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Optimization of Artec Leo 3D Scanner parameters for object accuracy using the Taguchi Method Ananda Jafron Rhionaldo; Rifelino Rifelino; Delima Yanti Sari; Febri Prasetya
Journal of Engineering Researcher and Lecturer Vol. 4 No. 2 (2025): Regular Issue
Publisher : Researcher and Lecturer Society

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58712/jerel.v4i2.186

Abstract

This study focuses on optimizing the scanning parameters of the Artec Leo 3D Scanner to enhance scanning accuracy by minimizing geometric deviations. The experimental design utilizes the Taguchi L4(2³) orthogonal array method to examine the influence of three scanning factors: distance, angle, and lighting at two levels. A 16-inch car wheel, chosen for its geometric complexity, was scanned under various parameter combinations. The results indicated that the combination of indoor lighting, a 45° angle, and a scanning distance of 100 cm yielded the smallest deviation (0.5%) and the highest signal-to-noise (S/N) ratio (6.02 dB). Analysis of variance (ANOVA) revealed that the scanning distance contributed the most to the variation in scanning accuracy (65.09%), followed by lighting (34.64%) and angle (0.27%). A confirmation test with the optimal parameters further reduced the deviation to 0.4%, validating the effectiveness of the Taguchi method for parameter optimization. This study’s findings contribute valuable insights for industries that require high-precision 3D models, such as aerospace, automotive, and healthcare. The research demonstrates the importance of optimizing scanning parameters and offers a practical approach to improving 3D scanning processes. Future research can expand by exploring environmental conditions, scan resolution, and machine learning integration for real-time adjustments.
Co-Authors - Primawati A.A. Ketut Agung Cahyawan W Abadi, Zainal Abadi Abdul Aziz Abdullah, MT, Dr. Rijal Addha Ilham Aditya Bernaldo Adlan Azmi Abdullah Afferli Seftian Afriza Media Agung Agung Ahmad Firdaus Ahmad Rifai Sihombing Ahmad Shafwan Hadi Albayhaqi Ichsan Alparis Nico Putra Utama Altarisi, Muhammad Athar Ambiyar, Ambiyar Ananda Jafron Rhionaldo Anang Puji Nugroho Andril Arafat Anggara, Diki Aprianti, Maidinda Arafat, Andri Arafat, Andril Arifin Jannuar Arizal Saputra Arwizet Arwizet, Arwizet Bagas Santoso Bayu Setya Wardhana Berril Habibil Rizka Bima Afrindo Putra Budi Syahri Bulkia Rahim Daffa Aji Pratama Dani Harmanto Delima Yanti Sari Delima Yanti Sari Diki Anggara Dira Nurfaedah Doni Hamdani Doni Kris Saputra Donny Fernandez Dori Yuvenda Dzaky Dzulqa Arijal Eko Indrawan Enjelita Enjelita Erwin Candra Fadhil Naufan Fathur Rahman Fauza, Anna Niska Febri Al Rasyid Febri Prasetya Fitrah Qalbina Fretina Sari Galib Afdi, Alham Harahap, Doa Hastuti Hastuti Hilman, Antoni Ilham Hidayathullah Irzal Irzal Irzal, Irzal Ivan Framana Jasman Julian Berlin Roland Tobing Junil Adri Laksono Trisnantoro Muhamad Julianes Prasetyo Muhamad Qeisya Hanif Muhammad Athar Altarisi Muhammad Ichsan Muhammad Iqbal Tawakal Muhammad Iqbal Tawakal Muhammad Khattami Al Saidhi Muhammad Restu Alhamdi Muhammad Zikri Muharam, Bananda Mulianti Mustaqin, Iqbal Nabawi, Rahmat Azis Nabawi, Rahmat Aziz Nizwardi Jalinus Nofri Helmi Nofri Pratama Putra Nurdin Hendri Nurhasan Syah Nurmahmudi, Nurmahmudi Ogif Pradinata Putra Purwantono Purwantono Purwantono, Purwantono Putra, Randi Purnama Qori Oktober Rahmad Rian Dawab Midik Rahman Febrio Rajul Halim Perdana Ismet Rangga Ligendra Refdinal, Refdinal Refdinal, Refdinal Remon Lapisa Resqy Dwicandra Rhionaldo, Ananda Jafron Ridho Illahi Rifai Adlani, M. Rifaldo Novembli Rika Yunita Rinto Mariadi Rizky Ema Wulansari Rodesri Mulyadi Rozaki Yudha, Hatami Said Fuad Amry Salwa Chairani Sudjono, Aldo Alfattah Syahril Syahril Syahril Syahril Thoha, Adi Try Yudo Margono Tsung-Liang Wu Vickram Reski Andri Wahyudi Wahyudi Wanda Afnison Waskito Waskito Waskito, Waskito Yolli Fernanda Yufrizal A Yufrizal Yufrizal Yufrizal Yufrizal, Yufrizal Yusra M. Nur Zainal Abadi Zainal Abadi Zuanda Maulana Nasution