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二元广义反码与最优LCD码
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作者 李瑞虎 付强 +1 位作者 宋昊 刘杨 《空军工程大学学报》 CSCD 北大核心 2024年第1期123-127,共5页
基于二元线性码的定义向量理论,引入广义反码及其定义向量概念,确立广义反码、它的参数与二元最优线性码之间的联系。利用广义反码的性质和参数研究对应二元最优线性码的线性补对偶(LCD)性质,证明11类二元最优线性码不是LCD码。该方法... 基于二元线性码的定义向量理论,引入广义反码及其定义向量概念,确立广义反码、它的参数与二元最优线性码之间的联系。利用广义反码的性质和参数研究对应二元最优线性码的线性补对偶(LCD)性质,证明11类二元最优线性码不是LCD码。该方法突破现有方法的局限性,为研究高维二元LCD的参数确定与构造问题提供了可借鉴的新理论和新方法。 展开更多
关键词 广义反码 线性补对偶码 定义向量 最优码
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基于LCD-SSA-BiLSTM模型的月径流预测研究
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作者 任智晶 赵雪花 +1 位作者 郭秋岑 付兴涛 《水电能源科学》 北大核心 2024年第4期1-5,共5页
径流预测在水资源优化配置和防汛抗旱方面发挥着重要作用。但径流序列非平稳会导致预测误差及峰值预测误差较大,因此提出了基于局部特征尺度分解(LCD)、麻雀搜索算法(SSA)和双向长短期记忆神经网络(BiLSTM)的组合预测模型(LCD-SSA-BiLST... 径流预测在水资源优化配置和防汛抗旱方面发挥着重要作用。但径流序列非平稳会导致预测误差及峰值预测误差较大,因此提出了基于局部特征尺度分解(LCD)、麻雀搜索算法(SSA)和双向长短期记忆神经网络(BiLSTM)的组合预测模型(LCD-SSA-BiLSTM),以提高非平稳径流序列的预测精度。以汾河上游4个站点(汾河水库站、上静游站、兰村站和寨上站)为研究对象开展月径流序列预测研究,采用纳什效率系数、平均绝对误差、均方根误差、合格率4个评价指标对预测结果进行定量评价。结果表明,LCD-SSA-BiLSTM模型的平均绝对误差为10.346×10^(4)~124.629×10^(4)m^(3),均方根误差为19.416×10^(4)~191.284×10^(4)m^(3),纳什效率系数为0.975~0.988,4个水文站的合格率均在90%及以上,预测精度为甲级,与单一BiLSTM、EMD-BiLSTM、LCD-BiLSTM及EMD-SSA-BiLSTM模型相比预测效果更好,因此LCD-SSA-BiLSTM模型是预测非平稳月径流序列的有效方法。 展开更多
关键词 汾河上游 BiLSTM模型 lcd 月径流预测
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基于改进PSPNet的手机LCD屏幕表面缺陷检测
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作者 肖彬 陈平华 《计算机测量与控制》 2024年第9期36-43,共8页
手机屏幕是智能手机的关键部件,其品质优劣直接影响到用户的使用体验;因此,手机屏幕缺陷检测成为工业生产中的重要环节;然而,手机LCD屏幕的表面缺陷检测目前还存在检测精确度低、模型参数较多等问题,无法满足实际工业生产需求;为了解决... 手机屏幕是智能手机的关键部件,其品质优劣直接影响到用户的使用体验;因此,手机屏幕缺陷检测成为工业生产中的重要环节;然而,手机LCD屏幕的表面缺陷检测目前还存在检测精确度低、模型参数较多等问题,无法满足实际工业生产需求;为了解决这些问题,对现有的缺陷检测算法和经典语义分割模型进行了研究,提出一种基于改进PSPNet的手机LCD屏幕表面缺陷检测模型;模型采用MobileNetV3作为特征提取网络,有效减少了模型参数;采用多尺度金字塔池化模块,进一步整合多尺度上下文信息,提高了模型的特征提取能力,有效应对屏幕图像中缺陷尺寸微小、边界模糊、相同缺陷尺寸差异较大的问题;同时,通过引入注意力机制,增强了模型的鲁棒性;实验结果表明,在SQ、Mura、TP、Line四种类型的手机LCD屏幕表面缺陷检测上,改进后的模型准确度明显优于基线模型。 展开更多
关键词 手机lcd屏幕 深度学习 缺陷检测 PSPNet 多尺度金字塔池化
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调整彩色滤光膜的致密性和疏水性以减少TFT-LCD制造中的气体释放
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作者 李吉 张霞 +4 位作者 冯翊 廖昌 张杰 尹勇明 孟鸿 《中国光学(中英文)》 EI CAS CSCD 北大核心 2024年第3期704-713,共10页
TFT-LCD产业正朝着高效率、低成本的方向发展。在TFT-LCD制造过程中,发现不同的光刻胶需要不同的真空干燥时间。为了减少制造时间,提高面板成品率,有必要明确影响真空时间的因素。本文探讨了抽运时间与光刻胶材料性能的关系。发现光刻... TFT-LCD产业正朝着高效率、低成本的方向发展。在TFT-LCD制造过程中,发现不同的光刻胶需要不同的真空干燥时间。为了减少制造时间,提高面板成品率,有必要明确影响真空时间的因素。本文探讨了抽运时间与光刻胶材料性能的关系。发现光刻胶的热稳定性与抽运时间的关系可以忽略不计。光刻胶的致密性和疏水性与真空干燥时间密切相关。致密性和高疏水性可以有效避免水蒸气在制造过程中侵入和储存在光刻胶中,减少泵送次数。总的来说,这项工作可以为未来TFT-LCD工业新型光刻胶的开发提供一定的参考。 展开更多
关键词 液晶显示器 彩色滤光膜 气体释放 致密性 疏水性
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基于RA和DFMEA的LCD产品设计方案选择
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作者 连晓振 侯亮 +2 位作者 张文博 颜华生 陈建成 《计算机集成制造系统》 EI CSCD 北大核心 2024年第11期3799-3814,共16页
为有效处理设计参数评估过程的多源异质信息,提出一种集成TOPSIS和PROMETHEEⅡ的设计方案选择方法。首先,基于TOPSIS处理可靠性分析数据,运用信息熵确定测试指标权重,采用加权欧式距离计算设计参数的贴进度;其次,基于PROMETHEEⅡ处理设... 为有效处理设计参数评估过程的多源异质信息,提出一种集成TOPSIS和PROMETHEEⅡ的设计方案选择方法。首先,基于TOPSIS处理可靠性分析数据,运用信息熵确定测试指标权重,采用加权欧式距离计算设计参数的贴进度;其次,基于PROMETHEEⅡ处理设计失效模式及效用分析数据,运用联合密度函数归一化评估信息,基于Jaynes最大熵优化风险因子权重,依据净流量测定设计参数的风险偏好。然后,基于相对贴进度和总风险偏好指数构建综合识别指数,用以选择最佳设计方案。最后,以某企业LCD产品的设计参数评估为例,通过方法对比和灵敏度分析验证所提方法的有效性。 展开更多
关键词 TOPSIS PROMETHEEⅡ 可靠性分析 设计失效模式及效用分析 lcd产品
