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面向制造服务的产品配置设计
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作者 王莉静 戴远东 +1 位作者 郗涛 乐亮 《机械设计与制造》 北大核心 2024年第12期16-20,共5页
为提高客户满意度,提出一种面向制造服务的产品配置设计方法。首先,采用物元聚类法,建立客户需求分类模型对客户需求信息进行归类处理。其次,根据客户目标需求,采用最近邻算法在产品库中检索实例产品;并基于客户评价模型,确定不满足客... 为提高客户满意度,提出一种面向制造服务的产品配置设计方法。首先,采用物元聚类法,建立客户需求分类模型对客户需求信息进行归类处理。其次,根据客户目标需求,采用最近邻算法在产品库中检索实例产品;并基于客户评价模型,确定不满足客户目标需求的产品设计参数和模块信息。然后,基于支持向量机,对离散型产品设计参数做分类处理,对连续型产品设计参数做回归处理,以实现满足客户需求的交互响应下的产品配置设计。最后,以平地机为例,验证了该方法的可行性。 展开更多
关键词 面向制造服务 产品配置 支持向量机 平地机
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基于RF-EL融合算法的施工升降机可靠性模型研究 被引量:2
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作者 王莉静 赵海盟 +1 位作者 戴远东 乐亮 《中国工程机械学报》 北大核心 2022年第4期371-376,共6页
针对施工升降机运行可靠性受人、机、管理等多种因素制约的问题,提出了一种基于随机森林和集成学习算法(EL)融合的可靠性分析模型。首先,根据施工升降机的运行工况和管理规范,选取影响施工升降机可靠性的相关因素,并基于随机森林算法(RF... 针对施工升降机运行可靠性受人、机、管理等多种因素制约的问题,提出了一种基于随机森林和集成学习算法(EL)融合的可靠性分析模型。首先,根据施工升降机的运行工况和管理规范,选取影响施工升降机可靠性的相关因素,并基于随机森林算法(RF)计算各相关因素的重要度值,约减不相关因素,构建可靠性分析指标体系;其次,以改进BP神经网络、优化支持向量机和贝叶斯算法构建基学习器,利用施工升降机运行的历史数据进行模型训练;最后,选择优化的集成学习策略,构建可靠性分析的EL模型,并进行训练和检测。通过对提出的施工升降机可靠性分析模型进行实例验证,训练集准确率为99.2%,测试集准确率为97.5%。结果表明:该集成融合模型具有较高的准确度,适用于施工升降机的实时可靠性分析。 展开更多
关键词 施工升降机 可靠性 随机森林 集成学习算法
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基于一维卷积神经网络客户需求分类模型 被引量:1
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作者 王莉静 戴远东 +1 位作者 赵海盟 李雅婷 《天津城建大学学报》 CAS 2022年第3期216-221,共6页
针对产品定制设计中的客户需求分类问题,建立了基于一维卷积神经网络的客户需求分类模型.首先收集客户需求,建立客户需求规范表,并根据客户购买力将其分为I类、II类、III类;其次,使用三角模糊数对客户需求语义信息做量化处理;然后,将量... 针对产品定制设计中的客户需求分类问题,建立了基于一维卷积神经网络的客户需求分类模型.首先收集客户需求,建立客户需求规范表,并根据客户购买力将其分为I类、II类、III类;其次,使用三角模糊数对客户需求语义信息做量化处理;然后,将量化后的客户需求信息分为训练样本和测试样本,基于一维卷积神经网络进行训练和测试,从而建立了客户需求分类模型.最后,以施工升降机为例,验证了该模型的有效性. 展开更多
关键词 一维卷积神经网络 客户需求 分类模型
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Sensitive Single-Level Magnetometers of High T_(c) dc SQUIDS
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作者 WANG Shiguang dai yuandong +5 位作者 ZENG Xianghui ZHENG Peihui WANG Shouzheng XIONG Guangcheng LIAN Guijun GAN Zizhao 《Chinese Physics Letters》 SCIE CAS CSCD 1995年第4期229-232,共4页
We have developed a simple sintering system to prepare the yttria-stabilized-zirconia(YSZ)bicrystals.Grain-boundary junctions made from the epitaxial YBa_(2)Cu_(3)O_(7-δ) films on the bicrystal substrates demonstrate... We have developed a simple sintering system to prepare the yttria-stabilized-zirconia(YSZ)bicrystals.Grain-boundary junctions made from the epitaxial YBa_(2)Cu_(3)O_(7-δ) films on the bicrystal substrates demonstrated Josephson behavior.Using new square washer design,single-level magnetometer of dc superconducting quantum interference.device(SQUID)has been fabricated.Owing to the flux focusing effect of the large washer,the magnetic field sensitivity of the devices has been enhanced.The magnetic field resolution of the magnetometer is IpT/Hz^(1/2) at 10Hz,and increases to 3pT/Hz^(1/2) at 1Hz at 77K. 展开更多
关键词 behavior. SQUID MAGNETOMETER
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Ge Film Contacts to Radio Frequency Sputtered Y-Ba-Cu-O Superconductor Film
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作者 ZHANG Bei QIAN Yi +8 位作者 TONG Litai CHEN Haiying WANG Guizhi QIAO Yongping XING Miaoxiang FENG Qingrong LIU Zunxiao LAN Jian dai yuandong 《Chinese Physics Letters》 SCIE CAS CSCD 1991年第9期487-490,共4页
The semiconductor-superconductor con tact system of Ge/Y-Ba-Cu-O(YBCO)/SrTiO_(3) has been successfully fabricated by two steps of deposition.The YBCO film in the contact of Ge/YBCO did not lose its superconductivity a... The semiconductor-superconductor con tact system of Ge/Y-Ba-Cu-O(YBCO)/SrTiO_(3) has been successfully fabricated by two steps of deposition.The YBCO film in the contact of Ge/YBCO did not lose its superconductivity and its T_(c)(on set)did not degrade as well.The top layer of Ge was polycrystalline with preferred orientation corresponding to the epitaxial structure of the underlayer of YBCO. 展开更多
