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基于大数据系统的车间生产数据服务平台设计

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随着工业4.0的兴起,车间生产数据的高效管理与利用成为制造业转型升级的关键.车间生产数据涵盖从原材料采购到成品出库的全过程数据,包括生产进度、质量控制、设备状态和物流信息等方面的数据.这些数据的特点是量大、种类多、更新速度快,因此对数据处理和分析提出了高要求.对此,文章从集成数据采集、实时分析、应用程序接口设计及高级数据分析技术应用,介绍基于大数据系统的车间生产数据服务平台的设计要点,以期能够有效地处理和分析这些复杂的数据,为企业提供决策支持,提高生产效率和产品质量.
Design of Workshop Production Data Service Platform Based on Big Data System
With the rise of Industry 4.0,efficient management and utilization of workshop production data have become the key to the transformation and upgrading of the manufacturing industry.The workshop production data covers the entire process data from raw material procurement to finished product delivery,including production progress,quality control,equipment status,and logistics information.The characteristics of these data are large volume,diverse types,and fast updating speed,so high requirements are put forward for data processing and analysis.In this regard,this paper introduces the design points of workshop production data service platform based on big data system from the aspects of integrated data acquisition,real-time analysis,application program interface design and application of advanced data analysis technology,so as to effectively process and analyze these complex data,provide decision-making support for enterprises,improve production efficiency and product quality.

big data systemworkshop production dataservice platform

李亚辉

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河南质量工程职业学院,河南平顶山 467000

大数据系统 车间生产数据 服务平台

2024

信息与电脑
北京电子控股有限责任公司

信息与电脑

影响因子:1.143
ISSN:1003-9767
年,卷(期):2024.36(5)