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基于局部特征的数控加工工艺复用技术研究
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作者 黄钰晨 孙志晖 +1 位作者 王华昌 李建军 《模具工业》 2022年第6期1-6,共6页
为了提高数控加工工艺复用系统的灵活性与可移植性,提出了基于局部特征的数控加工工艺复用方法,通过定义数控加工特征模板的方式,实现针对特征定义和特征数控加工工艺的灵活修改。基于上述方法,开发了基于NX的模具数控加工工艺复用系统... 为了提高数控加工工艺复用系统的灵活性与可移植性,提出了基于局部特征的数控加工工艺复用方法,通过定义数控加工特征模板的方式,实现针对特征定义和特征数控加工工艺的灵活修改。基于上述方法,开发了基于NX的模具数控加工工艺复用系统,并以孔和槽两类特征为主的轮胎模和冲模零件进行测试,该系统实现了基于图同构匹配的特征识别方法,可以准确识别数控加工特征并提取其信息,解决了数控加工工艺复用的问题,提高了数控加工编程效率。 展开更多
关键词 数控加工工艺复用 特征识别 特征模板 轮胎模
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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:1
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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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基于经验的数控工艺知识挖掘算法研究
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作者 阳树梅 王华昌 李建军 《模具工业》 2023年第8期1-10,共10页
针对目前基于标准工艺模板的数控工艺复用方法在模板自动提取的研究中未考虑零件几何信息的问题,直接基于实例零件的复用方法存在检索效率低,提出将数据挖掘技术应用于数控工艺知识。利用三维极半径曲面余弦、正弦矩结合三维包络盒信息... 针对目前基于标准工艺模板的数控工艺复用方法在模板自动提取的研究中未考虑零件几何信息的问题,直接基于实例零件的复用方法存在检索效率低,提出将数据挖掘技术应用于数控工艺知识。利用三维极半径曲面余弦、正弦矩结合三维包络盒信息实现零件几何信息的数值化表达;选取关键加工参数并与几何信息进行关联,获得结构化的数控工艺数据。选用k-medoids聚类算法结合主成分分析和自编码器2种降维方法对历史工艺数据进行聚类分析以获得典型工艺模板,并以注射模电极零件为例,验证了方法的有效性和实用性。 展开更多
关键词 数控工艺复用 数据挖掘 模具零件 加工精度 聚类算法
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基于局部特征的模具数控加工推荐系统 被引量:10
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作者 王玮 王华昌 +1 位作者 陈松威 李建军 《中国机械工程》 EI CAS CSCD 北大核心 2019年第9期1103-1110,共8页
为了实现对已有数控工艺设计成果的有效重用,提出了一种基于局部特征匹配的数控工艺推荐系统模型,该模型利用局部特征级的三维极半径矩结合几何尺寸等其他几何语义信息建立加工几何特征,并对典型局部特征对应的数控工艺信息进行有效组... 为了实现对已有数控工艺设计成果的有效重用,提出了一种基于局部特征匹配的数控工艺推荐系统模型,该模型利用局部特征级的三维极半径矩结合几何尺寸等其他几何语义信息建立加工几何特征,并对典型局部特征对应的数控工艺信息进行有效组织与表达,构建数控工艺案例库。设计了一种基于综合加权的加工几何特征的相似性度量方法,以此实现局部特征的检索与加工特征的准确匹配,并根据匹配程度定义数控工艺实例复用方法,结合用户加工需求,最终产生合适的数控工艺推荐方案。 展开更多
关键词 数控加工 工艺复用 相似性度量 特征检索 推荐系统
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Optimization of Fermentation and Product Collection Process of the Functional Bacteria for Bioremediation of Shrimp Culture Environment
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作者 李秋芬 邹玉霞 +3 位作者 辛福言 曲克明 陈民山 马绍赛 《Marine Science Bulletin》 CAS 2006年第1期53-60,共8页
In order to implement industrial production of selected functional bacteria for bioremediation of shrimp culture environment, the fermentation conditions of the three functional bacteria, which have high ability in de... In order to implement industrial production of selected functional bacteria for bioremediation of shrimp culture environment, the fermentation conditions of the three functional bacteria, which have high ability in degrading organic pollutants at the bottom of shrimp ponds, were studied. The results showed that the favorable fermentation medium (per L) was 25 g of peptone, 5 g of yeast extract, and 0.2 g of ferric phosphate, and the initial pH value of the medium was 8.0. The optimum fermentation time was 20 h. The optimum stirring way was stirring one hour after one hour. Iso-electric point sedimentation collecting method was the most efficient and economic method to collect the bacteria cells after fermentation, with the optimum sediment pH of 3.67, 4.02, and 3.40 for the strains Lt7222, Gy7018 and Lt7511,respectively. It was also indicated that the survival and reproducing ability of the bacterial cells were not affected by the sedimentation process. 展开更多
关键词 Aquaculture environment BIOREMEDIATION Functional bacteria FERMENTATION
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Drinking water safety and the development of purification technology
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作者 Li Guibai 《Engineering Sciences》 EI 2012年第4期7-11,共5页
This paper briefly introduced the evolution of purification technology for drinking water over time. After description of the 1st generation processes in the beginning of the 20th century - conventional processes and ... This paper briefly introduced the evolution of purification technology for drinking water over time. After description of the 1st generation processes in the beginning of the 20th century - conventional processes and the 2nd generation processes in 1970s - advanced treatment processes, a tertiary processes - UF (ultrafiltration) based on integrated processes was proposed. Moreover, reaction measures (dosing variety of regents for different contaminants) for urban source water emergencies were illustrated in brief. A new technology of KMnO4 and potassium permanganate composite (PPC) for drinking water purification which was developed by Harbin Institute of Technology (HIT) was concisely introduced. 展开更多
关键词 urban drinking water safety tertiary purification processes UF source water emergencies and the reactionplan KMnQ and PPC
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Recent progress on nanostructured conducting polymers and composites:synthesis,application and future aspects 被引量:11
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作者 张麟 杜文雅 +2 位作者 Amit Nautiyal 柳祯 张新宇 《Science China Materials》 SCIE EI CSCD 2018年第3期303-352,共50页
Conducting polymers (CPs) have been widely investigated due to their extraordinary advantages over the traditional materials, including wide and tunable electrical conductivity, facile production approach, high mech... Conducting polymers (CPs) have been widely investigated due to their extraordinary advantages over the traditional materials, including wide and tunable electrical conductivity, facile production approach, high mechanical stability, light weight, low cost and ease in material processing. Compared with bulk CPs, nanostructured CPs possess higher electrical conductivity, larger surface area, superior electro- chemical activity, which make them suitable for various ap- plications. Hybridization of CPs with other nanomaterials has obtained promising functional nanocomposites and achieved improved performance in different areas, such as energy sto- rage, sensors, energy harvesting and protection applications. In this review, recent progress on nanostructured CPs and their composites is summarized from research all over the world in more than 400 references, especially from the last three years. The relevant synthesizing experiences are outlined and abundant application examples are illustrated. The ap- proaches of production of nanostructured CPs are discussed and the efficacy and benefits of newest trends for the pre- paration of multifunctional nanomaterials/nanocomposites are presented. Mechanism of their electrical conductivity and the ways to tailor their properties are investigated. The re- maining challenges in developing better CPs based nanoma- terials are also elaborated. 展开更多
关键词 conducting polymer SYNTHESIS composite nanos-tructures electronic devices
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