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All Journal Rotasi J@TI (TEKNIK INDUSTRI) Jurnal Ilmu Lingkungan Industrial Engineering Online Journal Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik Sinergi Jurnal Ilmiah Teknik Industri MIX : Jurnal Ilmiah Manajemen Jurnal Sistem dan Manajemen Industri Jurnal Teknik Industri: Jurnal Keilmuan dan Aplikasi Teknik Industri Indonesian Food Science and TechnologyJournal ComTech: Computer, Mathematics and Engineering Applications STI Policy and Management Journal FoodTech: Jurnal Teknologi Pangan Jurnal Pasopati : Pengabdian Masyarakat dan Inovasi Pengembangan Teknologi Journal of Soft Computing Exploration Advance Sustainable Science, Engineering and Technology (ASSET) Food Scientia: Journal of Food Science and Technology Journal of Comprehensive Science Makara Journal of Technology Jurnal Agrifoodtech Journal Community Service Consortium Jurnal Profesi Insinyur Indonesia Spektrum Industri
Ratna Purwaningsih
Departemen Teknik Industri Fakultas Teknik - Universitas Diponegoro
Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Electrical & Electronics Engineering Energy Engineering Environmental Science Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Social Sciences Transportation

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Journal : Sinergi

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Evaluating the impact of autonomous material handling on the performance of production system: a simulation approach Purwaningsih, Ratna; Shintyastuti, Annisa Rahma; Arvianto, Ary; Hapsari, Chaterine Alvina Prima; Putri, Ade Aisyah Arifna; Dzulfikar, Rifki Daris
SINERGI Vol 29, No 2 (2025)
Publisher : Universitas Mercu Buana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22441/sinergi.2025.2.004

Abstract

In developing countries, low employment rates lead to manual material handling due to low labor costs. This article analyzes the impact of transitioning from semi-manual to fully automatic material handling systems by replacing the hand pallet system with AGV for transporting materials on the production floor. A simulation model was created to evaluate the impact of the transition on cost and quality. The model focuses on production lines with predetermined pathways and fixed working hours for workstations. The discrete event simulation was developed using ExtendSim. Queuing theory model is employed to assess the utilization of resources within the system. Three scenarios are developed: a human system, systems with 2 AGVs, and 3 AGVs.The findings suggest that systems with AGVs surpass human-operated systems in terms of system reliability, cost-effectiveness, and product excellence. The findings provide essential insights for management decision-making, specifically for deterministic production lines. The research findings emphasize the possibility of significant enhancements in production system performance by implementing autonomous material handling.
Co-Authors Adrian Hartanto, Adrian Afifah Ahmad Afif Aisyah Aisyah Aisyah Aisyah Alif Catur Murti, Alif Catur Alya Az Zahraa Aminatuzzuhra Aminatuzzuhra, Aminatuzzuhra Anam, Muhammad Syaiful Arief Sugiyanto Aries Susanty Arimi, Izzan Ary Arvianto Aulia, Yussy Ayu, Fadila Dyah Azzahra, Faradhina Bambang Purwanggono Belan Adison Cahya Farradita Sulistya Cahyantari, Anggaina Elfandora Candra Irawan Christine Nauli Ibrahim Della Dias Oktarianingrum Devi Amalia Ayuningtias Dien, Shane Atsya Amara Dinar Anggita Restuti Dyah Hesti Wardhani Dyah Priamsari Dzulfikar, Rifki Daris Ernan Rustiadi Erwin Ardiansyah Fadhlandi Naufan Zharfano Fadli, Dinda Anggraini Fahira, Ayu Leuditya Fauzi, Muhammad Yusufa Riyan Gita Mahdiah Gunawan, Mega Sri Handy Nugroho, Handy Hapsari, Chaterine Alvina Prima Hari Kuncara Haryo Santosa Hayyina, Hilma Heru Prastawa Hery Suliantoro Ikhsan Yenifi Jamal, Rido Arifin Khalis Riyangga Kharisma Panca Kurniawati, Kharisma Panca Kresnanggara, Dionisius Yudhit Kusumawaty, Rini Mahardhika Cakra Yudha Maulana Ihsan Wardhana Maypemi, Niari Prittu Meila Zulhiana Meriska Damayanti Muhammad Arif Widyoadi Nadira Apsari Naniek Utami H Naniek Utami Handayani Naniek Utami Handayani Novie Susanto NURUL MIRANDA, NURUL Oktaviani Hadiati Putri Oryzanti, Parwa P., Dyah Ayu Pajar Damar Kusuma Pangestu, Winda Widya Prastika, Aryati Hana Prayogi, M. Agam Prima Hazairin Pugara, Ade Purnawan Adi Wicaksono Putri Indah Ramadani Putri, Ade Aisyah Arifna Putri, Aprilia Purnama Raharjo, Danu Raka Mahendra Sulistiyo Rani Rumita Ratih Nindyasari Renasti, Afni Restuti, Dinar Anggita Riko Agisdihan Afifi Riska Ayu Purnamasari Riza, Fhariq Aulia Rizki Ridha Illahi Setiawan, Marwan Shintyastuti, Annisa Rahma Silviana Silviana Simanjuntak, Christoper Frans Singgih Saptadi Sjarief Widjaja Sonia, Regita Sophian, Alfi Sri Gunani Partiwi Sri Hartini Sri Hartini Sri Sumiyati Sri Utaminingsih Suci Permata Sari Sulardjaka Sulardjaka Susatyo Nugroho Susatyo Nugroho W.P. Susatyo Nugroho WP Syamsinuha, Nabiqa Theresia Sihombing Tri Listyorini Unggul Dewandana Erich Bagaskara, Unggul Dewandana Erich Utami, Ajeng Sri Vita Shany Nugrahaeni Wardah Wardah Wibowo, Wido Kusumo Widharto, Yusuf Wiguna, I Kadek Candra Parmana Wijanarko, Aji Wiwik Budiawan Yahya, Muhammad Dimas Yenifi, Ikhsan Yenita . Yudha, Mahardhika Cakra Yulfin, Muhammad Dhani Yulita Arni Priastiwi Yussy Aulia Zaiful Bahri Zainal Fanani R Zainal Fanani Rosyada