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UVC-LED灯具在水杀菌中的应用研究
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作者 廖俊宇 喻洪波 周涛 《灯与照明》 2025年第5期246-249,共4页
在饮用水及工业流体处理领域,汞蒸气紫外灯长期作为主流消毒手段,但其固有缺陷导致汞污染风险与能源效率瓶颈并存,开发环境友好型的紫外发光二极管(UVC-LED)杀菌技术已成为行业迫切需求。本研究聚焦UVC-LED技术革新,通过联合结构和光学... 在饮用水及工业流体处理领域,汞蒸气紫外灯长期作为主流消毒手段,但其固有缺陷导致汞污染风险与能源效率瓶颈并存,开发环境友好型的紫外发光二极管(UVC-LED)杀菌技术已成为行业迫切需求。本研究聚焦UVC-LED技术革新,通过联合结构和光学模拟分析,使得单个模组的杀菌腔的理论处理流量达到6 L/min,多个模组串联可达到20 L/min以上的大流量处理要求,把杀菌的时长分配到多个模组杀菌腔中,从而满足整体的紫外杀菌剂量需求。本研究结果为新一代模块化UVC-LED水杀菌装备的开发提供了理论支撑与技术参考。 展开更多
关键词 uvc-led 紫外水杀菌 光学模拟 辐射照度
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Comparing the Indoor and Solar Performance of Light-Concentrating Waveguide-Encoded Lattice Slim Films
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作者 Takashi Lawson Kathryn A.Benincasa +7 位作者 Anjilee Manhas Fariha Mahmood Helen Tunstall-García Zhihang Wang Zhongjin Shen Marina Freitag Kalaichelvi Saravanamuttu Rachel C.Evans 《Carbon Energy》 2026年第1期187-196,共10页
Although multicrystalline Si photovoltaics have been extensively studied and applied in the collection of solar energy,the same systems suffer significant efficiency losses in indoor settings,where ambient light condi... Although multicrystalline Si photovoltaics have been extensively studied and applied in the collection of solar energy,the same systems suffer significant efficiency losses in indoor settings,where ambient light conditions are considerably smaller in intensity and possess greater components of non-normal incidence.Yet,indoor light-driven,stand-alone devices can offer sustainable advances in next-generation technologies such as the Internet of Things.Here,we present a non-invasive solution to aid in photovoltaic indoor light collection—radially distributed waveguide-encoded lattice(RDWEL)slim films(thickness 1.5 mm).Embedded with a monotonical radial array of cylindrical waveguides(±20°),the RDWEL demonstrates seamless light collection(FoV(fields of view)=74.5°)and imparts enhancements in JSC(short circuit current density)of 44%and 14%for indoor and outdoor lighting conditions,respectively,when coupled to a photovoltaic device and compared to an unstructured but otherwise identical slim film coating. 展开更多
关键词 indoor light light concentrators optical thin films PHOTOPATTERNING photovoltaics self-induced waveguides solar energy
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Improving Efficiency of Light Pressure Electric Generator Using Graphene Oxide Nanospacer Between Ag Nanoparticles
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作者 Ha Young Lee Sung-Hyun Kim +3 位作者 Sun-Lyeong Hwang Hyung Soo Ahn Heedae Kim Sam Nyung Yi 《Carbon Energy》 2026年第1期38-47,共10页
Improving device efficiency is fundamental for advancing energy harvesting technology,particularly in systems designed to convert light energy into electrical output.In our previous studies,we developed a basic struct... Improving device efficiency is fundamental for advancing energy harvesting technology,particularly in systems designed to convert light energy into electrical output.In our previous studies,we developed a basic structure light pressure electric generator(Basic-LPEG),which utilized a layered configuration of Ag/Pb(Zr,Ti)O_(3)(PZT)/Pt/GaAs to generate electricity based on light-induced pressure on the PZT.In this study,we sought to enhance the performance of this Basic-LPEG by introducing Ag nanoparticles/graphene oxide(AgNPs/GO)composite units(NP-LPEG),creating upgraded harvesting device.Specifically,by depositing the AgNPs/GO units twice onto the Basic-LPEG,we observed an increase in output voltage and current from 241 mV and 3.1μA to 310 mV and 