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Multi-dimensional multiplexing optical secret sharing framework with cascaded liquid crystal holograms 被引量:3
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作者 Keyao Li Yiming Wang +6 位作者 Dapu Pi Baoli Li Haitao Luan Xinyuan Fang Peng Chen Yanqing Lu Min Gu 《Opto-Electronic Advances》 SCIE EI CAS CSCD 2024年第1期28-35,共8页
Secret sharing is a promising technology for information encryption by splitting the secret information into different shares.However,the traditional scheme suffers from information leakage in decryption process since... Secret sharing is a promising technology for information encryption by splitting the secret information into different shares.However,the traditional scheme suffers from information leakage in decryption process since the amount of available information channels is limited.Herein,we propose and demonstrate an optical secret sharing framework based on the multi-dimensional multiplexing liquid crystal(LC)holograms.The LC holograms are used as spatially separated shares to carry secret images.The polarization of the incident light and the distance between different shares are served as secret keys,which can significantly improve the information security and capacity.Besides,the decryption condition is also restricted by the applied external voltage due to the variant diffraction efficiency,which further increases the information security.In implementation,an artificial neural network(ANN)model is developed to carefully design the phase distribution of each LC hologram.With the advantage of high security,high capacity and simple configuration,our optical secret sharing framework has great potentials in optical encryption and dynamic holographic display. 展开更多
关键词 holographic encryption optical secret sharing cascaded liquid crystal hologram multi-dimensional multiplexing
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Liquid crystal-integrated metasurfaces for an active photonic platform 被引量:2
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作者 Dohyun Kang Hyeonsu Heo +4 位作者 Younghwan Yang Junhwa Seong Hongyoon Kim Joohoon Kim Junsuk Rho 《Opto-Electronic Advances》 SCIE EI CAS CSCD 2024年第6期5-29,共25页
Metasurfaces have opened the door to next-generation optical devices due to their ability to dramatically modulate electromagnetic waves at will using periodically arranged nanostructures.However,metasurfaces typicall... Metasurfaces have opened the door to next-generation optical devices due to their ability to dramatically modulate electromagnetic waves at will using periodically arranged nanostructures.However,metasurfaces typically have static optical responses with fixed geometries of nanostructures,which poses challenges for implementing transition to technology by replacing conventional optical components.To solve this problem,liquid crystals(LCs)have been actively employed for designing tunable metasurfaces using their adjustable birefringent in real time.Here,we review recent studies on LCpowered tunable metasurfaces,which are categorized as wavefront tuning and spectral tuning.Compared to numerous reviews on tunable metasurfaces,this review intensively explores recent development of LC-integrated metasurfaces.At the end of this review,we briefly introduce the latest research trends on LC-powered metasurfaces and suggest further directions for improving LCs.We hope that this review will accelerate the development of new and innovative LC-powered devices. 展开更多
关键词 tunable metasurface liquid crystal active metasurface electrically tunable optical system
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Dielectric anisotropy in liquid crystal mixtures with nematic and smectic phases
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作者 汤星舟 叶家耀 +4 位作者 王子烨 姜皓译 尚小虎 杨朝雁 李炳祥 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第8期519-524,共6页