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TFT-LCD表面Mura缺陷的AOI检测研究进展
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作者 陈泽康 沈奕 +2 位作者 翟晨阳 董晨瑶 王双喜 《液晶与显示》 CAS CSCD 北大核心 2024年第11期1463-1476,共14页
液晶显示屏幕的表面缺陷检测是保证TFT-LCD等液晶显示屏质量稳定性的关键。得益于在检测表面缺陷方面高效率、低成本的优势,机器视觉技术目前已经成为TFT-LCD质量检测的主要手段。本文首先概述了液晶屏的发展历程,列举了常见Mura缺陷的... 液晶显示屏幕的表面缺陷检测是保证TFT-LCD等液晶显示屏质量稳定性的关键。得益于在检测表面缺陷方面高效率、低成本的优势,机器视觉技术目前已经成为TFT-LCD质量检测的主要手段。本文首先概述了液晶屏的发展历程,列举了常见Mura缺陷的类型,分别介绍了基于传统图像处理和基于深度学习的Mura缺陷检测方法,概述了图像滤波和图像亮度校正等图像预处理技术的研究动态。本文重点阐述了监督学习、无监督学习和迁移学习等人工智能技术在TFT-LCD表面Mura缺陷检测领域的应用,并对基于机器视觉的TFT-LCD表面Mura缺陷检测的技术发展趋势进行了展望。 展开更多
关键词 TFT-lcd Mura缺陷 机器视觉 图像处理 深度学习
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基于YOLOv5s轻量化改进的LCD缺陷检测方法
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作者 王新杰 高祥 +1 位作者 赵云龙 唐林 《四川轻化工大学学报(自然科学版)》 CAS 2024年第2期73-83,共11页
针对目前LCD缺陷检测速度较慢、检测精度较低的现状,本文提出一种YOLOv5s轻量化改进模型来检测识别LCD所存在的缺陷情况。通过改进上采样CARAFE算子进行Nearest的替换,并修改其kencoder与kreassembly两项参数进行对比;同时,增加CBAM注... 针对目前LCD缺陷检测速度较慢、检测精度较低的现状,本文提出一种YOLOv5s轻量化改进模型来检测识别LCD所存在的缺陷情况。通过改进上采样CARAFE算子进行Nearest的替换,并修改其kencoder与kreassembly两项参数进行对比;同时,增加CBAM注意力机制,更加关注目标区域特征信息以提升模型召回率;最后进行轻量化设计替换C3为C3_Ghost,以达到参数量、运输量以及模型大小的减小。实验结果说明,改进YOLOv5s算法在原模型基础上,准确率P提高了2.1%,召回率R提高了5.4%,模型平均精度mAP达到88.8%,相对于改进前提高了2.1%,参数量和运算量分别减少了15.6%和20.9%,并且模型大小减少了14.6%。整体而言,改进后的算法模型更加轻量化,模型MB减小并且参数量以及运算量相对减少,因此方便对低算力硬件进行部署,同时也为LCD工厂智能检测技术提供一定技术参考。 展开更多
关键词 lcd缺陷检测 轻量化 CARAFE GHOST YOLOv5s
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Experimental and numerical study regarding H-steel all-bolted connection steel frame with composite wall boards
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作者 Fan Min Guo Hongchao +2 位作者 Li Shen Wang Zhenshan Wang Huaqiang 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2024年第2期427-443,共17页
H-steel all-bolted connection steel frame structures with heat preservation and decoration composite wall boards were investigated and the seismic performances of three scaled specimens were studied.The failure modes,... H-steel all-bolted connection steel frame structures with heat preservation and decoration composite wall boards were investigated and the seismic performances of three scaled specimens were studied.The failure modes,hysteresis curves,bearing capacity,ductility,energy dissipation capacity,stiffness degradation and strain distribution were discussed.The calculation method of structural theoretical internal force was presented.The results showed that the overall structural seismic performance was better,and the structural ductility met the demands of elastic-plastic inter-story drift angle for seismic design.The H-steel weak-axis connection structure obtained better energy dissipation capacity,and its bearing capacity and stiffness were slightly different from the strong-axis connection.The heat preservation and decoration performance of composite wallboard and the all-bolted connection of the steel frame realized prefabrication during the whole construction period.The plastic hinge of the steel beam can be moved outwards because of the L-angles,which effectively avoids stress concentration in joint areas and expands the plastic hinge range.The errors between the theoretical structural capacity calculated by the plastic analysis method and the test results were within 2.44%.In addition,structural failure mechanisms and bearing capacities were verified by the finite element(FE)analysis,and the effects of the main parameters on the structures were investigated.The FE verification results were the same as in the test.The research results provide theoretical support and technical guidance for the application of thermal insulation and decorative composite wall panels in H-shaped steel all-bolted steel frames. 展开更多
