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Integrated Virtual Assembly Process Planning System 被引量:5
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作者 LIU Jianhua HOU Weiwei SHANG Wei NING Ruxin 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2009年第5期717-728,共12页
Assembly process planning(APP) for complicated products is a time-consuming and difficult work with conventional method. Virtual assembly process planning(VAPP) provides engineers a new and efficiency way. Previou... Assembly process planning(APP) for complicated products is a time-consuming and difficult work with conventional method. Virtual assembly process planning(VAPP) provides engineers a new and efficiency way. Previous studies in VAPP are almost isolated and dispersive, and have not established a whole understanding and discussed key realization techniques of VAPP from a systemic and integrated view. The integrated virtual assembly process planning(IVAPP) system is a new virtual reality based engineering application, which offers engineers an efficient, intuitive, immersive and integrated method for assembly process planning in a virtual environment. Based on analysis the information integration requirement of VAPP, the architecture of IVAPP is proposed. Through the integrated structure, IVAPP system can realize information integration and workflow controlling. In order to mode/the assembly process in IVAPP, a hierarchical assembly task list(HATL) is presented, in which different assembly tasks for assembling different components are organized into a hierarchical list. A process-oriented automatic geometrical constraint recognition algorithm(AGCR) is proposed, so that geometrical constraints between components can be automatically recognized during the process of interactive assembling. At the same time, a progressive hierarchical reasoning(PHR) model is discussed. AGCR and PHR will greatly reduce the interactive workload. A discrete control node model(DCNM) for cable harness assembly planning in IVAPP is detailed. DCNM converts a cable harness into continuous flexed line segments connected by a series of section center points, and designs can realize cable harness planning through controlling those control nodes. Mechanical assemblies (such as transmission case and engine of automobile) are used to illustrate the feasibility of the proposed method and algorithms. The application of IVAPP system reveals advantages over the traditional assembly process planning method in shortening the time-consumed in assembly planning and in minimizing the handling difficulty, excessive reorientation and dissimilarity of assembly operations. 展开更多
关键词 virtual assembly assembly model assembly task collision detection automatic constraint recognition cable harness assembly process planning
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REENGINEERING THE ASSEMBLY PROCESSES OF PRINTED CIRCUIT BOARDS:A CASE STUDY
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作者 朱秀文 左明健 《Transactions of Tianjin University》 EI CAS 2000年第2期146-151,共页
This paper reports the reengineering of the assembly processes of printed circuit boards (PCBs) used in computers.The new designed assembly processes are quite different from the traditional ones,and the business perf... This paper reports the reengineering of the assembly processes of printed circuit boards (PCBs) used in computers.The new designed assembly processes are quite different from the traditional ones,and the business performance is dramatically improved through establishing parallel workstations,off line workstation,merging workstations and organizing a small teamwork who cooperates in stations.“ITHINK”,a software package of business process reengineering (BPR),was used to analyze the current processes and create new processes.ITHINK is a powerful tool of BPR in modeling business processes,“soft” variables and conducting sensitivity analysis.The new assembly processes were tested over a period of 8 hours simulation.The results show that the new processes can increase throughput by 80% with only requiring less additional resources.The throughput can increase further by 17.5% when a small teamwork cooperates in some stations. 展开更多