9.3μA,respectively,under a solar simulator.The increase in electrical output directly correlated with the intensity of the light pressure impacting the PZT,as well as matched the Raman measurements,finite-difference time-domain simulations,and COMSOL Multiphysics Simulation.Experimental data revealed that the enhancement in electrical output was proportional to the number of hot spots generated between Ag nanoparticles,where the electric field experienced substantial amplification.These results underline the effectiveness of AgNPs/GO units in boosting the light-induced electric generation capacity,thereby providing a promising pathway for high-efficiency energy harvesting devices. 展开更多
关键词 Ag nanoparticles energy harvesting graphene oxide light pressure PIEZOELECTRIC
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Pharmacological and light-driven pupillary accommodation in guinea pigs:comparative effects of muscarinic modulators and illumination across developmental stages
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作者 Hao Wu Na Lu +5 位作者 Zhong-Bao Qiao Chi Cheng Wen-Ting Luo Ting Wan Tong Qiao Yue Di 《International Journal of Ophthalmology(English edition)》 2026年第2期211-218,共8页
AIM:To investigate the effects of different light intensities and various mydriatic and miotic drugs on pupil accommodation in guinea pigs.METHODS:Forty-two-week-old guinea pigs were randomly divided into four groups ... AIM:To investigate the effects of different light intensities and various mydriatic and miotic drugs on pupil accommodation in guinea pigs.METHODS:Forty-two-week-old guinea pigs were randomly divided into four groups to assess pupillary responses under varying light intensities(100,250,500 lx)and pharmacological interventions(1%atropine,1%cyclopentolate,1%tropicamide,or 2%pilocarpine).Baseline pupil size and eccentricity were recorded using a non-contact Python-based imaging system integrating edge detection and pixel-to-distance conversion.Direct illumination effects were measured at sequential time points,followed by drug administration and longitudinal tracking of pupillary changes.The protocol was repeated at 12wk of age for developmental comparisons.Postexperiment,enucleated eyes were analyzed to evaluate in vitro vs in vivo differences.RESULTS:Significant age-dependent differences in pupil dynamics were observed.Both 2-and 12-week-old guinea pigs exhibited marked pupil constriction under direct illumination(P<0.001),with decreased eccentricity post-constriction(P<0.001).Indirect illumination caused inconsistent pupil size changes(2-week:P=0.68;12-week:P=0.49).Pharmacologically,atropine,cyclopentolate,and tropicamide induced pupil dilation(P<0.001),whereas pilocarpine caused constriction(P<0.001).All drug groups showed reduced eccentricity(P<0.001).In vivo/in vitro comparisons revealed significant structural differences.CONCLUSION:This study investigates pupillary responses in developing guinea pigs,revealing a direct pupillary light reflex(PLR)with light intensity-dependent responses,while indirect PLR was undetectable.The differential effects of muscarinic modulators on pupillary responses underscore the critical role of cholinergic signaling in ocular accommodation,with age-related variations in sensitivity.Additionally,a novel non-contact measurement methodology achieved a precision of 0.01 mm for pupillary quantification,enhancing accuracy in ocular studies. 展开更多
关键词 PUPIL guinea pig muscarinic receptor modulator light reflex
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Bioinspired Precision Peeling of Ultrathin Bamboo Green Cellulose Frameworks for Light Management in Optoelectronics