The modulation of dielectric anisotropy(△ε)is pivotal for elucidating molecular interactions and directing the alignment of liquid crystals.In this study,we combine liquid crystals with opposing dielectric anisotrop... The modulation of dielectric anisotropy(△ε)is pivotal for elucidating molecular interactions and directing the alignment of liquid crystals.In this study,we combine liquid crystals with opposing dielectric anisotropies to explore the impact of varying concentrations on their properties.We report the sign-reversal of△εin both the nematic and smectic A phases of these mixed liquid crystals,alongside a dual-frequency behaviour across a broad temperature spectrum.Our research further quantifies the influence of mixture ratios under various temperatures and electric field frequencies.This exploration may pave the way for the discovery of new physical phenomena. 展开更多
关键词 mixed liquid crystal dielectric anisotropy TUNABLE NEMATIC SMECTIC
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Liquid crystal droplets formation and stabilization during phase transition process
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作者 Xia Meng Jiayao Ye +5 位作者 Ao Li Xudong Zhu Zhaoyan Yang Lei Wang Bingxiang Li Yanqing Lu 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第11期106-111,共6页
The study of phase transition processes in liquid crystals(LCs)remains challenging.Most thermotropic LCs exhibit a narrow temperature range and a rapid phase transition from the isotropic(ISO)to the nematic(N)phase,wh... The study of phase transition processes in liquid crystals(LCs)remains challenging.Most thermotropic LCs exhibit a narrow temperature range and a rapid phase transition from the isotropic(ISO)to the nematic(N)phase,which make it difficult to capture and manipulate the phase transition process.In this study,we observed the evolution of small droplets during the ISO–N phase transition in ferroelectric nematic(NF)LC RM734.After doping with metal nanoparticles(NPs),the temperature range of the phase transition broadened,and the droplets formed during the phase transition remained stable,with their diameter increasing linearly with temperature.In addition,droplets doped with NPs can be well controlled by an external electric field.This discovery not only aids in understanding the fundamental mechanisms of LC phase transitions but also provides a simple alternative method for preparing droplets,which is potentially valuable for applications in optoelectronic devices and sensors. 展开更多
关键词 liquid crystal droplets phase transition process metal nanoparticles
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Stability analysis of a liquid crystal elastomer self-oscillator under a linear temperature field
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作者 Haiyang WU Jiangfeng LOU +2 位作者 Biao ZHANG Yuntong DAI Kai LI 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2024年第2期337-354,共18页
Self-oscillating systems abound in the natural world and offer substantial potential for applications in controllers,micro-motors,medical equipments,and so on.Currently,numerical methods have been widely utilized for ... Self-oscillating systems abound in the natural world and offer substantial potential for applications in controllers,micro-motors,medical equipments,and so on.Currently,numerical methods have been widely utilized for obtaining the characteristics of self-oscillation including amplitude and frequency.However,numerical methods are burdened by intricate computations and limited precision,hindering comprehensive investigations into self-oscillating systems.In this paper,the stability of a liquid crystal elastomer fiber self-oscillating system under a linear temperature field is studied,and analytical solutions for the amplitude and frequency are determined.Initially,we establish the governing equations of self-oscillation,elucidate two motion regimes,and reveal the underlying mechanism.Subsequently,we conduct a stability analysis and employ a multi-scale method to obtain the analytical solutions for the amplitude and frequency.The results show agreement between the multi-scale and numerical methods.This research contributes to the examination of diverse self-oscillating systems and advances the theoretical analysis of self-oscillating systems rooted in active materials. 展开更多
