Optimasi Parameter Pengukuran Dimensi dan Defect Ubin Keramik dengan Metode Taguchi

  • Denny Sukma Eka Atmaja Universitas Telkom
Keywords: Image Processing, Quality, Ceramic, Dry Spot, Taguchi

Abstract

The ceramics industry in Indonesia has a large contribution to the growth of various aspects in Indonesia. But in reality, there is still an imbalance between exports and imports for ceramic products. One way is to improve the quality of the ceramic industry in Indonesia. In fact, the ceramic quality inspection process in the ceramic industry is still done manually which can make mistakes in identifying defects. In this study, the design of variable identification system of ceramics was carried out specifically in the area of ceramics and dry spot defects on ceramic surfaces using image processing. Whereas to get a low error rate against the applicable variables, a design of experiment with the Taguchi approach is carried out. The results show that 50 cm distance, 300 lux light, 1x resize and 0.06 threshold can produce an image that has the smallest error value when identifying ceramic area and dry spot defects on the ceramic surface.

Downloads

Download data is not yet available.

References

Afandi, A. S., Prihandoko dan beralya, 2010, Klasifikasi Kualitas Keramik menggunakan Metode Deteksi Tepi Laplacian of Gaussian dan Prewitt, Proceeding Seminar Ilmiah Nasional KOMMIT, 27.

Atmaja, D. S. E. dan Herliansyah, M. K., 2015, Optimasi Proses Pengukuran Dimensi dan Defect Ubin Keramik menggunakan Pengolahan Citra Digital dan Full Factorial Design, Jurnal TeknoSains, Volume 4 Halaman 101-198.

Boukuvalas, C., Kittler, J., Marik, R., Mirmehdi, M. dan Petrou, M., 1998, Ceramic Tile Inspection for Color and Structural Defect, I.E.E.E Transactions on Pattern Analysis and Machine vision Intelligence, Vol. 14, no. 1.

Departemen Perindustrian, 2009, Roadmap Industri Keramik, Direktorat Jendral Industri Agro dan Kimia, Jakarta.

Elbehiery, H., Hefnawy, A. dan Elewa, M., 2005, Surface Defects Detection for Ceramic Tiles using Image Processing and Morphological Techniques, Proceeding of World Academy of Science, Engineering and Technology, Vol 5, pp 158-160, ISSN 1307-6884.

Guha, Prithwijit, 2001, Automated Visual Inspection of Steel Surface, Texture Segmentation and Development of a Perceptual Similarity Measure, Thesis, Kanpur: Indian Institute of Technology.

Iqbal, M., Madenda, S., & Kerami, D., 2009, Sistem Pencitraan untuk Menangkap Citra Polarisasi. Jurnal: Konferensi Nasional SENTIA.

Iswanto, A., Rambe, A. J., & Ginting, E., 2013, Aplikasi Metode Taguchi Analysis dan Failure Mode and Effect Analysis (FMEA) untuk Perbaikan Kualitas Produk di PT. XYZ, e-Jurnal Teknik Industri FT USU Vol.2 No.2

Kadir, A. dan Susanto, A., 2013, Teori dan Aplikasi Pengolahan Citra, Penerbit ANDI, Yogyakarta.

Kivak, Turgay, 2014, Optimazation of Surface Roughness and flank wear using the Taguchi method in milling of Hadfield steel with PVD and CVD coated inserts, Measurement 50 19-28.

Putra, Darma, 2010, Pengolahan Citra Digital, Penerbit Andi, Yogyakarta

Putri, Anggie P., Rachmat, Haris dan Atmaja, D. S. E., 2017, Design od Automation System for Ceramic Surface Quality Control Using Fuzzy Logic Method at Balai Besar Keramik (BBK), MATEC Web of Conference 135, DOI: 10.1051/matecconf/201713500053

Sidi, P., & Wahjudi, M. T., 2013, Aplikasi Metoda Taguchi untuk Mengetahui Optimasi Kebulatan pada Proses Bubut CNC, Jurnal Rekayasa Mesin Vol.4, No.2.

Sukma, H., D., 2016, Optimasi Laju Pembuangan Material AISI 1045 pada Bubut CNC dengan Metode Taguchi, Skripsi, Jember: Universitas Jember.

Telaumbanua, Adventhinus, dkk., 2013, Analisis Pengendalian Kualitas dengan Pendekatan Metode Taguchi pada PT Asahan Crumb Rubber, Jurnal Teknik Industri FT USU, Vol. 3 No. 5.

Yazdchi, M., dkk, 2009, Steel Surface Defect Detection Using Texture Segmentation Based on Multifractal Dimension, International Conference on Digital Image Processing.

Zhang, Julie Z., Chen, Joseph C., Kirby, E. Daniel, 2007, Surface Roughness Optimization in an End-Milling Operation using the Taguchi Design Method, Journal of Materials Processing Technology, 233-239.

Published
2021-12-28
How to Cite
Denny Sukma Eka Atmaja. (2021). Optimasi Parameter Pengukuran Dimensi dan Defect Ubin Keramik dengan Metode Taguchi. Jurnal Sistem Cerdas, 4(3), 171 - 179. https://doi.org/10.37396/jsc.v4i3.182
Section
Articles