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作者 Yan Wang Yuan Zhang +2 位作者 Yingfeng Zuo Dawei Zhao Yiqiang Wu 《Nano-Micro Letters》 2026年第1期474-489,共16页
Cellulose frameworks have emerged as promising materials for light management due to their exceptional light-scattering capabilities and sustainable nature.Conventional biomass-derived cellulose frameworks face a fund... Cellulose frameworks have emerged as promising materials for light management due to their exceptional light-scattering capabilities and sustainable nature.Conventional biomass-derived cellulose frameworks face a fundamental trade-off between haze and transparency,coupled with impractical thicknesses(≥1 mm).Inspired by squid’s skin-peeling mechanism,this work develops a peroxyformic acid(HCOOOH)-enabled precision peeling strategy to isolate intact 10-μm-thick bamboo green(BG)frameworks—100×thinner than wood-based counterparts while achieving an unprecedented optical performance(88%haze with 80%transparency).This performance surpasses delignified biomass(transparency<40%at 1 mm)and matches engineered cellulose composites,yet requires no energy-intensive nanofibrillation.The preserved native cellulose I crystalline structure(64.76%crystallinity)and wax-coated uniaxial fibril alignment(Hermans factor:0.23)contribute to high mechanical strength(903 MPa modulus)and broadband light scattering.As a light-management layer in polycrystalline silicon solar cells,the BG framework boosts photoelectric conversion efficiency by 0.41%absolute(18.74%→19.15%),outperforming synthetic anti-reflective coatings.The work establishes a scalable,waste-to-wealth route for optical-grade cellulose materials in next-generation optoelectronics. 展开更多
关键词 Bamboo green Cellulose framework Chemical peeling Optical properties light management
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Visible light photocatalytic enhanced heterogeneous cobalt catalyzed peroxymonosulfate synergistic process to degradation atrazine:Efficiency,influencing factors,by-products removal and mechanism
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作者 Qingkong Chen Jieyu Xia +3 位作者 Fengjun Liu Jianping Fan Peng Yan Mika Sillanpää 《Journal of Environmental Sciences》 2026年第1期166-177,共12页
This study developed a novel heterogeneous Vis-Photo+Fenton-like system by integrating visible-light-responsive Co_(3)O_(4)/TiO_(2) photocatalysis with peroxymonosulfate(PMS)activation for efficient atrazine(ATZ)degra... This study developed a novel heterogeneous Vis-Photo+Fenton-like system by integrating visible-light-responsive Co_(3)O_(4)/TiO_(2) photocatalysis with peroxymonosulfate(PMS)activation for efficient atrazine(ATZ)degradation.The synergistic process achieved complete ATZ removal within 60 min under near-neutral pH(6.9),outperform-ing individual Fenton-like(39%)and photocatalytic(24%)processes.Key factors influencing the degradation efficiency included light sources(UV>visible),pH(optimal at 6.9),catalyst dosage(0.01 g Co_(3)O_(4)/TiO_(2)),and PMS:ATZ molar ratio(1:2).The system exhibited a synergistic coefficient of 5.03(degradation)and 1.97(miner-alization),attributed to enhanced radical generation and accelerated Co^(3+)/Co^(2+)redox cycling through photoin-duced electron transfer.Intermediate analysis revealed dealkylation,dechlorination,and oxidation pathways,with reduced toxicity of by-products(e.g.,CEAT,CIAT)confirmed by ecotoxicity assessments.The mineralization efficiency(Vis-Photo+Fenton-like)reached 83.1%,significantly higher than that of standalone processes(Fenton-like:43.2%;photocatalysis:30.5%).The catalyst demonstrated excellent stability(nearly 90%recov-ery,<1μg/L Co leaching)and practical applicability.This study provides an efficient,sludge-free,and solar-compatible strategy for eliminating persistent herbicides in water treatment. 展开更多