关键词 composite wall boards all-bolted steel frame H-steel low-cyclic loading failure modes
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Effect of copper content on the pyrolysis process of organic components in waste printed circuit boards:Based on experimental and quantum chemical DFT simulations
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作者 Bin Li Biqin Shen +5 位作者 Ran Tao Chenwei Hu Yufeng Wu Haoran Yuan Jing Gu Yong Chen 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2024年第9期202-211,共10页
In recent years,scientists have become increasingly concerned in recycling electronic trash,particularly waste printed circuit boards(WPCBs).Previous research has indicated that the presence of Cu impacts the pyrolysi... In recent years,scientists have become increasingly concerned in recycling electronic trash,particularly waste printed circuit boards(WPCBs).Previous research has indicated that the presence of Cu impacts the pyrolysis of WPCBs.However,there may be errors in the experimental results,as printed circuit boards(PCBs)with copper and those without copper are produced differently.For this experiment,we blended copper powder with PCB nonmetallic resin powder in various ratios to create the samples.The apparent kinetics and pyrolysis properties of four resin powders with varying copper concentrations were compared using nonisothermal thermogravimetric analysis(TG)and thermal pyrolysis-gas chromatography mass spectrometry(Py-GC/MS).From the perspective of kinetics,the apparent activation energy of the resin powder in the pyrolysis reaction shows a rise(0.1<a<0.2)-stable(0.2<a<0.4)-accelerated increase(0.4<a<0.8)-decrease(0.8<a<0.9)process.After adding copper powder,the apparent activation energy changes more obviously when(0.2<a<0.4).In the early stage of the pyrolysis reaction(0.1<a<0.6),the apparent activation energy is reduced,but when a?0.8,it is much higher than that of the resin sample without copper.Additionally,it is discovered using thermogravimetric analysis and Py-GC/MS that copper shortens the temperature range of the primary pyrolysis reaction and prevents the creation of compounds containing bromine.This inhibition will raise the temperature at which compounds containing bromine first form,and it will keep rising as the copper level rises.The majority of the circuit board molecules have lower bond energies when copper is present,according to calculations performed using the Gaussian09 software,which promotes the pyrolysis reaction. 展开更多
关键词 Waste printed circuit boards COPPER PYROLYSIS Kinetic study Density functional theory(DFT)
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基于双目视觉的LCD包边机上料运输智能控制方法
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作者 陈燕清 《机械管理开发》 2024年第8期299-301,306,共4页