关键词 reengineering the assembly processes modeling business process soft variable
全文增补中
Digital Twin-based Quality Management Method for the Assembly Process of Aerospace Products with the Grey-Markov Model and Apriori Algorithm 被引量:4
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作者 Cunbo Zhuang Ziwen Liu +3 位作者 Jianhua Liu Hailong Ma Sikuan Zhai Ying Wu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2022年第5期66-86,共21页
The assembly process of aerospace products such as satellites and rockets has the characteristics of single-or small-batch production,a long development period,high reliability,and frequent disturbances.How to predict... The assembly process of aerospace products such as satellites and rockets has the characteristics of single-or small-batch production,a long development period,high reliability,and frequent disturbances.How to predict and avoid quality abnormalities,quickly locate their causes,and improve product assembly quality and efficiency are urgent engineering issues.As the core technology to realize the integration of virtual and physical space,digital twin(DT)technology can make full use of the low cost,high efficiency,and predictable advantages of digital space to provide a feasible solution to such problems.Hence,a quality management method for the assembly process of aerospace products based on DT is proposed.Given that traditional quality control methods for the assembly process of aerospace products are mostly post-inspection,the Grey-Markov model and T-K control chart are used with a small sample of assembly quality data to predict the value of quality data and the status of an assembly system.The Apriori algorithm is applied to mine the strong association rules related to quality data anomalies and uncontrolled assembly systems so as to solve the issue that the causes of abnormal quality are complicated and difficult to trace.The implementation of the proposed approach is described,taking the collected centroid data of an aerospace product’s cabin,one of the key quality data in the assembly process of aerospace products,as an example.A DT-based quality management system for the assembly process of aerospace products is developed,which can effectively improve the efficiency of quality management for the assembly process of aerospace products and reduce quality abnormalities. 展开更多
关键词 Quality management Digital twin assembly process Aerospace product Grey Markov model Apriori algorithm
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Voice Control for an Industrial Robot as a Combination of Various Robotic Assembly Process Models 被引量:1
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作者 Svitlana Maksymova Rami Matarneh +1 位作者 Vyacheslav V. Lyashenko Nataliya V. Belova 《Journal of Computer and Communications》 2017年第11期1-15,共15页