关键词 Synergistic effect Sulfate radical FENTON-LIKE PHOTOCATALYSIS Visible light Atrazine(ATZ)
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Contribution of ferroptosis and SLC7A11 to light-induced photoreceptor degeneration
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作者 Xiaoxu Huang Yumeng Zhang +9 位作者 Yuxin Jiang Tong Li Shiqi Yang Yimin Wang Bo Yu Minwen Zhou Guanran Zhang Xiaohuan Zhao Junran Sun Xiaodong Sun 《Neural Regeneration Research》 2026年第1期406-416,共11页
Progressive photoreceptor cell death is one of the main pathological features of age-related macular degeneration and eventually leads to vision loss.Ferroptosis has been demonstrated to be associated with retinal deg... Progressive photoreceptor cell death is one of the main pathological features of age-related macular degeneration and eventually leads to vision loss.Ferroptosis has been demonstrated to be associated with retinal degenerative diseases.However,the molecular mechanisms underlying ferroptosis and photoreceptor cell death in age-related macular degeneration remain largely unexplored.Bioinformatics and biochemical analyses in this study revealed xC^(–),solute carrier family 7 member 11-regulated ferroptosis as the predominant pathological process of photoreceptor cell degeneration in a light-induced dry age-related macular degeneration mouse model.This process involves the nuclear factor-erythroid factor 2-related factor 2-solute carrier family 7 member 11-glutathione peroxidase 4 signaling pathway,through which cystine depletion,iron ion accumulation,and enhanced lipid peroxidation ultimately lead to photoreceptor cell death and subsequent visual function impairment.We demonstrated that solute carrier family 7 member 11 overexpression blocked this process by inhibiting oxidative stress in vitro and in vivo.Conversely,solute carrier family 7 member 11 knockdown or the solute carrier family 7 member 11 inhibitor sulfasalazine and ferroptosis-inducing agent erastin aggravated H_(2)O_(2)-induced ferroptosis of 661W cells.These findings indicate solute carrier family 7 member 11 may be a potential therapeutic target for patients with retinal degenerative diseases including age-related macular degeneration. 展开更多
关键词 age-related macular degeneration ferroptosis light exposure damage oxidative stress pathway PHOTORECEPTOR programmed cell death solute carrier family 7 member 11(SLC7A11)
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A Cross-Band Quantum Light Source Based on Spontaneous Four-Wave Mixing in a Shallow-Ridge Silicon Waveguide
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作者 Yijia Wang Qirui Ren +2 位作者 Zhanping Jin Yidong Huang Wei Zhang 《Chinese Physics Letters》 2026年第1期64-70,共7页
To fully utilize the resources provided by optical fiber networks,a cross-band quantum light source generating photon pairs,where one photon in a pair is at C band and the other is at O band,is proposed in this work.T... To fully utilize the resources provided by optical fiber networks,a cross-band quantum light source generating photon pairs,where one photon in a pair is at C band and the other is at O band,is proposed in this work.This source is based on spontaneous four-wave mixing(SFWM)in a piece of shallow-ridge silicon waveguide.Theoretical analysis shows that the waveguide dispersion could be tailored by adjusting the ridge width,enabling broadband photon pair generation by SFWM across C band and O band.The spontaneous Raman scattering(SpRS)in silicon waveguides is also investigated experimentally.It