PROCESS CAPABILITY ANALYSIS OF WORK PROCEDURES TO REDUCE WASTE : A CASE STUDY OF AN AUTOMOTIVE PARTS MANUFACTURING PLANT
DOI:
https://doi.org/10.55766/sujst10959Keywords:
Defect, Process Capability Analysis, Production Cost, Work ProceduresAbstract
This study focuses on analyzing and improving the process capability for waste reduction in an automotive parts manufacturing plant. A cause-and-effects diagram was employed to investigate and identify the root causes of defects. Process capability analysis was then applied to evaluate the effectiveness of improvements of the Work Procedures. The initial defect rate was 2.9 percent, consisting mainly of surface scratches, dents, discontinuous surfaces, and poor surface finishes. The primary causes were inappropriate insert selection and cutting direction, leading to inadequate tool strength and premature wear. Prior to the improvement, the process capability index (Ppk) was 0.67. After implementing the proposed improvements, the three-step modification process includes altering the cutting tool path direction, adjusting the feed rate, and changing the cutting insert. The defects were completely eliminated, tool life was significantly extended, the process capability index increased to 1.39, and production costs were reduced by 5.10 percent
References
Abolghasem, S., & Mancilla-Cubides, N. (2021). Optimization of machining parameters for product quality and productivity in turning process of aluminum. Ingeniería y Universidad, 26, 1-27. https://doi.org/10.11144/Javeriana.iued26.ompp
Altuntas, T., & Atalan, A. (2024). Process capability analysis of prediction data of ML algorithms. Ekonomi İşletme ve Maliye Araştırmaları Dergisi, 6(2), 208-220. https://doi.org/10.38009/ekimad.1519608
Alyehya, A. (2024). Vertical turning lathe versus horizontal turning lathe: A comparative analysis. International Journal of Engineering Research and Applications, 14(9), 81-86. https://doi.org/10.9790/9622-14098186
Avramova, T., Vasileva, D., & Peneva, T. (2024). An overview of the basic concepts and terms related to manufacturing process capability evaluation. AIP Conference Proceedings, 3104(1), 020011. https://doi.org/10.1063/5.0198835
Benkova, M., Bednarova, D., & Bogdanovska, G. (2024). Process capability evaluation using capability indices as a part of statistical process control. Mathematics, 12(11), 1679. https://doi.org/10.3390/math12111679
Darji, G. B., & Patel, D. A. (2024). Experimental investigation for enhancement of CNC turning tool for different quenchants. SPU Journal of Science, Technology and Management Research, 2(1), 1-14. https://doi.org/10.63766/spujstmr.24.000028
Ghelani, H. (2021). Advances in lean manufacturing: Improving quality and efficiency in modern production systems. International Journal of Scientific Research and Management, 9(6), 611-625. https://doi.org/10.18535/ijsrm/v9i06.ec02
Haktanır, E., & Kahraman, C. (2021). Process design and capability analysis using Pythagorean fuzzy sets: Surgical mask production machines comparison. Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 42(1), 477-489. https://doi.org/10.3233/JIFS-219205
Kumar, R., Kanwal, A., Asim, M., Pervez, M., Mujtaba, M. A., Fouad, Y., & Kalam, M. A. (2024). Transforming the transportation sector: Mitigating greenhouse gas emissions through electric vehicles (EVs) and exploring sustainable pathways. AIP Advances, 14(3), 035320. https://doi.org/10.1063/5.0193506
Kwilinski, A., & Kardas, M. (2023). Enhancing process stability and quality management: A comprehensive analysis of process capability indices. Virtual Economics, 6(4), 73-92. https://doi.org/10.34021/ve.2023.06.04(5)
Li, Y., & Zhu, L. (2025). Failure modes analysis related to user experience in interactive system design through a fuzzy failure mode and effect analysis-based hybrid approach. Applied Sciences, 15(6), 2954. https://doi.org/10.3390/app15062954