Models for the design of assembly processes are considered. Various models for the voice control of an industrial robot are considered: a logical model, semantic networks, a frame model and Petri nets. It is shown tha... Models for the design of assembly processes are considered. Various models for the voice control of an industrial robot are considered: a logical model, semantic networks, a frame model and Petri nets. It is shown that this set of models allows describing the process of designing the technological process for an industrial robot. The logical model of the technological process allows you to define logical relationships. A model based on semantic networks describes the relationship between assembly units in a detail. This allows you to determine the order and method of registration, as well as the mutual orientation of assembly units in the product. The frame model provides the ability to streamline the execution of the build process. A model based on Petri nets allows one to describe the type and sequence of technological transitions. Based on the proposed models, a method of voice control for an industrial robot is developed. The basic principles of voice control for an industrial robot are considered. 展开更多
关键词 Robot VOICE Control FRAME MODEL PETRI NETS Logic MODEL SEMANTIC NETS Robotic assembly processes
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COMPUTER SIMULATION OF 3-DIMENSIONAL DYNAMIC ASSEMBLY PROCESS OF MECHANICAL ROTATIONAL BODY
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作者 Yang, Jichang Li, Jinban +1 位作者 Gu, Jinan Zhang, Ziyu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 1998年第3期8-12,共5页
Focusing on the study of the components of mechanical rotational body,the data structure and algorithm of component model generation are discussed.Some problems in assembly process of 3 dimensional graph of component... Focusing on the study of the components of mechanical rotational body,the data structure and algorithm of component model generation are discussed.Some problems in assembly process of 3 dimensional graph of components are studied in great detail. 展开更多
关键词 Mechanical component Component mode assembly process 3 dimensional graph Dynamic model
全文增补中
Assembly Information Model Based on Knowledge Graph 被引量:2
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作者 CHEN Zhiyu BAO Jinsong +1 位作者 ZHENG Xiaohu LIU Tianyuan 《Journal of Shanghai Jiaotong university(Science)》 EI 2020年第5期578-588,共11页
There are heterogeneous problems between the CAD model and the assembly process document.In the planning stage of assembly process,these heterogeneous problems can decrease the efficiency of information interaction.Ba... There are heterogeneous problems between the CAD model and the assembly process document.In the planning stage of assembly process,these heterogeneous problems can decrease the efficiency of information interaction.Based on knowledge graph,this paper proposes an assembly information model(KGAM)to integrate geometric information from CAD model,non-geometric information and semantic information from assembly process document.KGAM describes the integrated assembly process information as a knowledge graph in the form of“entity-relationship-entity”and“entity-attribute-value”,which can improve the efficiency of information interaction.Taking the trial assembly stage of a certain type of aeroengine compressor rotor component as an example,KGAM is used to get its assembly process knowledge graph.The trial data show the query and update rate of assembly attribute information is improved by more than once.And the query and update rate of assembly semantic information is improved by more than twice.In conclusion,KGAM can solve the heterogeneous problems between the CAD model and the assembly process document and improve the information interaction efficiency. 展开更多
关键词 knowledge graph assembly process information model integrating
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Cable Harness Assembly Planning in Virtual Environment
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作者 LIU Jianhua1,NING Ruxin1,BAI Shuqing2,WANG Bile1 (1.School of Mechanical and Vehicular Engineering,Beijing Institute of Technology,Beijing 100081,China 2.China Aerospace Science and Industry Corporation,Beijing 100081,China) 《武汉理工大学学报》 CAS CSCD 北大核心 2006年第S1期355-358,共4页
