计算机集成制造系统2024,Vol.30Issue(12) :4314-4327.DOI:10.13196/j.cims.2023.0561

基于知识驱动的航天复杂产品装配工艺重构方法

Knowledge-driven assembly process reconfiguration method for aerospace complex products

冯锦丹 何楠 刘金山 易扬 石晋 刘晓军
计算机集成制造系统2024,Vol.30Issue(12) :4314-4327.DOI:10.13196/j.cims.2023.0561

基于知识驱动的航天复杂产品装配工艺重构方法

Knowledge-driven assembly process reconfiguration method for aerospace complex products

冯锦丹 1何楠 1刘金山 1易扬 2石晋 3刘晓军3
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作者信息

  • 1. 北京卫星制造厂有限公司,北京 100094
  • 2. 南京林业大学机械电子工程学院,江苏 南京 210037
  • 3. 东南大学机械工程学院,江苏 南京 210096
  • 折叠

摘要

针对航天复杂产品装配语义无标准约束、装配工艺难重用、装配设计周期长等问题,提出一种基于知识驱动的航天复杂产品装配工艺重构方法.通过分析卫星装配语义及工艺要素间的相关性,构建了卫星产品装配工艺知识体系逻辑关系和多级本体模型,实现了对卫星产品装配知识分层关联表示.其次,设计了卫星产品装配工艺知识挖掘模型,在此基础上,利用装配工艺过程相似度计算和改进AP聚类算法挖掘出典型装配工艺知识,实现历史装配工艺知识的有效重用.最后,以某型卫星产品为例,开发了装配工艺快速配置生成系统,该技术在航天企业的顺利实施验证了所提方法有效性,使得装配工艺配套信息生成效率提升,卫星产品装配周期缩短32%.

Abstract

Aiming at the problems of aerospace complex product assembly semantics without standard constraints,difficult reuse of assembly process and long assembly design cycle,a knowledge-driven assembly process reconstruc-tion method for aerospace complex products was proposed.By analyzing the correlation between satellite assembly semantics and process elements,the logical relationship and multi-level ontology model of satellite product assembly process knowledge system were constructed,and the hierarchical association representation of satellite product as-sembly knowledge was realized.The assembly process knowledge mining model of satellite products was de-signed.On this basis,the assembly process similarity calculation and improved AP clustering algorithm were used to mine the typical assembly process knowledge,and the effective reuse of historical assembly process knowledge was realized.Taking a certain satellite product as an example,a rapid configuration generation system for assembly process was developed.The successful implementation of this technology in aerospace enterprises verified the effec-tiveness of the proposed method,which shortened the generation cycle of assembly process description content and supporting information by 52%.

关键词

航天复杂产品/装配工艺设计/本体模型/知识挖掘与重用/工艺快速配置

Key words

aerospace complex products/assembly process design/ontology model/knowledge mining and reuse/process rapid configuration

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出版年

2024
计算机集成制造系统
中国兵器工业集团第210研究所

计算机集成制造系统

CSTPCDCSCD北大核心
影响因子:1.092
ISSN:1006-5911
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