Mahapatra, A. P. K., Song, J., Shao, Z., Dong, T., Gong, Z., Paul, B., & Padhy, I. (2020). Concept of process capability indices as a tool for process performance measures and its pharmaceutical application. Journal of Drug Delivery and Therapeutics, 10(5), 333-344. https://doi.org/10.22270/jddt.v10i5.4288
Monye, S. I., Afolalu, S. A., Lawal, S. L., Gisanrin, T. T., Oluwatoyin, O. A., & Adeyemi, A. G. (2023). Now and future challenges of the automobile industry in the developing world. E3S Web of Conferences, 430, 01221. https://doi.org/10.1051/e3sconf/202343001221
Nita, B., Schnakovszky, C., Tampu, R., Tampu, N. C., & Herghelegiu, E. (2022). A review regarding cooling techniques in the turning, milling and cutting process. Buletinul Institutului Politehnic din Iași. Secția Matematica. Mecanică Teoretică. Fizică, 68(1), 35-47. https://doi.org/10.2478/bipmf-2022-0003
Odeyinka, O., & Popoola, O. (2021). Process capability analysis in a polypropylene bag manufacturing company. Journal of Applied Sciences and Environmental Management, 25(8), 1477-1482. https://doi.org/10.4314/jasem.v25i8.30
Pacana, A., & Czerwińska, K. (2023). A quality control improvement model that takes into account the sustainability concept and KPIs. Sustainability, 15(12), 9627. https://doi.org/10.3390/su15129627
Ploypanichcharoen, K. (2004). Process capability analysis (PCA): Revised edition (Analyzed with Minitab) (3rd ed.). Technology Promotion Association (Thailand-Japan).
Qader, H. M., Birdawod, H. Q., Qader, H. M., & Sedeeq, B. S. (2025). Capability process to optimize specification by impact of wavelet analysis. Cihan University-Erbil Journal of Humanities and Social Sciences, 9(1), 53-60. https://doi.org/10.24086/cuejhss.v9n1y2025.pp53-60
Rodjananugoon, J., Rawangwong, S., & Homkhiew, C. (2021). Surface roughness prediction in boring turning of ductile cast iron using response surface methodology and tool wear. RMUTL Engineering Journal, 6(2), 1-10. https://doi.org/10.14456/rmutlengj.2021.6
Sahu, M., & Arora, S. (2022). Case study: Risk assessment of Indian pulse processing firms using FMEA techniques-Evidence from selected states of India. Journal of Pharmaceutical Negative Results, 13(S06), 2624-2636. https://doi.org/10.47750/pnr.2022.13.S06.339
Sakdiyah, S. H., Eivia, N., & Afandi, A. (2022). Root cause analysis using fishbone diagram: Company management decision making. Journal of Applied Business, Taxation and Economics Research, 1(6), 566-576. https://doi.org/10.54408/jabter.v1i6.103
Salim, N. (2024). Quality control planning to minimize waste at a manufacturing company. Review of Management, Accounting, and Business Studies, 5(1), 20-28. https://doi.org/10.38043/revenue.v5i1.5251
Senvar, O., & Tozan, H. (2010). Process capability and six sigma methodology including fuzzy and lean approaches. Sciyo. https://doi.org/10.5772/10389
Setiawan, H., Setiawan, I., Hernadewita, & Hermiyetti. (2021). Evaluation of product quality improvement against waste in the electronic musical instrument industry. Jurnal Ilmiah Teknik Elektro Komputer dan Informatika, 7(3), 402-411. https://doi.org/10.26555/jiteki.v7i3.21904
Setiawan, I., & Hernadewita. (2022). Reducing production process lead time using value stream mapping and Kaizen approaches: A case study in the musical instrument industry. AIP Conference Proceedings, 2470(1), 020005. https://doi.org/10.1063/5.0080159
Siahsarani, A., Bayat, M., Alinaghizadeh, A., Azarhoushang, B., Bösinger, R., & Amini, S. (2025). Surface integrity optimization in milling of aluminum 1100: Effects of supercritical CO₂ + MQL and emulsion cooling with various milling strategies. The International Journal of Advanced Manufacturing Technology, 137, 6139-6152. https://doi.org/10.1007/s00170-025-15540-9
Siddique, I. M. (2020). Sustainable manufacturing practices: Reducing waste and energy consumption in production systems. European Journal of Advances in Engineering and Technology, 7(7), 83-89. https://doi.org/10.5281/zenodo.13254402
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