Based on the analysis of characteristic of cable harness planning in virtual environment,a discrete control node modeling (DCNM) method of cable harness in virtual environment and the cable harness assembly routing te... Based on the analysis of characteristic of cable harness planning in virtual environment,a discrete control node modeling (DCNM) method of cable harness in virtual environment and the cable harness assembly routing technique based on it are proposed. DCNM converts a cable harness into continuous flexed line segments connected by a series of section center points,and the design can realize cable harness planning through controlling those control nodes. This method of cable harness routing in the virtual environment breaks the status that virtual assembly process planning is just suitable for the rigid components at present,and impulse the virtual assembly process planning to be more practical. Relation algorithms have been verified in a self-developed system named virtual cable harness assembly planning (VCHAP) system,and this VCHAP system has been applied in assembly process planning of aerospace-related products. 展开更多
关键词 CABLE HARNESS process planning discrete control NODE modeling VIRTUAL assembly VIRTUAL REALITY
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Top-down assembly design using assembly features
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作者 石万凯 DENEUX +1 位作者 Dominique 《Journal of Chongqing University》 CAS 2002年第2期5-11,共7页
The primary task of top-down assembly design is to define a product抯 detailed physical description satisfying its functional requirements identified during the functional design phase. The implementation of this desi... The primary task of top-down assembly design is to define a product抯 detailed physical description satisfying its functional requirements identified during the functional design phase. The implementation of this design process requires two things, that is, product functional representation and a general assembly model. Product functions are not only the formulation of a customer抯 needs, but also the input data of assembly design. A general assembly model is to support the evolving process of the elaboration of a product structure. The assembly feature of extended concept is taken as a functional carrier, which is a generic relation among assembly-modeled entities. The model of assembly features describes the link between product functions and form features of parts. On the basis of this link, the propagation of design modifications is discussed so as to preserve the functionality and the coherence of the assembly model. The formal model of assembly design process describes the top-down process of creating an assembly model. This formal model is represented by the combination of assembly feature operations, the assembly model and the evaluation process. A design case study is conducted to verify the applicability of the presented approaches. 展开更多
关键词 product function assembly feature assembly model top-down assembly design design process model
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产品印制板可装配性工艺设计及评价分析 被引量:1
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作者 袁亦青 李芊蓉 +1 位作者 成晶亮 张苗苗 《电子工艺技术》 2025年第4期30-33,41,共5页
为解决产品印制板检验合格后无法进行安装调试的问题,开展了印制板可装配性工艺设计。以某产品控制板为例,给出了控制板布局可装配性设计规则值,重新对控制板焊装和PCB布局工艺进行设计,并对此工艺设计方案进行可装配性评价及分析。结... 为解决产品印制板检验合格后无法进行安装调试的问题,开展了印制板可装配性工艺设计。以某产品控制板为例,给出了控制板布局可装配性设计规则值,重新对控制板焊装和PCB布局工艺进行设计,并对此工艺设计方案进行可装配性评价及分析。结果表明,忽略装配环境结构尺寸对产品印制板工艺设计的影响,印制板焊装工艺很有可能无法指导现场生产顺利进行,批生产过程中才发现PCB布局设计错误,需要重新研发和生产的几率很大,现有的印制板工艺设计无法满足产品印制板生产质量要求。面向产品的印制板可装配性工艺设计对于装配环境复杂紧凑的产品印制板非常有必要。 展开更多
