航空发动机叶片装配执行过程智能检测及AR引导

V232.4; 为了提高航空发动机叶片装配执行过程的作业智能化程度,本文提出一种航空发动机叶片装配执行过程智能检测及AR引导方法,该方法包括叶片编码识别、物料AR出入库和齐套摆放过程状态检测3个环节.针对航空发动机叶片物料缺乏自动化识别和智能化纠错的问题,搭建基于编码识别的叶片物料管理架构,提出基于图像处理的叶片编码图像前处理增强操作,并利用贝叶斯纠错对识别结果进行正误判断和纠错校正的后处理操作,提高了叶片编码识别准确率;在物料人工出入库环节,利用AR增强可视化信息辅助用户快速执行作业任务,降低了叶片物料选取作业的时间;针对叶片物料齐套准备过程,构建了基于检测比对的防错纠错系统,避免发生人为错...

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Published in计算机集成制造系统 Vol. 30; no. 4; pp. 1263 - 1272
Main Authors 张杰, 王淑侠, 何卫平, 李江红, 吴世鑫, 魏兵钊, 王满贤
Format Journal Article
LanguageChinese
Published 西北工业大学机电学院,陕西 西安 710072%中航工业西安航空发动机(集团)有限公司,陕西 西安 710021 01.04.2024
Subjects
post-processing
optical character recognition
aero-engine blade
后处理
增强现实
光学字符识别
装配执行过程
augmented reality
assembly execution process
航空发动机叶片
Online AccessGet full text
ISSN1006-5911
DOI10.13196/j.cims.2022.0945

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Abstract V232.4; 为了提高航空发动机叶片装配执行过程的作业智能化程度,本文提出一种航空发动机叶片装配执行过程智能检测及AR引导方法,该方法包括叶片编码识别、物料AR出入库和齐套摆放过程状态检测3个环节.针对航空发动机叶片物料缺乏自动化识别和智能化纠错的问题,搭建基于编码识别的叶片物料管理架构,提出基于图像处理的叶片编码图像前处理增强操作,并利用贝叶斯纠错对识别结果进行正误判断和纠错校正的后处理操作,提高了叶片编码识别准确率;在物料人工出入库环节,利用AR增强可视化信息辅助用户快速执行作业任务,降低了叶片物料选取作业的时间;针对叶片物料齐套准备过程,构建了基于检测比对的防错纠错系统,避免发生人为错误.所提叶片装配执行过程智能检测及AR增强辅助引导方法可以有效减少人力物力和时间消耗,在推动航空发动机迈向智能化和自动化生产上起到技术支撑作用.
AbstractList V232.4; 为了提高航空发动机叶片装配执行过程的作业智能化程度,本文提出一种航空发动机叶片装配执行过程智能检测及AR引导方法,该方法包括叶片编码识别、物料AR出入库和齐套摆放过程状态检测3个环节.针对航空发动机叶片物料缺乏自动化识别和智能化纠错的问题,搭建基于编码识别的叶片物料管理架构,提出基于图像处理的叶片编码图像前处理增强操作,并利用贝叶斯纠错对识别结果进行正误判断和纠错校正的后处理操作,提高了叶片编码识别准确率;在物料人工出入库环节,利用AR增强可视化信息辅助用户快速执行作业任务,降低了叶片物料选取作业的时间;针对叶片物料齐套准备过程,构建了基于检测比对的防错纠错系统,避免发生人为错误.所提叶片装配执行过程智能检测及AR增强辅助引导方法可以有效减少人力物力和时间消耗,在推动航空发动机迈向智能化和自动化生产上起到技术支撑作用.
Abstract_FL To improve the intelligence level of the aero-engine blade assembly execution process,a method for intelli-gent detection and AR guidance of the aero-engine blade assembly execution process was proposed,which included three links:blade coding recognition,material kitting based on AR and status detection during the complete place-ment process.To solve the problem of lack of automatic identification and intelligent error correction,an aero-engine blade material management architecture based on coderecognition was built,and an image processing based on pre-processing enhancement for blade codeimages was proposed.Bayesian error correction was used to judge the recogni-tion results and perform post-processing for error correction,which improved the recognition accuracy of blade codes.Meanwhile,in the process of manual material kitting,AR enhanced visual information was used to assist us-ers in quickly executing task tasks,reducing the time for selecting blade materials.In addition,an error prevention and correction system based on detection and comparison was built for blade material placement,which could avoid human errors.The intelligent detection and AR guidance method proposed for aero-engine blade assembly execution process could effectively reduce the consumption of human,material resources and time,which played a technical supporting role in promoting the aero-engine towards intelligent and automatic production.
Author 李江红
王满贤
王淑侠
魏兵钊
何卫平
张杰
吴世鑫
AuthorAffiliation 西北工业大学机电学院,陕西 西安 710072%中航工业西安航空发动机(集团)有限公司,陕西 西安 710021
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Author_FL WU Shixin
WEI Bingzhao
WANG Manxian
ZHANG Jie
WANG Shuxia
HE Weiping
LI Jianghong
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DocumentTitle_FL Intelligent detection and AR guidance of aero-engine blade assembly execution process
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Keywords post-processing
optical character recognition
aero-engine blade
后处理
增强现实
光学字符识别
装配执行过程
augmented reality
assembly execution process
航空发动机叶片
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Publisher 西北工业大学机电学院,陕西 西安 710072%中航工业西安航空发动机(集团)有限公司,陕西 西安 710021
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Title 航空发动机叶片装配执行过程智能检测及AR引导
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