关键词 SELF-OSCILLATION stability analysis multi-scale method liquid crystal elastomer linear temperature field
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THE EXISTENCE AND UNIQUENESS OF TIME-PERIODIC SOLUTIONS TO THE NON-ISOTHERMAL MODEL FOR COMPRESSIBLE NEMATIC LIQUID CRYSTALS IN A PERIODIC DOMAIN
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作者 陈爽 郭闪闪 许秋菊 《Acta Mathematica Scientia》 SCIE CSCD 2024年第3期947-972,共26页
In this paper,we are concerned with a three-dimensional non-isothermal model for the compressible nematic liquid crystal flows in a periodic domain.Under some smallness and structural assumptions imposed on the time-p... In this paper,we are concerned with a three-dimensional non-isothermal model for the compressible nematic liquid crystal flows in a periodic domain.Under some smallness and structural assumptions imposed on the time-periodic force,we establish the existence of the time-periodic solutions to the system by using a regularized approximation scheme and the topological degree theory.We also prove a uniqueness result via energy estimates. 展开更多
关键词 compressible nematic liquid crystals time-periodic solution topological degree theory energy estimates
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ENERGY CONSERVATION FOR THE WEAK SOLUTIONS TO THE 3D COMPRESSIBLE NEMATIC LIQUID CRYSTAL FLOW
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作者 谭忠 李心亮 杨惠 《Acta Mathematica Scientia》 SCIE CSCD 2024年第3期851-864,共14页
In this paper,we establish some regularity conditions on the density and velocity fields to guarantee the energy conservation of the weak solutions for the three-dimensional compressible nematic liquid crystal flow in... In this paper,we establish some regularity conditions on the density and velocity fields to guarantee the energy conservation of the weak solutions for the three-dimensional compressible nematic liquid crystal flow in the periodic domain. 展开更多
关键词 compressible nematic liquid crystal flow weak solutions energy conservation
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Advances in Liquid Crystal Epoxy:Molecular Structures,Thermal Conductivity,and Promising Applications in Thermal Management
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作者 Wenying Zhou Yun Wang +6 位作者 Fanrong Kong Weiwei Peng Yandong Wang Mengxue Yuan Xiaopeng Han Xiangrong Liu Bo Li 《Energy & Environmental Materials》 SCIE EI CAS CSCD 2024年第4期315-343,共29页
Traditional heat conductive epoxy composites often fall short in meeting the escalating heat dissipation demands of large-power,high-frequency,and highvoltage insulating packaging applications,due to the challenge of ... Traditional heat conductive epoxy composites often fall short in meeting the escalating heat dissipation demands of large-power,high-frequency,and highvoltage insulating packaging applications,due to the challenge of achieving high thermal conductivity(k),desirable dielectric performance,and robust thermomechanical properties simultaneously.Liquid crystal epoxy(LCE)emerges as a unique epoxy,exhibiting inherently high k achieved through the self-assembly of mesogenic units into ordered structures.This characteristic enables liquid crystal epoxy to retain all the beneficial physical properties of pristine epoxy,while demonstrating a prominently enhanced k.As such,liquid crystal epoxy materials represent a promising solution for thermal management,with potential to tackle the critical issues and technical bottlenecks impeding the increasing miniaturization of microelectronic devices and electrical equipment.This article provides a comprehensive review on recent advances in liquid crystal epoxy,emphasizing the correlation between liquid crystal epoxy’s microscopic arrangement,organized mesoscopic domain,k,and relevant physical properties.The impacts of LC units and curing agents on the development of ordered structure are discussed,alongside the consequent effects on the k,dielectric,thermal,and other properties.External processing factors such as temperature and pressure and their influence on the formation and organization of structured domains are also evaluated.Finally,potential applications that could benefit from the emergence of liquid crystal epoxy are reviewed. 展开更多