针对现有控制方法应用下LCD包边机上料运输时存在控制精度较低,贴附精度、胶带包角长度对应能力等均无法满足实际生产所需的问题,引入双目视觉技术,开展对LCD包边机上料运输智能控制方法的设计研究。为确保LCD包边机上料轨迹平滑、运动... 针对现有控制方法应用下LCD包边机上料运输时存在控制精度较低,贴附精度、胶带包角长度对应能力等均无法满足实际生产所需的问题,引入双目视觉技术,开展对LCD包边机上料运输智能控制方法的设计研究。为确保LCD包边机上料轨迹平滑、运动稳定,对LCD包边机上料运输轨迹规划;结合双目视觉技术,对LCD包边机上运输物料图像识别;结合识别到的图像,实现视觉伺服上料运输模糊控制。通过对比实验证明,新的控制方法应用下,控制效果可以达到预期要求,贴附精度得到提升,胶带包角长度对应能力、胶带包角宽度对应能力、胶带贴附宽度对应能力、胶带反折宽度对应能力均能够满足包边工艺需求。 展开更多
关键词 双目视觉 包边机 智能控制 运输 上料 lcd
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Effect of Low pH on Forming Process of Desulfurization Gypsum Composite Boards Strengthened by Melamine-formaldehyde Resin
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作者 CAO Lijiu ZHANG Jiyao +4 位作者 WANG Xinqi ZHANG Xinhe HUANG Jian CHEN Yufang JIN Tao 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS CSCD 2024年第5期1223-1228,共6页
Through exploring the effects of low pH on the composite system of desulfurization gypsum(DG)enhanced by melamine-formaldehyde resin(MF),it is found that the inducing of sulfate-ion,in contrast to chloride and oxalate... Through exploring the effects of low pH on the composite system of desulfurization gypsum(DG)enhanced by melamine-formaldehyde resin(MF),it is found that the inducing of sulfate-ion,in contrast to chloride and oxalate ions,favors the longitudinal growth of the crystalline form of the hydration product,which was relatively simple and had the highest length to width(L/D)ratio.At the same time,MF can also improve L/D ratio of gypsum hydration products,which favors the formation of hydrated whiskers.Finally,in a composite system composed of hemihydrate gypsum,MF,and glass fibers,when dilute sulfuric acid was used to regulate pH=3-4,the tight binding formed among the components of the composite system compared to pH=5-6.The hydration product of gypsum adheres tightly to glass fiber surface and produces a good cross-linking and binding effect with MF.The flexural strength,compressive strength,elastic modulus,and water absorption of the desulphurized gypsum composite board is 22.7 MPa,39.8 MPa,5608 MPa,and 1.8%,respectively. 展开更多
关键词 MF-reinforced desulphurized gypsum board composite forming system low pH condition hydration process aspect ratio synergistic effect
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Protective benefits of HDPE board sand fences in an environment with variable wind directions on Gobi surfaces:wind tunnel study
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作者 ZHANG Kai TIAN Jianjin +4 位作者 LIU Benli ZHAO Yanhua ZHANG Hailong WANG Zhenghui DENG Yuhui 《Journal of Mountain Science》 SCIE CSCD 2024年第10期3353-3367,共15页
The Golmud-Korla Railway in the Gobi area faces operational challenges due to sand hazards,caused by strong and variable winds.This study addresses these challenges by conducting wind tunnel tests to evaluate the prot... The Golmud-Korla Railway in the Gobi area faces operational challenges due to sand hazards,caused by strong and variable winds.This study addresses these challenges by conducting wind tunnel tests to evaluate the protective benefits of High Density Polyethylene(HDPE)board sand fences,focusing on their orientation relative to various wind directions(referred to as'wind angle').This study found that the size of the low-velocity zone on the leeward side of the sand fences(LSF)expanded with an increase in the wind angle(WA).At 1H(the height of the sand fence)and 2H positions on the LSF,the wind speed profiles(WSP)exhibited a segmented logarithmic growth,constrained by Z=H at varying