AIoT for Aircraft Final Assembly:An Intelligent and Collaborative FrameworkOA
AIoT for Aircraft Final Assembly:An Intelligent and Collaborative Framework
Aircraft final assembly line(AFAL)in-volves thousands of processes that must be completed before delivery.However,the heavy reliance on manual labor in most assembly processes affects the quality and prolongs the delivery time.While the advent of artificial intelligence of things(AIoT)technologies has introduced advancements in certain AFAL scenarios,systematically enhancing the intelligence level of the AFAL and promoting the widespread deployment of artificial intelligence(AI)technologies remain significant challenges.To address these challenges,we propose the intelligent and collaborative aircraft assembly(ICAA)framework,which integrates AI technologies within a cloud-edge-terminal architecture.The ICAA framework is designed to support AI-enabled applications in the AFAL,with the goal of improving assembly efficiency at both individual and multiple process levels.We analyze specific demands across various assembly scenarios and introduce corresponding AI technologies to meet these demands.The three-tier ICAA framework consists of the assembly field,edge data platform,and assembly cloud platform,facilitating the collection of heterogeneous terminal data and the deployment of AI technologies.The framework enhances assembly efficiency by reducing reliance on manual labor for individual processes and fostering collaboration across multiple processes.We provide detailed descriptions of how AI functions at each level of the framework.Furthermore,we apply the ICAA framework to a real AFAL,focusing explicitly on the flight control system testing process.This practical implementation demonstrates the effectiveness of the framework in improving assembly efficiency and promot-ing the adoption of AIoT technologies.
Cheng Ren;Xiaojing Wen;Xinping Guan;Cailian Chen;Yehan Ma
Department of Automation,Shanghai Jiao Tong University,Shanghai 200240,China||Key Laboratory of System Control and Information Processing,Ministry of Education of China,Shanghai 200240,China||Shanghai Engineer-ing Research Center of Intelligent Control and Management,Shanghai 200240,ChinaSchool of Electronic Information and Electrical Engineer-ing,Shanghai Jiao Tong University,Shanghai 200240,China
intelligentaircraft final assembly lineAIoTcloud-edge-terminalframework design
《通信与信息网络学报(英文)》 2024 (003)
262-276 / 15
This work was supported in part by the National Natural Sci-ence Foundation of China under Grants 92167205,61933009,62025305,and 62103268.
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