Carry and Go (CAGO): Robot AGV untuk Penyortiran Paket Berbasis Pemrosesan Citra
DOI:
https://doi.org/10.63643/jodens.v5i1.299Kata Kunci:
AGV, e-commerce, logistik, pengolahan citra, penyortiran paketAbstrak
The rapid growth of e-commerce has led to an increasing volume of shipments, requiring more efficient logistics systems. Package sorting still largely relies on conveyor systems, which have limitations in terms of space, cost, and energy consumption. Therefore, this project develops CAGO (Carry & Go), an Automated Guided Vehicle (AGV) based on image processing, as a more flexible and energy-efficient alternative for package sorting. The methods used in this project include image processing with a camera to detect package colors, 5-channel line tracking sensor module for line following navigation, and ESP32 as the main control unit. The AGV is designed to automatically transport and sort packages based on color, which represents the delivery destination. With this approach, the AGV is expected to be an efficient solution for package sorting, especially for logistics companies with limited space and resources. Its flexibility, lower power consumption, and independence from large infrastructures like conveyor systems make it a more adaptable alternative for various logistics businesses.
Referensi
FFang, A.; Chen, V.; McDonald, M.A. Breaking Down the Impact of Automation in Manufacturing. Science Policy Review, 2023. Available online: https://sciencepolicyreview.org/wp-content/uploads/securepdfs/2023/08/MITSPR-v4-191618004018.pdf (accessed on 1 March 2025).
Syaftahan, P. Peran AI dalam Mengoptimalkan Marketplace E-Commerce Indonesia. AI Hub, 14 November 2024. Available online: https://aihub.id/pengetahuan-dasar/ai-optimalkan-e-commerce (accessed on 1 March 2025).I.
Mirwansyah, D.; Wibowo, A. Fruit Image Classification Using Deep Learning Algorithm: Systematic Literature Review (SLR). Multica Science and Technology, 2022, 2(2), 38–41. Available online: https://journal.universitasmulia.ac.id/index.php/mst/article/download/356/262 (accessed on 1 March 2025).
Lissy, N.S.; Krupa, M.E. A Study on Impact of E-Commerce on Consumer Buying Behaviour (With Special Reference to Grocery Products, Consumer of Coimbatore District). Int. J. Manag. Humanit. 2023, 9(8), 1–5. Available online: https://www.ijmh.org/wp-content/uploads/papers/v9i8/G1584039723.pdf (accessed on 1 March 2025).
Hayes, M.; Downie, A. Apa itu ecommerce? IBM. Published: 29 February 2024. Available online: https://www.ibm.com/id-id/topics/ecommerce (accessed on 1 March 2025).
Chauhan, R.K.; Prakash, R.; Tabrej, S.; Singh, S. Supply Chain Management and E-commerce. Int. J. Innov. Sci. Res. Technol. 2024, 9(5). Available online: https://www.ijisrt.com/assets/upload/files/IJISRT24MAY2137.pdf (accessed on 1 March 2025).
van Gelder, K. E-commerce Worldwide - Statistics & Facts. Statista. Published: 10 December 2024. Available online: https://www.statista.com/topics/871/online-shopping/#topicOverview (accessed on 1 March 2025).
Asdecker, B. Building the E-Commerce Supply Chain of the Future: What Influences Consumer Acceptance of Alternative Places of Delivery on the Last-Mile. Logistics 2021, 5(4), 90. Available online: https://doi.org/10.3390/logistics5040090 (accessed on 1 March 2025).
The Business Research Company. E-Commerce Logistics Global Market Report 2025: Trends, Size, Forecasts, and Regional Insights. Published: January 2025. Available online: https://www.thebusinessresearchcompany.com/report/e-commerce-logistics-global-market-report (accessed on 1 March 2025).
