Design Of Inspection And Classification Prototype For Ceramic Tiles Based On The Digital Image Processing  

Oleh:

Prasetyawan, Yudha ; Christina, Maria

Jenis: Article from Proceeding
Dalam koleksi: Proceeding The 7th International Seminar on Industrial Engineering and Management (7th ISIEM) di Bali, March 11th – 13th, 2014, page QM 22-28.
Topik: Image Processing; Automated Multi-View Inspection System; Seven Tools of Quality; RCA
Fulltext: Paper 26 Yudha Prasetyawan ITS.pdf (408.89KB)

Isi artikel

This research is focused on designing an inspection and classification tools based on digital image processing. By using Automated Multiple View Inspection, which is an automated non-contact inspection that observed from two or more points of view and using Digital Image Processing, Seven Tools of Quality, RCA, this system is applied to a manufacturing company, which is floor Tiles Company. The designed mechanism consists of the inspection process, grading, and classification process. The integrated prototype and Eclipse software also supports the system. The designed prototype performs the function of grading and classification process. Prototype designed in this study requires a cost of 11.118.450 rupiah. The testing mechanism of inspection and classification system on the instrument was conducted on 150 samples of ceramics floor. Those ceramics are classified into three types, they are Primary, Economy, and KW, and into the accepted or rejected products. From the testing process, it is found that the speed of manual inspection performed by operator is the same with this prototype, which is 3 seconds per ceramic tile. The error level of this prototype is 2% because from the testing, there were 3 ceramics that was identified mistakenly. Therefore, the accuracy level of this prototype is 98%

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