关键词 DEPOSITION STEPS SUPERCONDUCTOR
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SUPERCONDUCTIVITY OF Tl_(2)Ba_(2)(Ca_(1-x)Mg_(x))_(2)Cu_(3)O_(y)
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作者 WEI Chongde LIN Qin +6 位作者 SHEN Zhaohui LIU Zunxiao LAN Jian WU Ke XUE Lixin dai yuandong GAN Zizhao 《Chinese Physics Letters》 SCIE CAS CSCD 1989年第2期84-87,共4页
The structural,magnetic and superconducting properties of the Tl_(2)Ba_(2)(Ca_(1-x)Mg_(x))_(2)Cu_(3)O_(y)system with x=0,0.05,0.1,0.15,0.2,0.3,0.4,0.5 were studied.Replacement of calcium by magnesium depresses Tc from... The structural,magnetic and superconducting properties of the Tl_(2)Ba_(2)(Ca_(1-x)Mg_(x))_(2)Cu_(3)O_(y)system with x=0,0.05,0.1,0.15,0.2,0.3,0.4,0.5 were studied.Replacement of calcium by magnesium depresses Tc from 116.3K(x=0)to 93.3K(x=0.5).The critical current also decreases with increasing x. 展开更多
关键词 (x) MAGNESIUM (3)
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MECHANISM OF HIGH T_(c) SUPERCONDUCTIVITY IN Ba-La-Cu-O
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作者 LIU Fusui SHENG Yi dai yuandong 《Chinese Physics Letters》 SCIE CAS 1987年第9期427-429,共3页
It is proposed that the high T_(c) superconductivlty in Ba-La-Cu-O system comes from the phonon cloud mediated Fröhlich polaron pair.The T_(c) should be lower than the transition temperature of small polaron into... It is proposed that the high T_(c) superconductivlty in Ba-La-Cu-O system comes from the phonon cloud mediated Fröhlich polaron pair.The T_(c) should be lower than the transition temperature of small polaron into large polaron.Estimated value of T_(c) is also given based on the mechanism proposed by the authors. 展开更多
关键词 POLARON PHONON system
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Characteristics of magnetocardiography and electrocardiography in the time-frequency domain 被引量:1
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作者 LIU XinYuan PEI LiuQing +2 位作者 ZHANG SuMing WANG Yin dai yuandong 《Chinese Science Bulletin》 SCIE EI CAS 2011年第8期819-825,共7页
As the carriers of electromagnetic information about the cardiac system,both magnetocardiography(MCG) and electrocardiography(ECG) are non-stationary signals(NSS).The essential and crucial features of NSS are the loca... As the carriers of electromagnetic information about the cardiac system,both magnetocardiography(MCG) and electrocardiography(ECG) are non-stationary signals(NSS).The essential and crucial features of NSS are the local time-frequency characteristics(LTFCH).Under the constraint of the uncertainty principle in the time-frequency domain(TFD),the LTFCH of those non-stationary signals can be determined by evolutionary spectrum analysis(ESA).In this paper,by analyzing the QRS complexes of both MCG and ECG data from healthy volunteers,we have derived some characteristic parameters(CHPs) in the TFD,such as the quality factor(Q) and center frequency(fz).According to the experiment results,we believe that there are threshold ranges of Q and fz values in the dynamic behavior of the cardiac system for healthy projects.If the CHPs are in the proper ranges,the cardiac system is in a normal condition and homeostasis can be self-correcting.In contrast,if the values of the CHPs are less than the proper ranges,the homeostasis of the cardiac system is lost and some cardiac diseases may result.The assumption of the threshold ranges is verified by sample data from different cardiac diseases,and the results support the assumption.The CHPs are not only a kind of new reference criterion for ECG in clinical diagnosis,but also afford a technological route for the application of MCGs in cardiology. 展开更多
关键词 特征参数 心电图 时频域 心脏健康 非平稳信号 工程系统 心脏疾病 电磁信息
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