http://thuvienso.dut.udn.vn/handle/DUT/9811 2026-10-03T19:46:07Z http://thuvienso.dut.udn.vn/handle/DUT/25176 Title: AI soldering inspection for X-D0240-326 in Antenna Potting line Authors: Ngô, Văn Trung; Dương, Mai Ly Abstract: The project began with the research, selection, and integration of hardware components, including an industrial camera, suitable lenses, custom camera jigs, and a central processing unit, to create a complete inspection station compatible with the existing production line. We utilized the NVIDIA Jetson as the image processing server, connected to the camera to capture data, analyze it using an AI model, and transmit classification results via an internal network, ensuring fast processing, low latency, and high stability in the production environment. Real-world production images were collected, labeled, and used to train a deep learning model, fine-tuned to detect weld imperfections with high accuracy and reliability under factory conditions. The system was synchronized with PLCs and actuators, enabling real-time inspection and classification of products as pass or fail, automatically sorting them into separate trays before proceeding to the next stage. Despite time and resource constraints, the project achieved positive outcomes, including reducing one manual inspection worker, shortening inspection time, and improving defect detection consistency. The project demonstrates the feasibility of integrating AI into traditional manufacturing, laying the groundwork for future intelligent quality control systems. Description: DA.FA.25.149 140 tr. 2025-01-01T00:00:00Z http://thuvienso.dut.udn.vn/handle/DUT/19048 Title: Điều khiển và giám sát tốc độ động cơ từ xa bằng điện thoại/ máy tính qua wifi sử dụng biến tần, HMI và PLC S7-1200. Authors: Võ, Thanh Sơn; Nguyễn, Mạnh Tuấn Description: DA.FA.25.153 2025-01-01T00:00:00Z http://thuvienso.dut.udn.vn/handle/DUT/19046 Title: Set up final test machine for 3DC11 - 8 line used in PremoVN factory Authors: Trần, Thị Thu Phương Description: DA.FA.25.152 2025-01-01T00:00:00Z http://thuvienso.dut.udn.vn/handle/DUT/19045 Title: System design for automatic finishing product with code name X-13141-019/020 used in Premo factory Authors: Trần, Bửu Sơn; Phan, Lương Tri Description: DA.FA.25.151 2025-01-01T00:00:00Z