关键词 印制板 可装配性设计 工艺设计 PCB布局 故障模式及影响分析 可装配性评价
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面向三维电装工艺的PCBA模型快速构建技术
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作者 侯霄宇 黄少华 +4 位作者 郭宇 王燕清 孙浩 王博宇 张立童 《现代制造工程》 北大核心 2025年第9期113-121,59,共10页
电子制造业产品迭代迅速,对装配效率提出了更高的要求。印制电路板组件(PCBA)三维模型为装配工艺人员提供直观的工艺指导,但制造企业的PCBA图样仍广泛以二维图样形式存在,在展示电路板组件布局、连接方式和装配细节方面存在局限。然而,... 电子制造业产品迭代迅速,对装配效率提出了更高的要求。印制电路板组件(PCBA)三维模型为装配工艺人员提供直观的工艺指导,但制造企业的PCBA图样仍广泛以二维图样形式存在,在展示电路板组件布局、连接方式和装配细节方面存在局限。然而,目前自动化的PCBA三维模型构建方法自动化程度不足,大量二维PCBA设计文件难以有效转化为三维模型。为解决电装工艺的三维可视化需求,提出基于参数化建模的PCBA模型快速构建技术。首先,根据三维电装工艺需求,定义了PCBA三维模型的结构化数据模型,通过对PCBA设计文件中的几何和位置信息进行参数提取,实现对设计文件的有效解析;然后,提出了元器件和印制电路板(PCB)的参数化特征建模方法;最后,通过参数化坐标匹配设计了元器件定位坐标算法,完成PCB与元器件的自动装配;最后,以某型号PCBA产品为应用实例,验证该建模方法的效率与准确性。研究结果表明,该方法可以高效构建精确PCBA三维模型,有助于指导装配工艺,提升制造效率。 展开更多
关键词 印制电路板组件 三维电子装配 自动建模 装配工艺 装配算法
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随机过程在盐城滨海滩涂湿地土壤细菌群落构建中的作用
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作者 石子菊 王晓瑶 +3 位作者 程雪菲 张晴晴 徐驰 刘茂松 《生态学报》 北大核心 2025年第15期7593-7602,共10页
土壤细菌的群落组成与结构特征主要由基于生态位理论的确定性过程和基于中性理论的随机过程共同塑造。基于16SrRNA基因高通量测序数据,应用中性群落模型,对随机过程在盐城滨海滩涂湿地4种典型生境土壤细菌群落构建中的作用进行了研究。... 土壤细菌的群落组成与结构特征主要由基于生态位理论的确定性过程和基于中性理论的随机过程共同塑造。基于16SrRNA基因高通量测序数据,应用中性群落模型,对随机过程在盐城滨海滩涂湿地4种典型生境土壤细菌群落构建中的作用进行了研究。结果显示:(1)应用中性群落模型(NCM)可将土壤细菌分为随机分布型、广分布型和窄分布型三种类型。所研究生境土壤细菌群落的广分布型类群大部分为弯曲杆菌门和变形菌门,窄分布型优势类群为变形菌门、拟杆菌门等,而随机分布型优势类群为变形菌门、脱硫菌门、绿弯菌门等,不同分布型优势类群存在一定差异。(2)在所研究的典型生境中,土壤细菌群落组成和结构特征在土壤表层和中层较相似,与深层差异较大;不同植被类型群落间,淤泥质光滩土壤细菌的α多样性指数最低,互花米草群落细菌α多样性最高,两种生境下的广分布类群与随机分布类群均较多;盐地碱蓬群落和芦苇群落细菌α多样性差异较小,窄分布型类群数量均较多。(3)不同生境间,随机分布类群的组成和群落结构基本一致,而广分布型和窄分布型类群的组成与结构存在较大差异。总体上,随机过程主导淤泥质光滩和互花米草群落土壤细菌群落的构建,在盐地碱蓬与芦苇群落中,随机过程的作用相对较小;土壤细菌群落结构差异主要体现在广分布型类群和窄分布型类群的群落组成与结构特征上。 展开更多
关键词 土壤细菌 滨海湿地 中性群落模型 群落构建 随机过程
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基于DFA和DFC的综合公差优化 被引量:1
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作者 李淑娟 李言 肖继明 《机械科学与技术》 CSCD 北大核心 2005年第2期142-145,共4页
公差是机械设计和制造过程中最重要的参数之一,其对加工成本和产品质量有很大的影响。本文采用 DFA和DFC的综合方法对制造过程中的装配精度进行分析和综合,建立了以公差为主的成本信息模型,对设计公 差和加工公差进行了系统分析,以... 公差是机械设计和制造过程中最重要的参数之一,其对加工成本和产品质量有很大的影响。本文采用 DFA和DFC的综合方法对制造过程中的装配精度进行分析和综合,建立了以公差为主的成本信息模型,对设计公 差和加工公差进行了系统分析,以最低制造成本为目标,根据成本 公差间的函数关系,建立了非线性的公差优化模 型,并采用遗传算法使这一问题得到了很好的解决。实例证明该方法是可行的。并为并行工程实施中其他的DFX 与DFC结合实现制造成本最低提供了良好的解决方案。 展开更多
关键词 dfa DFC 成本信息模型 装配精度 设计公差 加工公差 最低制造成本
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溇水河特大桥斜拉扣挂施工扣背索索力计算方法研究
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作者 张小宇 马旭明 +2 位作者 许蔚 温金龙 吴永红 《桥梁建设》 北大核心 2025年第4期173-179,共7页
溇水河特大桥为跨径310 m的钢桁架不对称两铰拱桥,采用斜拉扣挂法施工。若采用常规方法计算该桥扣背索索力,成拱线形偏差较大、成拱过程结构调整频繁。为提高成拱线形与目标线形吻合精度,避免施工过程中反复调索,提出大跨拱桥扣背索索... 溇水河特大桥为跨径310 m的钢桁架不对称两铰拱桥,采用斜拉扣挂法施工。若采用常规方法计算该桥扣背索索力,成拱线形偏差较大、成拱过程结构调整频繁。为提高成拱线形与目标线形吻合精度,避免施工过程中反复调索,提出大跨拱桥扣背索索力全程约束计算方法。该方法首先基于有限元法及影响矩阵法,考虑斜拉扣挂与扣塔、拱肋结构的耦合作用,推导出有索、无索结构变形与索力之间的关系;然后通过拱肋线形、塔偏及索力的施工全过程同时约束,构建全局最优索力调整非线性规划模型,求解符合目标线形要求的计算工况全局最优扣背索初拉力;最后采用无应力状态法和倒装迭代法,反推出实际施工工况扣背索初拉力。将该方法应用于溇水河特大桥施工控制,结果表明:该方法指导下,溇水河特大桥扣背索一次张拉到位;拱肋计算成拱线形与目标线形吻合度较高;大桥的线形、扣背索索力的实测值与理论值符合度较高,满足设计及规范要求。 展开更多
关键词 拱桥 斜拉扣挂法 扣背索 索力 全程约束 非线性规划模型
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大语言模型技术在船舶总装工艺知识库中的应用潜力
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作者 周磊 胡晓轩 +3 位作者 杨山林 葛英杰 甄希金 韦乃琨 《造船技术》 2025年第4期7-13,21,共8页
针对船舶总装工艺领域存在的问题,深入探讨大语言模型(Large Language Model,LLM)技术在船舶总装工艺知识库中的应用潜力。从系统构建、知识管理流程和知识生成等方面对知识库系统进行全面分析,并从自然语言理解、创造性表达、翻译准确... 针对船舶总装工艺领域存在的问题,深入探讨大语言模型(Large Language Model,LLM)技术在船舶总装工艺知识库中的应用潜力。从系统构建、知识管理流程和知识生成等方面对知识库系统进行全面分析,并从自然语言理解、创造性表达、翻译准确度和输出稳健性等方面对LLM在船舶总装工艺知识库系统中的应用效果进行评估。结果表明,LLM的深度学习能力可有效整合技术知识,优化工艺设计,提升生产效率,快速响应市场需求,对优化船舶制造行业的技术管理具有显著作用。 展开更多
关键词 船舶总装工艺 知识库 大语言模型 知识管理 自然语言处理 检索增强生成
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计算机辅助装配工艺规划与DFA研究综述 被引量:6
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作者 朱大群 《江苏机械制造与自动化》 2000年第3期7-11,共5页
