDE220592
Kristanto Mulyono, & Yeni Apriyani. (2021). Analisis Pengendalian Qualitas Produk Dengan Metode Sqc (Statistical Quality Control). JENIUS : Jurnal Terapan Teknik Industri, 2(1), 41–50. https://doi.org/10.37373/jenius.v2i1.93
Lim, S. A. H., Antony, J., & Albliwi, S. (2014). Statistical Process Control (SPC) in the food industry - A systematic review and future research agenda. Trends in Food Science and Technology, 37(2), 137–151. https://doi.org/10.1016/j.tifs.2014.03.010
Machado, R., Barros, L. A. M., Vieira, V., Silva, F. D. da, Costa, H., & Carvalho, V. (2025). Textile Defect Detection Using Artificial Intelligence and Computer Vision—A Preliminary Deep Learning Approach. Electronics (Switzerland), 14(18), 1–27. https://doi.org/10.3390/electronics14183692
Manik, E., Sidharta, I., Coenraad, D. P., Komara, A. T., Satria, R. O., & Riadi, F. (2023). Assessing total quality management and its impact on product quality: A cross-sectional study on textile industries in Bandung, Indonesia. International Journal of Applied Economics, Finance and Accounting, 15(2), 71–79. https://doi.org/10.33094/ijaefa.v15i2.820
Nofal Azhar Pratama, Marchimal Zulfian Dito, Otniel Odi Kurniawan, & Ari Zaqi Al-Faritsy. (2023). Analisis Pengendalian Kualitas Dengan Metode Seven Tools Dan Kaizen Dalam Upaya Mengurangi Tingkat Kecacatan Produk. Jurnal Teknologi Dan Manajemen Industri Terapan, 2(2), 53–62. https://doi.org/10.55826/tmit.v2i1.111
Novianti, F., & Rochmoeljati, R. (2023). Quality Control of Edamame Products Using Statistical Quality Control (SQC) and Failure Mode Effect Analysis (FMEA) Methods in PT. XYZ. IJIEM - Indonesian Journal of Industrial Engineering and Management, 4(2), 221. https://doi.org/10.22441/ijiem.v4i2.20550
Nugraha, E., & Rini Mulyani Sari. (2024). Aplikasi Metode Fmea Sebagai Upaya Pengendalian Kecacatan Produksi Kain Weaving, Studi Kasus: Pt X. 6(1), 2656–8918. https://doi.org/doi.org/10.31539/jomb.v6i4.10474
Nugroho, I. S., Maulana, A. A., Mubharoq, M. R., Rafi, M., Fuadi, N., & Alam, S. (2024). Analysis of quality control in clothing production using SQC (Statistical Quality Control) and 5W+1H methods. Keynesia : International Journal of Economy and Business, 3(2), 155–166. https://doi.org/10.55904/keynesia.v3i2.1248
Okoli, C. (2015). Communications of the Association for Information Systems A Guide to Conducting a Standalone Systematic Literature Review. Communications of the Association for Information Systems, 37, 43. http://aisel.aisnet.org/cais/vol37/iss1/43
Pereira, F., Lopes, H., Pinto, L., Soares, F., Vasconcelos, R., Machado, J., & Carvalho, V. (2025). Yarn quality analysis by using computer vision and deep learning techniques. Textile Research Journal . https://doi.org/10.1177/00405175251331205
Puttero, S., Verna, E., Genta, G., & Galetto, M. (2024). Improved quality control and sustainability in food production by machine learning. Procedia CIRP, 122, 533–538. https://doi.org/10.1016/j.procir.2024.01.078
Putri, M. A., Chameloza, C., & Anggriani, R. (2021). Analisis Pengendalian Kualitas Produk Pengalengan Ikan Dengan Metode Statistical Quality Control (Studi Kasus: Pada CV. Pasific Harvest). Food Technology and Halal Science Journal, 4(2), 109–123. https://doi.org/10.22219/fths.v4i2.15603
Rahaman, M. T., Pranta, A. D., Repon, M. R., Ahmed, M. S., & Islam, T. (2024). Green production and consumption of textiles and apparel: Importance, fabrication, challenges and future prospects. Journal of Open Innovation: Technology, Market, and Complexity, 10(2), 100280. https://doi.org/10.1016/j.joitmc.2024.100280
Rahmanda, V., Rahma, T. I. F., & Ilhamy, M. L. (2023). Pengendalian Kualitas Proses Produksi Konveksi Rumahan Dalam Meningkatkan Kualitas Produk (Studi Kasus Vivana Konveksi). Ecobisma (Jurnal Ekonomi, Bisnis Dan Manajemen), 10(2), 67–80. https://doi.org/10.36987/ecobi.v10i2.4436