WAs.The efficacy of the sand fence in obstructing airflow escalated as WA increased.The size of the WA has a significant impact on the protective efficiency of HDPE board sand fences.Furthermore,compared to typical sandy surfaces,the rate of sand transport across the Gobi surface diminishes more slowly with height,attributed to the gravel's rebound effect.This phenomenon allows some sand particles to bypass the fences,rendering them less effective at blocking wind and trapping sand than in sandy environments.This paper offers scientific evidence supporting the practical use and enhancement of HDPE board sand fences in varied wind conditions. 展开更多
关键词 Variable wind directions Blown sand control Wind tunnel tests HDPE board sand fences
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Protective benefit of folded linear HDPE board sand fences along the Golmud-Korla Railway,China:Field observation and wind tunnel study
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作者 ZHANG Kai TIAN Jianjin +2 位作者 WANG Zhenghui ZHANG Hailong ZHANG Xingxin 《Journal of Mountain Science》 SCIE CSCD 2024年第7期2206-2219,共14页
The Milan Gobi area of the Golmud-Korla Railway in northwest China is located in the lower dispersal area of the mountain pass and has strong winds with evident double wind direction characteristics.This study introdu... The Milan Gobi area of the Golmud-Korla Railway in northwest China is located in the lower dispersal area of the mountain pass and has strong winds with evident double wind direction characteristics.This study introduced a novel sand fence deployment technique,termed‘folded linear deployment',designed to position the sand fence orthogonally to the two predominant wind directions for optimal protection.This study used wind tunnel and field tests to evaluate the wind and sand flow characteristics,as well as the windproof and sandresistant performance of folded linear HDPE(Highdensity polyethylene)board sand fences.The results suggest that the airflow around the fence creates clear zoning characteristics.The deceleration area on the BSF(backwind side of the sand fence)is much larger than that on the DSF(downwind side of the sand fence).Thus,sand particles are primarily deposited on the BSF.At different wind speeds,the airflow at 2 and 5 h on the DSF is not disturbed.The WSP(wind speed profile)presents a logarithmic distribution.The airflow is disturbed at 1-20 h on the BSF,and the WSP gradually deviates from the logarithmic law.However,as the airflow moves away from the fence,the WSP gradually approaches a logarithmic distribution.Meanwhile,the WPE(windproof efficiency)and SRE(sand-resistant efficiency)of the sand fence exceed 80%.In addition,the results of wind tunnel tests are compared with those of field tests.The overall dispersion is good,and the best dispersion is found at z/H=2.00,indicating good agreement between the two test results.This study provides a scientific basis for the design of sand hazard control measures,similar to the railway project in the Gobi Gale area. 展开更多
关键词 Folded linear HDPE board sand fence Double wind direction Gobi area Protection benefit
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基于LCD多尺度融合特征GJO-SVM的电机轴承故障诊断
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作者 王磊 刘国龙 +6 位作者 田辉 王志强 冯萌 杨磊 姚学龙 包桦 马向阳 《重庆工商大学学报(自然科学版)》 2024年第5期1-8,共8页
