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模型与数据混合驱动的航天制造智能车间系统架构研究

Research on Model and Data Mix Driven Intelligent Workshop Architecture of Aerospace Manufacturing
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摘要 分析了内外部环境下航天制造智能车间的建设需求,提出了模型与数据混合驱动航天制造智能车间管控平台架构及分层次架构核心内容,阐述了基于中台思想及微服务架构的工业互联网平台,详细论述了航天制造智能车间关键技术,包括多源异构实时数据采集与存储技术、多维度多尺度车间模型统一建模技术、车间管控微服务分解与业务集成技术、基于数字孪生的车间运行优化控制技术等。最后以航天企业的智能车间建设3个典型案例,验证了架构的可行性。 The construction requirements for intelligent workshops in aerospace manufacturing under both internal and external environments are analyzed,and a model and data hybrid-driven architecture for the intelligent workshop management and control platform in aerospace manufacturing is proposed,along with the core content of its hierarchical structure.The industrial internet platform based on the middle-platform concept and microservice architecture is elaborated.The key technologies for the intelligent workshops in aerospace manufacturing are elaborated in detail,including the multi-source heterogeneous real-time data acquisition and storage technology,unified modeling technology for multi-dimensional and multi-scale workshop models,microservice decomposition and business integration technology for workshop management and control,and digital twin-based optimization control technology for workshop operations.Finally,the feasibility of the architecture is validated through three typical cases of intelligent workshop construction in aerospace enterprises.
作者 刘晓 李秀伟 刘骁佳 金诚 洪海波 LIU Xiao;LI Xiuwei;LIU Xiaojia;JIN Cheng;HONG Haibo(Shanghai Spaceflight Precision Machinery Institute,Shanghai 201600,China;Shanghai Academy of Spaceflight Technology,Shanghai 201109,China)
出处 《上海航天(中英文)》 2025年第4期171-179,共9页 Aerospace Shanghai(Chinese&English)
基金 国家自然科学基金集成资助项目(92367301)。
关键词 航天制造 智能车间 平台架构 aerospace manufacturing smart factory platform architecture
作者简介 通信作者:洪海波,E-mail:hbhongme@163.com。
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