Kawa, A.; Świątowiec-Szczepańska, J. Logistics as a Value in E-commerce and Its Influence on Satisfaction in Industries: A Multilevel Analysis. J. Bus. Ind. Manag. 2020, 9(1), 1–15. Available online: https://www.emerald.com/insight/content/doi/10.1108/jbim-09-2020-0429/full/pdf?title=logistics-as-a-value-in-e-commerce-and-its-influence-on-satisfaction-in-industries-a-multilevel-analysis (accessed on 1 March 2025).
Savushkin, N. Warehouse Automation in Logistics: Case Study of Amazon and Ocado. Bachelor of Business Administration, Metropolia University of Applied Sciences, March 2024. Available online: https://www.theseus.fi/bitstream/handle/10024/857682/Savushkin_Nikolai.pdf?sequence=2 (accessed on 1 March 2025).
Ahamed, M.; Gu, H. Package Sorting Control System Based on Barcode Detection. In Proceedings of the Conference on Automation and Control Engineering (CACRE), July 2022. Available online: https://www.researchgate.net/publication/362259851_Package_sorting_control_system_based_on_barcode_detection (accessed on 1 March 2025).
Boysen, N.; Briskorn, D.; Fedtke, S. Automated Sortation Conveyors: A Survey from an Operational Research Perspective. European Journal of Operational Research 2018, 276(3), 704–718. Available online: https://doi.org/10.1016/j.ejor.2018.08.014 (accessed on 2 March 2025).
Cheng, K.-M.; Ramli, R. Planning and Designing of a Production Facility Layout: An Efficient Framework in a Manufacturing Process Setting. ResearchGate, 2010. Available online: https://www.researchgate.net/publication/228718530_Planning_and_Designing_of_a_Production_Facility_Layout_An_Efficient_Framework_in_a_Manufacturing_Process_Setting (accessed on 2 March 2025).
Setiawan, A.; Suwandy, A. Automated Sorting Conveyor Using Pneumatic for Sorting at a Distribution Center. Semantics Scholar, 2023. Available online: https://www.semanticscholar.org/paper/Automated-Sorting-Conveyor-Using-Pneumatic-for-at-Setiawan-Suwandy/89a4d38d1b54923174a3b557c43718dcf177c3ef?utm_source=direct_link (accessed on 2 March 2025).
Rianda. Sortir Paket Adalah: Tahapan dan Manfaat dalam Pengiriman. MGT Logistik, 16 February 2025. Available online: https://mgt-logistik.com/sortir-paket-adalah/?utm_source=chatgpt.com (accessed on 2 March 2025).
Paul, A., & Saha, S. C. (2024). A Systematic Literature Review on Flexible Strategies and Performance Indicators for Supply Chain Resilience. *Logistics Research*. Available online: https://link.springer.com/article/10.1007/s40171-024-00415-x (accessed on 4 March 2025).
Schulze, M., & Behling, S. (2018). Intelligent Transportation Systems: Automated logistics in future supply chains. Semantic Scholar. Available online: https://www.semanticscholar.org/paper/Intelligent-Transportation-Systems%3A-Automated-in-Schulze-Behling/519f64761fec82a4c1b0636c6aa5e55282d83d0f (accessed on 2 March 2025).
Electrical and Electronics Engineering. (tanpa tahun). Ohm’s Law Formula Sheet. [Online]. Available online: https://electricalandelectronicsengineering.com/ohms-law-formula-sheet/ (accessed on 5 March 2025).
E. C. Simanjuntak dan M. I. Alaydrus. (2016). "Analisis Jarak Pembacaan Sensor Ultrasonik terhadap Permukaan Benda," Jurnal ELKHA, vol. 8, no. 2, pp. 111-116. Available online: https://jurnal.untan.ac.id/index.php/Elkha/article/download/13186/11934 (accessed on 5 March 2025)
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Hak Cipta (c) 2025 lustini, Ferry Govert Anwar, Tony Lau, David Chow, Victor, Budi Yanto, Agus Suwandi, Raymond Erz Saragih
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