A Real-Time Monitoring and Diagnosis Method of Production Line Conveyor Chain for Digital Twin

التفاصيل البيبلوغرافية
العنوان: A Real-Time Monitoring and Diagnosis Method of Production Line Conveyor Chain for Digital Twin
المؤلفون: Bo Liu Bo Liu, Ying-Ming Shi Bo Liu
المصدر: 電腦學刊. 34:191-202
بيانات النشر: Angle Publishing Co., Ltd., 2023.
سنة النشر: 2023
مصطلحات موضوعية: General Computer Science
الوصف: Aiming at the widely used digital production line and facing the digital twinning technology, this paper proposes a real-time monitoring and diagnosis method of the transmission chain status of the production line based on the digital twinning. First of all, the failure and failure mechanism of the conveyor chain is studied, and then a real-time data monitoring method is proposed according to the failure mechanism. On this basis, a data processing and analysis model oriented to the digital twin model is constructed. Then, artificial intelligence algorithm is incorporated into the model to improve the ability of the twin model to independently judge the failure and failure of the conveyor chain. Finally, the feasibility and efficiency of the proposed method are verified by experiments. The accuracy rate of fault diagnosis reaches 98.02%.  
تدمد: 1991-1599
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::c24cacff3dbc5eefad3f2af57a73293d
https://doi.org/10.53106/199115992023043402014
حقوق: OPEN
رقم الأكسشن: edsair.doi...........c24cacff3dbc5eefad3f2af57a73293d
قاعدة البيانات: OpenAIRE