| 一种智能化元器件检测系统的研究 |
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| 引用本文： | 徐文胜,候正全,张运洪,马超,武博,汪伟岚.一种智能化元器件检测系统的研究[J].上海航天,2019,36(5):57-62. |
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| 作者姓名： | 徐文胜 候正全 张运洪 马超 武博 汪伟岚 |
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| 作者单位： | 上海精密计量测试研究所 |
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| 摘 要： | 为解决航天元器件筛选检测过程中存在的计划管理不合理、过程管控不透明、灵活性不够、人工参与过多等问题,按照智慧工厂的参考模型,提出了一种元器件智能化检测管理系统的构建方案,并对所需关键技术进行了分析,集成了物联网、机器视觉、大数据分析、ERP技术,实现了检测业务的信息化、自动化、智能化。验证了航天某元器件可靠性中心的智能化检测系统,并进行了技术实现,为同行业的技术研究、应用实施提供了参考。
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| 关 键 词： | 智慧工厂 物联网 大数据分析 人工智能 机器视觉 |
| 收稿时间： | 2019/4/30 0:00:00 |
| 修稿时间： | 2019/9/3 0:00:00 |
Research of Intelligent Component Inspection System |
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| XU Wensheng,HOU Zhengquan,ZHANG Yunhong,MA Chao,WU Bo and WANG Weilan.Research of Intelligent Component Inspection System[J].Aerospace Shanghai,2019,36(5):57-62. |
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| Authors: | XU Wensheng HOU Zhengquan ZHANG Yunhong MA Chao WU Bo and WANG Weilan |
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| Institution: | Shanghai Institute of Precision Measurement and Test, Shanghai 201119, China,Shanghai Institute of Precision Measurement and Test, Shanghai 201119, China,Shanghai Institute of Precision Measurement and Test, Shanghai 201119, China,Shanghai Institute of Precision Measurement and Test, Shanghai 201119, China,Shanghai Institute of Precision Measurement and Test, Shanghai 201119, China and Shanghai Institute of Precision Measurement and Test, Shanghai 201119, China |
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| Abstract: | To solve the problems in component inspection of astronautic products such as un-match plan management, process control opaque, not flexible enough and excessive manual participation. With the reference model of smart factory, this paper put forward a construction scheme of intelligent component inspection management system, analyzed the key technologies, integrate of internet of things, machine vision, big data analysis and ERP system, realize the information, automation and intellectualization of the inspection work. Finally, the technology is realized by using the intelligent component inspection system in a certain aerospace component reliability center as the verification, which provides a reference for the technical research and application of the same industry. |
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| Keywords: | smart factory internet of things big data analysis artificial intelligence machine vision |
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