本文综述了计算机辅助装配工艺规划(CAAPP)的关键技术及常见的DFA方法,总结了目前与该领域相关的问题,提出了几个重点研究方向。
关键词 caapp dfa 装配模型 装配工艺
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大跨度环形钢箱梁高精度拼装施工技术——以翠屏山景区游客接待中心为例 被引量:1
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作者 李亚 罗利 陈奕帆 《科技和产业》 2025年第1期37-41,共5页
结合宜宾市翠屏山景区游客接待中心大跨度环形钢箱梁结构施工案例,介绍大跨度环形钢箱梁高精度拼装工艺原理和关键技术点。该工程采用三维建模辅助环形钢箱梁厂内加工、临时支撑架设计安装、BIM(建筑信息模型)技术协同全站仪精准控制钢... 结合宜宾市翠屏山景区游客接待中心大跨度环形钢箱梁结构施工案例,介绍大跨度环形钢箱梁高精度拼装工艺原理和关键技术点。该工程采用三维建模辅助环形钢箱梁厂内加工、临时支撑架设计安装、BIM(建筑信息模型)技术协同全站仪精准控制钢箱梁吊装定位、焊接过程信息化监控等关键工艺流程,通过工程实际缩短了工期、节省了成本,大大提高了安装的精度,使钢箱梁结构成品整体拼装更为顺畅,造型效果观感更佳。 展开更多
关键词 大跨度环形钢箱梁 高精度拼装施工 数字化模拟 BIM(建筑信息模型)技术 精准控制吊装定位 焊接过程信息化监控
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基于大语言模型的装配工艺智能问答方法
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作者 郭喜锋 梁文馨 +2 位作者 季宝宁 蒋明杰 陈伦 《现代制造工程》 北大核心 2025年第9期33-40,共8页
复杂航空产品的装配工艺信息通常隐含在工艺文档和三维模型等多源信息存储介质中,导致装配工艺设计师复用历史装配工艺的效率不高、学习装配工艺知识所需的时间成本较大。针对以上问题,提出了一种基于大语言模型的装配工艺智能问答方法... 复杂航空产品的装配工艺信息通常隐含在工艺文档和三维模型等多源信息存储介质中,导致装配工艺设计师复用历史装配工艺的效率不高、学习装配工艺知识所需的时间成本较大。针对以上问题,提出了一种基于大语言模型的装配工艺智能问答方法,以提高装配工艺信息的有效利用。首先,设计了一种装配工艺信息表示方法,结构化地表示装配工艺知识,以实现知识图谱自动构建;其次,提出了一种大语言模型拼接双向长短期记忆网络和条件随机场的关键信息识别方法;最后,依据关键信息生成检索语句,以从装配工艺知识图谱中匹配答案并回答问题。所提出的方法以某型号复杂航空产品的装配工艺信息为验证对象,实验结果表明,装配工艺设计师的工作效率有显著提升。 展开更多
关键词 大语言模型 装配工艺设计 复杂航空产品 知识图谱 智能问答
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Error modeling, sensitivity analysis and assembly process of a class of 3-DOF parallel kinematic machines with parallelogram struts 被引量:10
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作者 黄田 李亚 +5 位作者 唐国宝 李思维 赵兴玉 David.J.Whitehouse Derek G.Chetewyn Xianping Liu 《Science China(Technological Sciences)》 SCIE EI CAS 2002年第5期467-476,共10页
This paper presents an error modeling methodology that enables the tolerance design, assembly and kinematic calibration of a class of 3-DOF parallel kinematic machines with parallelogram struts to be integrated into a... This paper presents an error modeling methodology that enables the tolerance design, assembly and kinematic calibration of a class of 3-DOF parallel kinematic machines with parallelogram struts to be integrated into a unified framework. The error mapping function is formulated to identify the source errors affecting the uncompensable pose error. The sensitivity analysis in the sense of statistics is also carried out to investigate the influences of source errors on the pose accuracy. An assembly process that can effectively minimize the uncompensable pose error is proposed as one of the results of this investigation. 展开更多
关键词 parallel KINEMATIC machine ERROR modeling sensitivity analysis assembly process.
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基于知识驱动的航天复杂产品装配工艺重构方法 被引量:5
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作者 冯锦丹 何楠 +3 位作者 刘金山 易扬 石晋 刘晓军 《计算机集成制造系统》 EI CSCD 北大核心 2024年第12期4314-4327,共14页
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... 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%。 展开更多
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
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基于多源异构数据的风机多模态装配工艺知识图谱建模 被引量:3
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作者 胡志强 刘鸣飞 +2 位作者 李琦 李心雨 鲍劲松 《上海交通大学学报》 EI CAS CSCD 北大核心 2024年第8期1249-1263,共15页
风力发电机装配工艺信息通常分散于以三维模型、自然文本、图像等多模态信息构成的工艺文件中,导致数据维护和工艺知识获取成本高、效率低.针对这一问题,提出一种基于多源异构数据的风力发电机多模态装配工艺知识图谱建模方法.首先,分... 风力发电机装配工艺信息通常分散于以三维模型、自然文本、图像等多模态信息构成的工艺文件中,导致数据维护和工艺知识获取成本高、效率低.针对这一问题,提出一种基于多源异构数据的风力发电机多模态装配工艺知识图谱建模方法.首先,分析工艺特点给出风力发电机多模态知识工艺图谱(MPKG-WT)中各类概念,完成图谱本体构建;其次,基于多源异构数据及各模态特点,利用数据分析、知识抽取和语义相似度计算等技术实现图谱的自动实例化;最后,以某风力发电机企业装配工艺数据为例,实现MPKG-WT构建,并开发辅助装配工艺设计系统进行验证.研究结果表明,MPKG-WT较单模态图谱蕴含更丰富的知识,且不同模态数据之间能够互补,显著提升装配工艺设计效率. 展开更多
关键词 多模态知识图谱 风力发电机 装配工艺知识 知识建模 工艺复用
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