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数据驱动的织造全流程信息化管理技术 被引量:2

Data-driven Weaving Process Information Management Technology
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摘要 为适应市场需求的变化,织造业开始逐渐向多品种、小批量和面向订单的生产模式发展。针对织造流程工艺复杂、生产可变因素过多带来的管理问题,文章在分析织造流程和关键因素的基础上,采用云边协同方式对采集到织造的全过程数据进行处理分析,从关键生产环节出发,构建织机产品产能模型。着眼于织造全流程相互协作和整体效益最大化的管理角度,对数据驱动织造全流程信息化管理进行规划分析。设计和开发了面向织造企业全流程的信息化管理平台,实现系统集成、统一调度、智能质检、生产追溯、智能信息推送。 In order to adapt to the change of market demand,the weaving industry begins to gradually develop to the production mode of many varieties,small batch and order oriented.Aiming at the management problems caused by complicated weaving process and too many variable factors in production,on the basis of analyzing the weaving process and key factors,the data collecte in the whole weaving process are processed and analyzed in a cloud-edge collaborative way,and the production capacity model of loom products is constructed from the key production links.It is focusing on the management angle of the whole weaving process mutual cooperation and the overall benefit maximization,the information management of the whole data-driven weaving process is planned and analyzed.An information management platform for the whole process of weaving enterprises is designed and developed to realize system integration,unified scheduling,intelligent quality inspection,production traceability and intelligent information push.
作者 雷钧杰 向忠 沈春娅 Lei Junjie;Xiang Zhong;Shen Chunya(Faculty of Mechanical Engineering&Automation,Zhejiang Sci-Tech University,Hangzhou,Zhejiang 310018,China;Key Laboratory of Modern Textile Machinery&Technology of Zhejiang Province,Zhejiang Sci-Tech University,Hangzhou,Zhejiang 310018,China)
出处 《天津纺织科技》 2022年第1期52-57,共6页 Tianjin Textile Science & Technology
基金 国家自然科学基金(51605443)。
关键词 数据驱动 织造全流程 信息化管理 大数据 智能制造 Data-driven Whole Process of Weaving Information Management Big Data Intelligent Manufacturing
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