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作 者:Jiawei REN Ying CHENG Yingfeng ZHANG Fei TAO
机构地区:[1]School of Automation Science and Electrical Engineering,Beihang University,Beijing 100083,China [2]School of Mechanical Engineering,Northwestern Polytechnical University,Xi’an 710072,China [3]Digital Twin International Research Center,International Research Institute for Multidisciplinary Sciences,Beihang University,Beijing 100083,China
出 处:《Frontiers of Engineering Management》2024年第2期356-361,共6页工程管理前沿(英文版)
基 金:sponsored by the National Natural Science Foundation of China(Grant Nos.52275471 and 52175448);Beijing Nova Program No.20220484015;the New Cornerstone Science Foundation through the XPLORERPRIZE.
摘 要:Maintenance of aero-engine fleets is crucial for the efficiency,safety,and reliability of the aviation industry.With the increasing demand for air transportation,maintaining high-performing aero-engines has become significant.Collaborative maintenance,specifically targeting aero-engine fleets,involves the coordination of multiple tasks and resources to enhance management efficiency and reduce costs.Digital Twin(DT)technology provides essential technical support for the intelligent operation and maintenance of aero-engine fleets.DT maps physical object properties to the virtual world,creating high-fidelity,dynamic models.However,DT-enhanced collaborative maintenance faces various challenges,including the construction of complex system-layer DT models,management of massive integrated DT data,and the development of fusion mechanisms and decision-making methods for DT data and models.Overcoming these challenges will allow the aviation industry to optimize aero-engine fleet maintenance,ensuring safety,efficiency,and cost-effectiveness while meeting the growing demand for air transportation.
关 键 词:aero-engine fleet collaborative maintenance Digital Twin(DT) complex system
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