Sistem Inspeksi Label Produk Menggunakan Metode Golden Template Comparison dan Konveyor Pemilah
Abstract
Inspeksi label produk menjadi bagian penting dalam pengawasan fabrikasi dan kendali kualitas hasil produksi di industri. Beberapa industri masih menerapkan pemeriksaan label produk secara visual-manual oleh operator. Cara ini memiliki keterbatasan dan cenderung tidak cukup efektif. Penelitian ini mengembangkan sistem inspeksi kualitas pelabelan produk secara otomatis menggunakan penggabungan metode golden template comparison berdasarkan analisis pixel matching dan konveyor pemilah. Perangkat konveyor pemilah mampu memindahkan produk ke proses deteksi dua sisi label dan memilah produk secara otomatis berdasarkan hasil inspeksi produk. Penggunaan golden template comparison ini efektif membandingkan intensitas pixel dari objek yang diperiksa dengan golden template yang sudah ditentukan. Hasil penelitian menunjukkan sistem ini berhasil menganalisa produk yang pass dan fail berdasarkan perhitungan total defect area kedua sisi front dan back pada label produk sesuai standar acuan klasifikasi cacat yang ditentukan.
Downloads
References
A. S. Nugroho, R. Umar, and A. Fadlil, "Sistem Pengenalan Botol Plastik Berdasarkan Label Merek Menggunakan Faster-RCNN," Nasional UMP, vol. 21, no. 2, pp. 111-118, 2020.
N. Agani and T. H. Kusmanto, "Deteksi Label Komponen Pada Keping PCB Menggunakan Backpropagation Dan Self Organizing Map Neural Network," TELEMATIKA MKOM, vol. 6, no. 1, pp. 15-26, 2016.
S. Padhee and D. J. T. d. S. Nandan, "Design of Automated Visual Inspection System for Beverage Industry Production Line," vol. 38, no. 2, pp. 461-466, 2021.
B. Sugandi. and S. Dewi., "Sistem Inspeksi Kecacatan pada Kaleng Menggunakan Filter Warna HSL dan Template Matching," Khazanah Informatika, vol. 4 no. 2, 2018
National Instrument, "NI Vision Builder for Automated Inspection Tutorial," https://www.ni.com/pdf/manuals/373379h.pdf, 2011.
J. S. M. David, "Patent US-5640200-A," National Center for Biotechnology Information. PubChem vol. Accessed March 27, 2021.
NI Vision Builder, Detect Defects Concept. Available from: https://documentation.help/NI-VisionBuilder/DetectDefects_Concepts.html.
I. M. Doulah A, Farzana I. , "Improve the quality of products in woven apparel industries by plan-do-check-act (pdca) cycle.," J Innov Dev Strategy, no. 6(1), pp. 49-53, 2012.
"ISO 5725-2:2019, Accuracy (trueness and precision) of measurement methods and results — Part 2: Basic method for the determination of repeatability and reproducibility of a standard measurement method," https://www.iso.org/standard/69419.html , Accessed March 22, 2021.
Thesalonika Grinifh Arikalang, Sri Sudewi, and J. A. Rorong, "Optimasi dan Validasi Metode Analisis Dalam Penentuan Total Fenolik Pada Ekstrak Daun Gedi Hijau (Abelmoschus manihot L.) Yang Diukur Dengan Spektrofotometer Uv-Vis," Jurnal Ilmiah Farmasi, vol. 7 no. 3, 2018.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License (Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) ) that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
Open Access Policy
This journal provides immediate open access to its content on the principle that making research freely available to the public supports a greater global exchange of knowledge.
Its free availability on the public internet, permitting any users to read, download, copy, distribute, print, search, or link to the full texts of these articles, crawl them for indexing, pass them as data to software, or use them for any other lawful purpose, without financial, legal, or technical barriers other than those inseparable from gaining access to the internet itself.