REDUCTION OF SETUP TIME IN THE DISASSEMBLY PROCESS WITH A SINGLE MINUTE EXCHANGE OF DIES (SMED) APPROACH AND FUZZY FAILURE MODE AND EFFECT ANALYSIS (FMEA)

Syifa Allyssa, Muqimuddin Muqimuddin, Faishal Arham Pratikno

Abstract

PT XYZ, a company specializing in heavy equipment component remanufacture, is committed to ensuring that its processes run quickly and efficiently. However, from 2022 to 2023, the disassembly engine process exceeded the average processing time. Observations revealed that 24% of the time was categorized as waste setup time, necessitating a more objective reduction. This research aims to determine the actual total setup time, internal and external activities, and time reduction using the SMED and Fuzzy FMEA methods. The disassembly process includes the main disassembly, sub disassembly 1, and sub disassembly 2. Single Minute Exchange of Dies (SMED) is employed to identify and reduce setup time by distinguishing between internal and external activities. Additionally, this research integrates the SMED method with Fuzzy Failure Mode and Effect Analysis (FMEA) to identify potential risks in setup activities and determine which internal activities can be modified. Changes to external activities will be analyzed using the 5-Why's method to identify root causes and find solutions. Observations revealed that the average disassembly engine setup time was 20 hours and 12 minutes, consisting of 25 internal activities and 56 external activities. The SMED method resulted in an 18% reduction in setup time, and when combined with the Fuzzy FMEA method, the reduction reached 59%, equivalent to 8 hours and 17 minutes.

Keywords

reduction time, setup time, disassembly, SMED, Fuzzy FMEA

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References

Braglia, M., Frosolini, M. and Gallo, M. (2016) ‘SMED enhanced with 5-Whys Analysis to improve set-up reduction programs : the SWAN approach’, The International Journal of Advanced Manufacturing Technology, 90 (5–8), pp. 1845–1855. doi: 10.1007/s00170-016-9477-4.

Godina, R., Silva, B. G. . and Espadinha-Cruz, P. (2021) ‘A DMAIC Integrated Fuzzy FMEA Model: A Case Study in the Automotive Industry’, Applied Science, 11, p. 3726. doi: https://doi.org/10.3390/app11083726.

Jacob, D. E. et al. (2023) ‘Single Minute Exchange of Die ( SMED ) to improve productivity in the industrial sector .’, 21 st LACCEI International Multi-Conference for Engineering, Education, and Technology:, pp. 1–7. doi: https://dx.doi.org/10.18687/LACCEI2023.1.1.489.

Kaafi, A. Al (2017) ‘Model Deteksi Autis Secara Dini Berdasarkan Pendekatan Logika Fuzzy Inference System Metode Mamdani’, 5(2), pp. 12–21.

Karatop, B. et al. (2021) ‘Decision analysis related to the renewable energy investments in Turkey based on a Fuzzy AHP-EDAS-Fuzzy FMEA approach ☆’, Computers & Industrial Engineering, 151(November 2020). doi: 10.1016/j.cie.2020.106958.

Mestanza, M. T. et al. (2023) ‘Improvement model to increase the efficiency of the sewing area in a textile SME by applying SMED , 5S and Standardized Work - A Peruvian case study’, 21st LACCEI International Multi-Conference for Engineering, Education, and Technology, pp. 1–9. doi: https://dx.doi.org/10.18687/LACCEI2023.1.1.1051 Improvement.

Mughitsa, H. S. et al. (2023) ‘Literature Review: Penerapan Metode Single Minutes Exchange of Die (SMED) di Berbagai Sektor Industri Manufaktur’, in Jurnal KaLIBRASI. Jakarta, pp. 59–69. Available at: https://ejournal.borobudur.ac.id/index.php/teknik/index.

Nurrizky, M. F. et al. (2021) ‘Peningkatan Efisiensi Mesin Cnc Turning Menggunakan Metode Single Minutes Exchange Of Dies di PT . X’, Jurnal Ilmiah Teknologi Informasi Terapan, 7(2), pp. 94–100.

Pristianingrum, N. (2017) ‘Peningkatan Efisiensi Dan Produktivitas Perusahaan Manufaktur Dengan Sistem Just In Time’, Jurnal Ilmiah Ilmu Akuntansi Keuangan dan Pajak, 1(1), pp. 41–53. doi: https://doi.org/10.30741/assets.v1i1.20.

Purnomo, E. et al. (2021) ‘Analisa dan Perbaikan Waktu Set-up Pergantian Cetakan dengan Metode Single-Minute Exchange of Dies ( SMED ) ( Studi Kasus : PT . XYZ ) Jurusan Teknik Industri , Institut Teknologi Adhi Tama Surabaya Jurusan Teknik Mesin , Institut Teknologi Adhi Tama Sura’, Seminar Nasional Teknologi Industri Berkelanjutan I (SENASTITAN I), pp. 26–34. Available at: http://ejurnal.itats.ac.id/senastitan/article/view/1633.

Rambe, I. H. and Syahputra, M. R. (2017) ‘Aplikasi Data Envelopment Analysis (Dea) Untuk Pengukuran Efisiensi Aktivitas Produksi’, MES (Journal of Mathematics Education and Science), 2(2), pp. 38–43. doi: https://doi.org/10.30743/mes.v2i2.129.

Setiawan, A., Yanto, B. and Yasdomi, K. (2018) Logika Fuzzy Dengan Matlab. Bali: Jayapangus Press.

Tambun, I. B. et al. (2019) ‘Penentuan Manufacturing Lead Time Rubber Roller Pada Pt . Growth Sumatera Industri , Ltd Medan’, Jurnal Sains dan Teknologi, 11(01), pp. 11–19.

Wibowo, P. A. and Pramudika, B. P. (2023) ‘Implementasi Single Minute Exchange of Dies ( SMED ) Saat Pergantian Mold Pada Proses Produksi di PT . IMC Tekno Indonesia’, JUTIN : Jurnal Teknik Industri Terintegrasi, 6(4), pp. 1085–1093. doi: 10.31004/jutin.v6i4.2041.

Yazıcı, K., Gökler, S. H. and Boran, S. (2020) ‘An integrated SMED-fuzzy FMEA model for reducing setup time’, Journal of Intelligent Manufacturing. doi: 10.1007/s10845-020-01675-x.

Zainul, M. (2019) Buku Manajemen Operasional.pdf. Yogyakarta: Deepublish Publisher

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