关键词 intrinsically thermal conductive epoxy liquid crystal unit ordered structure phonon transport thermal conductivity
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WEAK-STRONG UNIQUENESS FOR THREE DIMENSIONAL INCOMPRESSIBLE ACTIVE LIQUID CRYSTALS
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作者 Fan YANG Congming LI 《Acta Mathematica Scientia》 SCIE CSCD 2024年第4期1415-1440,共26页
The hydrodynamics of active liquid crystal models has attracted much attention in recent years due to many applications of these models.In this paper,we study the weak-strong uniqueness for the Leray-Hopf type weak so... The hydrodynamics of active liquid crystal models has attracted much attention in recent years due to many applications of these models.In this paper,we study the weak-strong uniqueness for the Leray-Hopf type weak solutions to the incompressible active liquid crystals in R^(3).Our results yield that if there exists a strong solution,then it is unique among the Leray-Hopf type weak solutions associated with the same initial data. 展开更多
关键词 analysis of parabolic and elliptic types weak-strong uniqueness active liquid crystals weak solution energy equality
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Influence of the Powder on the Properties of the Liquid Crystal Emulsions
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作者 Chen Dongzhi Wang Jiajun Xu Yongyu 《China Detergent & Cosmetics》 CAS 2024年第3期67-78,共12页
The purpose of study was to evaluate the effect of four powder including titanium dioxide,bismuth oxychloride,silica,and kaolin on the properties of the liquid crystal emulsions.The results show that the addition of t... The purpose of study was to evaluate the effect of four powder including titanium dioxide,bismuth oxychloride,silica,and kaolin on the properties of the liquid crystal emulsions.The results show that the addition of titanium dioxide and bismuth oxychloride had no obvious effect on the liquid crystal structure.In addition,the addition of Kaolin and silica have an effect on the stability of the liquid crystal structure.Sensory evaluation and Texture analyzer results shown that the addition of titanium dioxide and bismuth oxychloride had no obvious effect on the spreadability of liquid crystal system.The addition of silica and Kaolin was increased the hardness and adhesive of the liquid crystal system.Rheological experiments shown that the kaolin system had lower structural stability.the system with titanium dioxide,bismuth oxychloride,and silica has good stability.This paper provides data support for the application of powders in the formulation of liquid crystal system,which aims to provide a data basis for the preparation and applications of liquid crystal emulsion. 展开更多
关键词 liquid crystal emulsions POWDER rheology character
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HPLC及LC-MS测定榛子中氯吡苯脲和多菌灵残留 被引量:1
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作者 桑育黎 王沛 +2 位作者 郝延军 李楠楠 戚建忠 《辽宁大学学报(自然科学版)》 CAS 2024年第1期8-15,共8页
本文采用高效液相色谱法(HPLC)和液相色谱-质谱法(LC-MS)对干果榛子中氯吡苯脲和多菌灵残留量进行含量测定.HPLC和LC-MS均使用C18色谱柱,含量测定采取等度洗脱,流动相:甲醇-水(55∶45,体积比);体积流量:1.0 mL·min-1;测定波长:260 ... 本文采用高效液相色谱法(HPLC)和液相色谱-质谱法(LC-MS)对干果榛子中氯吡苯脲和多菌灵残留量进行含量测定.HPLC和LC-MS均使用C18色谱柱,含量测定采取等度洗脱,流动相:甲醇-水(55∶45,体积比);体积流量:1.0 mL·min-1;测定波长:260 nm;柱温:30℃.LC-MS采取电喷雾离子源,梯度洗脱,体积流量:0.6 mL·min-1,柱温:30℃.结果表明,榛子中氯吡苯脲与多菌灵存在残留,氯吡苯脲质量浓度在1.00~10.00μg·mL-1范围内线性关系良好,加样回收率在95.58%~100.58%;多菌灵质量浓度在1.005~15.075μg·mL-1范围内具有良好的线性关系,加样回收率在95.61%~104.39%.实验证明,HPLC与LC-MS相结合的方法具有操作简便、灵敏度高、检出限低等优点,能有效地检测到榛子样品中膨大剂氯吡苯脲及杀菌剂多菌灵的残留,并确定其残留量,线性关系和回收率结果均令人满意.根据被检测的8批样品中氯吡苯脲和多菌灵两项农药残留量推断,作为一般干果食用榛子是安全的. 展开更多
关键词 榛子 氯吡苯脲 多菌灵 高效液相色谱法(HPlc) 液相色谱-质谱法(lc-MS)