目的 针对电机滚动轴承故障难以提取而导致诊断准确率低问题,提出了一种局部特征尺度分解(Local Characteristic-scale Decomposition, LCD)多尺度融合的特征提取方法,并将提取得到的特征向量输入到采用金豺算法(Golden Jackal Optimiza... 目的 针对电机滚动轴承故障难以提取而导致诊断准确率低问题,提出了一种局部特征尺度分解(Local Characteristic-scale Decomposition, LCD)多尺度融合的特征提取方法,并将提取得到的特征向量输入到采用金豺算法(Golden Jackal Optimization, GJO)优化后的支持向量机(Support Vector Machine, SVM)里进行电机轴承故障诊断,从而提升故障诊断正确率。方法 首先,使用LCD算法对使用振动传感器采集得到的电机轴承信号进行分解,得到信号在前3个尺度下的内禀尺度分量(Intrinsic Scale Components, ISC);其次,求每个ISC的能量比和能量熵得到6组特征向量;然后,构建特征向量矩阵并按照3∶2随机选取,生成训练集和测试集;最后,把训练集输入到金豺算法优化支持向量机(GJO-SVM)中,采用GJO算法对支持向量机中的惩罚参数C和核参数g进行寻优选择建立出GJO-SVM故障诊断模型,接着将测试集输入到模型中以实现轴承的故障识别。结果 通过仿真实验验证,LCD多尺度融合特征的特征提取方法能够有效地提取电机轴承的故障信息,且使用金豺算法优化支持向量机(GJO-SVM)的故障诊断准确率达97.86%。结论在同样的条件下与变分模态分解(Variational Modal Decomposition,VMD)融合特征相比,LCD多尺度融合特征的诊断准确率提升了1.79%;与粒子群算法优化支持向量机(PSO-SVM)方法、果蝇算法优化支持向量机(FOA-SVM)方法相比,金豺算法优化支持向量机(GJO-SVM)诊断电机轴承故障的方法具有更高的故障识别效果。 展开更多
关键词 lcd 多尺度信息熵 金豺算法 支持向量机 轴承故障诊断
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Women on Boards of Directors
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作者 Salwa Alhamoudi 《Chinese Business Review》 2024年第1期13-23,共11页
This research aims to measure the current gender representation in membership of boards of directors,and to study the factors affecting the presence of women on boards.The results of the study will support the decisio... This research aims to measure the current gender representation in membership of boards of directors,and to study the factors affecting the presence of women on boards.The results of the study will support the decision makers and policy makers at all levels by providing knowledge that contributes to bridging the current gap in participation of women boards.The methodology used in this research is the descriptive analytical approach,which relies on quantitative methods in the process of collecting and analyzing data.This study represents the boards of directors in the three sectors(public,private,and non-profit)in the Kingdom of Saudi Arabia,The study sample contained 350 targets,where a random sample of 150 people in the public sector,100 people in the private sector,and 100 people in the non-profit sector were selected.The research result found that the majority of the responses believe that the lack of experience and training,and social factors,are the most impact areas of explaining the reasons for the existence of a gap in women’s membership in boards of directors in the three sectors.And the most important reasons for the existence of a gender gap in board membership are:there is no statutory minimum percentage for women’s representation on boards of directors,and scarcity of female competencies in general,and the lack of women occupying leadership positions. 展开更多
关键词 women on boards women empowerment boards of directors women in public sector women in private sector women in non-profit sector
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基于改进Yolov5的LCD缺陷检测
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作者 莫文星 刘华珠 《东莞理工学院学报》 2024年第1期53-58,共6页
为提高液晶显示屏缺陷检测的速度和精度,设计了一种基于深度学习的液晶显示屏缺陷检测系统。针对实时检测系统中的Yolov5检测算法存在对全局信息的提取能力不足问题,在Transformer架构和C3模块基础上构建了C3TR模块并将其加入Yolov5基... 为提高液晶显示屏缺陷检测的速度和精度,设计了一种基于深度学习的液晶显示屏缺陷检测系统。针对实时检测系统中的Yolov5检测算法存在对全局信息的提取能力不足问题,在Transformer架构和C3模块基础上构建了C3TR模块并将其加入Yolov5基础模型。实验结果表明,所提出的算法在准确率和召回率上分别达到了90.9%和90.3%,与Yolov5基础算法相比分别提高了4.1%和1.4%。 展开更多