Raza, Q., Arshad, M., Khattak, & Bilal, S. (2025). Spectrum Of Engineering Sciences Data-Driven Process Improvement In Textile Spinning Through Lean Six Sigma Methodology Spectrum Of Engineering Sciences. 3138, 435–445. https://doi.org/https://doi.org/10.5281/zenodo
Ridho, D. A., & Suseno, S. (2023). Analisis Pengendalian Kualitas Produk Dengan Metode Lean Six SIgma Pada PT. Djohartex. Jurnal Inovasi Dan Kreativitas (JIKa), 2(2), 64–82. https://doi.org/10.30656/jika.v2i2.6009
Rifaldi, A. R., Kastaman, R., & Syahmurman, F. (2024). Analisis Metode Pengendalian Kualitas Statistik dalam Pengendalian Kualitas Proses Produksi Keranjang Rotan DI CV. Ravindo. Jurnal Teknotan, 18(3), 211–218. https://doi.org/10.24198/jt.vol18n3.7
Ristandi, A., & Abidin, A. (2024). Analisis kualitas pada Proses Pencelupan dengan Metode DMAIC di Departemen Dyeing PT. Indonesia Synthetic Textile Mills. Jurnal Teknik Industri Terintegrasi, 7(3), 1746–1756. https://doi.org/10.31004/jutin.v7i3.27672
Shrestha, N. (2021). Application of Statistical Process Control Chart in Food Manufacturing Industry. International Journal of Engineering, Business and Management, 4(5), 82–87. https://doi.org/10.22161/ijebm.4.5.2
Siallagan, S., & Diomen Syahputra Manik. (2024). Analisis Metode Pengendalian Kualitas Produk sebagai Pencegahan Kegagalan Produksi: A Literature Review. Journal of Industrial and Manufacture Engineering, 8(2), 145–155. https://doi.org/10.31289/jime.v8i2.11403
Stunell Technology. (2018, June 1). Failure Modes Effects Analysis (FMEA) Training. Stunell. https://www.stunell.com/fmea-training/. Accessed on October 29, 2025.
Trihastuti, D., Dewi, D. R. S., Santosa, H., & Yuliawati, E. (2024). Developing a Framework on Designing a Sustainable Supply Chain by Integrating Input-Output Analysis and DEMATEL Method: A Case Study on Textile Industry in Indonesia. Journal Europeen Des Systemes Automatises, 57(2), 497–504. https://doi.org/10.18280/jesa.570219
Tyas, T. C., & Giyanti, I. (2024). Quality control of garment product using DMAIC Six Sigma. Opsi, 17(1), 234. https://doi.org/10.31315/opsi.v17i1.7107
Umiati, Nugraha, I., & Donoriyanto, D. S. (2023). Quality Control Analysis to Reduce Instant Noodle Product Defects with Six Sigma and Kaizen Method. Procedia of Engineering and Life Science, 3, 231–238. https://doi.org/10.11594/nstp.2023.3633
URAL, Ö., & ELMALI, C. (2023). Statistical Process Control As a Tool for Quality Improvement: a Case Study in Denim Pant Production. Mugla Journal of Science and Technology, 9(2), 94–103. https://doi.org/10.22531/muglajsci.1316596
Vassos, V., Voltezou, A., Stavropoulos, A., Stavropoulou, E., Stefanis, C., Tsigalou, C., Nena, E., Chatzaki, E., Constantinidis, T. C., & Bezirtzoglou, E. (2024). The Role of Total Quality Management in the Pharmaceutical, Food, and Nutritional Supplement Sectors. Foods, 13(16). https://doi.org/10.3390/foods13162606
Vista Sukma Sonata, Ega Taqwali Berman, & Aulia Zikri Rahman. (2025). Penerapan Six Sigma Dan Kaizen Pada Produk Cacat Benang Di PT XYZ. Jurnal Teknik Mesin, Elektro Dan Ilmu Komputer, 5(2), 01–12. https://doi.org/10.55606/teknik.v5i2.6473
Wardah, S., Suharto, S., & Lestari, R. (2022). Analisis Pengendalian Kualitas Proses Produksi Produk Nata De Coco Dengan Metode Statistic Quality Control ( Sqc ). JISI: Jurnal Integrasi Sistem Industri, 9(2), 165–175. https://doi.org/10.24853/jisi.9.2.165-175
Wardana, A. D., & Nina Mahbubah. (2022). Integrating Seven Tools and Kaizen Approach in Evaluating Defects on Tofu Production Process. Jurnal E-Komtek (Elektro-Komputer-Teknik), 6(1), 101–113. https://doi.org/10.37339/e-komtek.v6i1.879
YILMAZ, Ö. F. (2023). Application of statistical quality control methods in a textile manufacturing company. Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji, 11(2), 367–378. https://doi.org/10.29109/gujsc.1221568
Yosephine, V. S., Hanna, T., Setiawati, M., & Setiawan, A. (2024). Machine Learning for Quality Control in Traditional Textile Manufacturing. Jurnal Rekayasa Sistem Industri, 13(1), 165–174. https://doi.org/10.26593/jrsi.v13i1.7173.165-174