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基于不确定度评估研究ID-LC-MS/MS法检测鸡蛋中氟虫腈砜残留量的关键控制点
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作者 张巧艳 方维焕 +3 位作者 郑蔚然 王夏君 刘超纲 王强 《浙江农业学报》 CSCD 北大核心 2024年第3期643-650,共8页
为了控制检测结果准确性,以鸡蛋粉中氟虫腈砜残留分析标准物质[GBW(E)100779]为测试样,采用“自下而上”法对基于多功能净化柱(PAC柱)净化的同位素稀释液相色谱串联质谱(ID-LC-MS/MS)法进行测量不确定度评估。“鱼骨图”分析表明,不确... 为了控制检测结果准确性,以鸡蛋粉中氟虫腈砜残留分析标准物质[GBW(E)100779]为测试样,采用“自下而上”法对基于多功能净化柱(PAC柱)净化的同位素稀释液相色谱串联质谱(ID-LC-MS/MS)法进行测量不确定度评估。“鱼骨图”分析表明,不确定度分量主要来源有样品称样量、内标溶液添加体积、标准工作溶液浓度及其移取体积。内标溶液添加体积引入的不确定度最大,对检测结果不确定度的贡献率为68.59%;万分之一天平称量引入的不确定度可忽略不计。同位素内标的添加过程是ID-LC-MS/MS法检测的关键控制点,参考基准的合理选择和目标物的完全提取是准确测量的前提。进一步用LC-MS/MS法对参考物质、稀释剂和内标溶液的适用性进行了评估,并基于国家有证标准物质[GBW(E)100779]对提取方法进行了优化。研究结果有利于提升鸡蛋食品安全的检测质量和质控水平,为精准检测质控方案的设计提供新思路。 展开更多
关键词 测量不确定度 鸡蛋 氟虫腈砜 同位素稀释液相色谱串联质谱法(ID-lc-MS/MS) 质量控制 标准物质
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Flat multifunctional liquid crystal elements through multi-dimensional information multiplexing 被引量:10
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作者 Dongliang Tang Zhenglong Shao +4 位作者 Xin Xie Yingjie Zhou Xiaohu Zhang Fan Fan Shuangchun Wen 《Opto-Electronic Advances》 SCIE EI CAS CSCD 2023年第4期39-47,共9页
Flat optical elements have attracted enormous attentions and act as promising candidates for the next generation of optical components.As one of the most outstanding representatives,liquid crystal(LC)has been widely a... Flat optical elements have attracted enormous attentions and act as promising candidates for the next generation of optical components.As one of the most outstanding representatives,liquid crystal(LC)has been widely applied in flat panel display industries and inspires the wavefront modulation with the development of LC alignment techniques.However,most LC elements perform only one type of optical manipulation and are difficult to realize the multifunctionality and light integration.Here,flat multifunctional liquid crystal elements(FMLCEs),merely composed of anisotropic LC molecules with space-variant orientations,are presented for multichannel information manipulation by means of polarization,space and wavelength multiplexing.Specifically,benefiting from the unique light response with the change of the incident polarization,observation plane,and working wavelength,a series of FMLCEs are demonstrated to achieve distinct near-and far-field display functions.The proposed strategy takes full advantage of basic optical parameters as the decrypted keys to improve the information capacity and security,and we expect it to find potential applications in information encryption,optical anti-counterfeiting,virtual/augmented reality,etc. 展开更多
关键词 MULTIFUNCTIONAL liquid crystal HOLOGRAPHY information multiplexing
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A review of liquid crystal spatial light modulators:devices and applications 被引量:4
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作者 Yiqian Yang Andrew Forbes Liangcai Cao 《Opto-Electronic Science》 2023年第8期1-29,共29页
Spatial light modulators,as dynamic flat-panel optical devices,have witnessed rapid development over the past two decades,concomitant with the advancements in micro-and opto-electronic integration technology.In partic... Spatial light modulators,as dynamic flat-panel optical devices,have witnessed rapid development over the past two decades,concomitant with the advancements in micro-and opto-electronic integration technology.In particular,liquid-crystal spatial light modulator(LC-SLM)technologies have been regarded as versatile tools for generating arbitrary optical fields and tailoring all degrees of freedom beyond just phase and amplitude.These devices have gained significant interest in the nascent field of structured light in space and time,facilitated by their ease of use and real-time light manipulation,fueling both fundamental research and practical applications.Here we provide an overview of the key working principles of LC-SLMs and review the significant progress made to date in their deployment for various applications,covering topics as diverse as beam shaping and steering,holography,optical trapping and tweezers,measurement,wavefront coding,optical vortex,and quantum optics.Finally,we conclude with an outlook on the potential opportunities and technical challenges in this rapidly developing field. 展开更多