关键词 深度学习 缺陷检测 液晶显示屏 Yolo
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BOB(Bosa On Board)设计研究
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作者 宋娟娟 《今日自动化》 2024年第7期85-87,共3页
采用bosa on board的方式,将光通信电路直接铺设在PCB板上,替代传统的光模块独立器件,实现GPON/EPON产品的低成本高性能。
关键词 BOSAOn board APD Gpon driver XGSpon driver SERDES layout
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Development and Characterization of Particle Boards Based on Sorghum Husk
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作者 Hamed Tidjani Tabe Gbian Edem Chabi +2 位作者 Valéry Kouandété Doko Kora Farid Carlos Yarou Emmanuel Olodo 《Open Journal of Applied Sciences》 2024年第9期2460-2470,共11页
This study tackles current environmental challenges by developing innovative and eco-friendly particle boards utilizing sorghum husk, combined with recycled expanded polystyrene (EPS). This dual eco-responsible approa... This study tackles current environmental challenges by developing innovative and eco-friendly particle boards utilizing sorghum husk, combined with recycled expanded polystyrene (EPS). This dual eco-responsible approach valorizes sorghum husk, often deemed agricultural waste, and repurposes EPS, a plastic waste, thus contributing to CO2 emission reduction and effective waste management. The manufacturing process involves dissolving recycled polystyrene within a solvent to create a binder, which is then mixed with sorghum husk and cold-pressed into composite boards. The study explores the impact of two particle sizes (fine and coarse) and two different concentrations of the recycled EPS binder. Results demonstrate significant variations in the boards’ mechanical properties, displaying a range of Modulus of Rupture (MOR) from 0.84 MPa to 3.85 MPa, and Modulus of Elasticity (MOE) spanning from 658.13 MPa to 1313.25 MPa, influenced by the binder concentration and particle size. These characteristics suggest that the boards can be effectively used in various construction applications, including interior decoration, false ceilings, and potentially for furniture and door manufacturing when combined with appropriate coatings. This study not only exemplifies the valorization of plastic and agricultural wastes but also offers a practical, localized solution to global climate change challenges by promoting sustainable construction materials. 展开更多
关键词 Eco-Material Bio-Sourced Material Sorghum Husk Particle board Recycled Expanded Polystyrene Sustainable Construction
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浅谈LCD用印制电路板制程涨缩管控
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作者 谢宏伟 《印制电路信息》 2024年第11期55-58,共4页
针对液晶显示器(LCD)用印制电路板(PCB),为方便后续PCB制程实现更加精确的涨缩管控,从前期生产评审设计就需充分了解客户涨缩管控要求。从制程中板材选择、尺寸安定性控制、涨缩系数优化、制程烘烤及监控流程等对涨缩的影响方面入手,重... 针对液晶显示器(LCD)用印制电路板(PCB),为方便后续PCB制程实现更加精确的涨缩管控,从前期生产评审设计就需充分了解客户涨缩管控要求。从制程中板材选择、尺寸安定性控制、涨缩系数优化、制程烘烤及监控流程等对涨缩的影响方面入手,重点阐述了PCB涨缩控制的一些要点及注意事项,以确保成品满足客户最终使用要求。PCB制程按照相关涨缩管控要点执行,可减少尺寸异常,避免出现PCB成品报废造成的不必要损失。 展开更多
关键词 lcd用基板 涨缩系数 烘烤
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TFT-LCD产品缺陷与用户破膜数相关性研究
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作者 李鑫瑞 庞西荣 +1 位作者 华珍 张建武 《中国建材科技》 CAS 2024年第S01期37-42,共6页
通过对TFT-LCD玻璃产品缺陷与用户在使用同批次产品中破膜数据的相关性研究,提前预测产品在用户端发生破膜问题的比例。以便更合理地优化产品质量控制。
关键词 玻璃基板 破膜 缺陷
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