关键词 liquid crystal spatial light modulators liquid crystal devices structured light HOLOGRAPHY APPLICATIONS
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基于LC-MS/MS测定人体类固醇激素的研究进展 被引量:1
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作者 万薇 谢洁 +7 位作者 屈子裕 江游 张谛 黄泽建 王一楠 戴新华 方向 叶子弘 《质谱学报》 EI CAS CSCD 北大核心 2024年第2期201-215,共15页
类固醇激素是一类具有环戊烷多氢菲结构的化合物,由细胞色素P450酶催化形成,在调节机体代谢、促进性器官发育等方面起着重要作用。临床上将类固醇激素水平作为肾上腺疾病、精神类疾病等的诊断指标。液相色谱-串联质谱(LC-MS/MS)联用技... 类固醇激素是一类具有环戊烷多氢菲结构的化合物,由细胞色素P450酶催化形成,在调节机体代谢、促进性器官发育等方面起着重要作用。临床上将类固醇激素水平作为肾上腺疾病、精神类疾病等的诊断指标。液相色谱-串联质谱(LC-MS/MS)联用技术因具有高灵敏度、高通量和高专属性的特点,已成为类固醇临床测定的首选方法。本文综述了LC-MS/MS在内源性类固醇激素测定中的应用,特别是在样品前处理、色谱条件和质谱条件优化等方面的研究进展,为临床上类固醇激素的诊断检测提供参考。 展开更多
关键词 类固醇激素 液相色谱-串联质谱(lc-MS/MS) 样品前处理 色谱条件 质谱条件
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Singularity Formation forthe General Poiseuille Flow of Nematic Liquid Crystals
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作者 Geng Chen Majed Sofiani 《Communications on Applied Mathematics and Computation》 2023年第3期1130-1147,共18页
We consider the Poiseuille flow of nematic liquid crystals via the full Ericksen-Leslie model.The model is described by a coupled system consisting of a heat equation and a quasilinear wave equation.In this paper,we w... We consider the Poiseuille flow of nematic liquid crystals via the full Ericksen-Leslie model.The model is described by a coupled system consisting of a heat equation and a quasilinear wave equation.In this paper,we will construct an example with a finite time cusp singularity due to the quasilinearity of the wave equation,extended from an earlier resultonaspecial case. 展开更多
关键词 liquid crystals Cusp singularity Quasilinear wave equation
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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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采用丙烯酸酯双单体的高空间频率透射式体全息H-PDLC光栅的研制
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作者 朱宁 郑继红 +2 位作者 申桐 李科 刘悠嵘 《液晶与显示》 CAS CSCD 北大核心 2024年第6期752-760,共9页
全息聚合物分散液晶(holographic-polymer dispersed liquid crystal, H-PDLC)体全息光栅因其化学状态稳定、制作简单、价格低廉等优势为全息光波导耦合器件提供了一个更优的思路。本文提出了采用复合型丙烯酸酯类高/低折射率匹配调制的... 全息聚合物分散液晶(holographic-polymer dispersed liquid crystal, H-PDLC)体全息光栅因其化学状态稳定、制作简单、价格低廉等优势为全息光波导耦合器件提供了一个更优的思路。本文提出了采用复合型丙烯酸酯类高/低折射率匹配调制的H-PDLC透射式体光栅的研制。首先结合耦合波理论及分子扩散理论介绍了H-PDLC光栅的形成机理。然后,通过实验对不同官能度单体的光栅材料进行筛选,并研究其全息衍射特性。在此基础上,进一步采用提高引发剂含量的方式优化了高频体全息H-PDLC光栅性能。实验结果表明,该双单体的H-PDLC配方可实现在可见光波段透过率大于90%,在空间频率为973 lp/mm下,衍射效率达到90%,响应带宽为99 nm;在2 941 lp/mm下,衍射效率为75.4%,响应带宽为29 nm。该H-PDLC光栅作为波导显示系统的耦合器件有可观的应用前景。 展开更多
关键词 聚合物分散液晶 透射式体全息光栅 衍射效率 波长响应带宽
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基于卷积神经网络的TFT-LCD引脚导电性能检测
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作者 何适 李忠奎 +1 位作者 周明 谢蓄芬 《大连工业大学学报》 CAS 2024年第3期217-221,共5页
针对导电粒子粘连严重影响TFT-LCD引脚质量检测精度问题,提出融入K均值聚类特征选择的卷积神经网络引脚导电性能二分类图像检测方法。基于引脚附着粒子数量合格与否的判别标准,建立引脚图像检测的合格与不合格二分类模型。根据监督学习... 针对导电粒子粘连严重影响TFT-LCD引脚质量检测精度问题,提出融入K均值聚类特征选择的卷积神经网络引脚导电性能二分类图像检测方法。基于引脚附着粒子数量合格与否的判别标准,建立引脚图像检测的合格与不合格二分类模型。根据监督学习机理,构建包含2 000张引脚图像的数据集。为了提高检测精度,针对不同引脚图像中导电粒子与背景之间灰度阈值存在差异的特点,提出融入K均值聚类特征选择的卷积神经网络引脚图像粒子数量分类算法。进一步应用10折交叉验证法对算法的有效性进行了评估,检测正确率达到96.0%,比极大类间方差法提高了8%,比分水岭法提高了5.5%。 展开更多
关键词 薄膜晶体管液晶显示器 质量检测 卷积神经网络 K均值聚类
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基于LC-OPA的空间激光通信技术进展
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作者 陈奕辛 俞达 +3 位作者 于思源 张书哲 陈阳 赵子达 《佳木斯大学学报(自然科学版)》 CAS 2024年第6期10-13,44,共5页
液晶相控阵既可以在空间激光通信技术建立多点间空间激光通信链路,又能代替压电偏摆镜的精瞄方式。阐述液晶相控阵应用趋势;通过对液晶相控阵中液晶分子电致双折射和多缝衍射光束偏转原理,提出替压电偏摆镜配合终端进行瞄准捕获跟踪的方... 液晶相控阵既可以在空间激光通信技术建立多点间空间激光通信链路,又能代替压电偏摆镜的精瞄方式。阐述液晶相控阵应用趋势;通过对液晶相控阵中液晶分子电致双折射和多缝衍射光束偏转原理,提出替压电偏摆镜配合终端进行瞄准捕获跟踪的方案;以“一对二”空间激光通信终端为例,提出基于液晶相控阵多点间空间激光通信终端方案和链路工作模式,分析方案优势,并进行未来展望。 展开更多
关键词 空间激光通信技术 液晶相控阵 非机械式光束偏转 技术方案
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