shows that there are two regions in the spectrum of generated photons from SpRS,which could be used to achieve cross-band photon pair generation.A chip of shallow-ridge silicon waveguide samples with different ridge widths has been fabricated,through which cross-band photon pair generation is demonstrated experimentally.The experimental results show that the source can be achieved using dispersion-optimized shallow-ridge silicon waveguides.This cross-band quantum light source provides a way to develop new fiber-based quantum communication functions utilizing both C band and O band and extends applications of quantum networks. 展开更多
关键词 photon pair generation shallow ridge silicon waveguide spontaneous four wave mixing optical fiber networks adjusting ridge widthenabling cross band quantum light source broadband photon pair generation waveguide dispersion
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基于改进EnlightenGAN和YOLOv5s的夜间车辆目标检测
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作者 安浩铭 陈松 +1 位作者 李龙 温宇鑫 《自动化与仪表》 2026年第1期56-62,67,共8页
针对夜间存在低照度、辉光、噪点等异常光照场景,降低了图像质量,影响车辆目标检测精度。该研究结合基于Retinex的辉光消除方法和自适应滤波改进EnlightenGAN网络,增强夜间异常光照图像的质量,并将坐标注意力机制(CA)、加权双向特征金字... 针对夜间存在低照度、辉光、噪点等异常光照场景,降低了图像质量,影响车辆目标检测精度。该研究结合基于Retinex的辉光消除方法和自适应滤波改进EnlightenGAN网络,增强夜间异常光照图像的质量,并将坐标注意力机制(CA)、加权双向特征金字塔(BiFPN)和小目标检测头引入YOLOv5s,构建了YOLOv5s-CBH网络,实现夜间车辆目标的检测。通过构建夜间车辆数据集并进行对比试验,对所提出方法的有效性进行验证。结果表明,与现有算法相比,改进EnlightenGAN网络有效抑制了辉光并提高信噪比,获得了良好的视觉效果并协调整体纹理和细节。通过将增强后的图像输入YOLOv5s-CBH进行对比试验,结果表明YOLOv5s-CBH的精确度、召回率和m AP得到了提升,精确度和召回率略低于x网络,但mAP和网络大小得到了优化。研究结果表明,该文所提出的模型可以有效提高夜间异常光照下车辆的目标检测精度,为复杂环境下辅助驾驶系统的智能检测和预警提供了参考。 展开更多
关键词 夜间异常光照 EnlightenGAN YOLOv5s 图像增强 车辆目标检测
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基于RF-Light GBM的分组密码算法识别方案
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作者 董秀则 杨鸿刚 +1 位作者 胡一凡 于庚辰 《北京电子科技学院学报》 2025年第2期1-10,共10页
密码算法的识别在密码分析领域中具有重要意义。目前主流分组密码算法识别方案中密文特征提取普遍基于随机性检测标准。为解决短样本识别需求以及进一步提高识别准确率,本研究提出了一种基于RF-Light GBM的分组密码体制识别方案。首先通... 密码算法的识别在密码分析领域中具有重要意义。目前主流分组密码算法识别方案中密文特征提取普遍基于随机性检测标准。为解决短样本识别需求以及进一步提高识别准确率,本研究提出了一种基于RF-Light GBM的分组密码体制识别方案。首先通过GM/T 0005-2021随机性检测标准提取密文特征,其次利用随机森林算法对高维的数据进行重要性排序和筛选,然后利用特征向量训练Light GBM算法模型构建密码算法识别分类器进行识别。实现了短样本环境下高效识别未知密文的识别需求。在两两识别实验中,与现有研究相比本方案准确率整体提升约12%;多分类实验显示准确率均在73%以上,验证了本方案在分组密码算法识别中的有效性和优势,为未来在更复杂的加密模式下进行密码算法识别提供了参考。 展开更多
关键词 分组密码 机器学习 随机性检测 密码算法识别 light GBM
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UVC-LED芯片质量评价方法 被引量:1
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作者 杨明德 李炳乾 +3 位作者 梁胜华 温作杰 张荣荣 夏正浩 《半导体技术》 CAS 北大核心 2021年第5期402-406,411,共6页
受新冠疫情影响,可用于杀菌消毒的短波紫外发光二极管(UVC-LED)市场需求急剧增加,但是目前对UVC-LED的参数测量没有相应的国家标准,市场上芯片质量良莠不齐,严重制约了UVC-LED的应用。从外延生长质量和芯片制作工艺对UVC-LED宏观光电特... 受新冠疫情影响,可用于杀菌消毒的短波紫外发光二极管(UVC-LED)市场需求急剧增加,但是目前对UVC-LED的参数测量没有相应的国家标准,市场上芯片质量良莠不齐,严重制约了UVC-LED的应用。从外延生长质量和芯片制作工艺对UVC-LED宏观光电特性的影响出发,选择I-V特性曲线离散性、辐射强度和辐射通量电流饱和效应作为测量参数,提出了一套能够方便、快速地判断出芯片质量优劣的方法,并搭建了相应的测试系统,对不同厂家的UVC-LED进行了测量和性能评价。实验结果表明,该测试方法和系统能够用于快速评价UVC-LED芯片质量,为企业提供了一种高效、简便的UVC-LED芯片质量评价方法。 展开更多
关键词 短波紫外线(UVC) 发光二极管(LED) I-V特性 辐射通量 评价方法
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基于IWOA-LightGBM模型的矿用挖掘机发动机故障诊断研究 被引量:1
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作者 顾清华 白书宇 王丹 《矿业研究与开发》 北大核心 2025年第9期184-191,共8页
针对矿用挖掘机发动机故障类别不均衡,导致故障诊断精度不高的问题,提出了一种改进的鲸鱼算法(WOA)优化轻量级梯度提升机(LightGBM)的矿用挖掘机发动机智能故障诊断方法。首先,利用递归特征交叉验证消除法(RFECV)对采集的挖掘机发动机... 针对矿用挖掘机发动机故障类别不均衡,导致故障诊断精度不高的问题,提出了一种改进的鲸鱼算法(WOA)优化轻量级梯度提升机(LightGBM)的矿用挖掘机发动机智能故障诊断方法。首先,利用递归特征交叉验证消除法(RFECV)对采集的挖掘机发动机故障数据的特征进行提取,删除不相关的特征。其次,采用Focal-Loss改进LightGBM的损失函数,提出一种改进的WOA对LightGBM的超参数寻优,构建新的诊断模型。最后,利用某矿山挖掘机发动机故障数据进行验证,并与常见的集成模型、调优框架和诊断算法进行对比分析。结果表明:所提出的矿用挖掘机发动机故障诊断模型IWOA-LightGBM的准确率和F1分数分别为98.08%和98.53%,诊断性能较好,可为矿山机械设备的智能诊断提供参考。 展开更多
关键词 矿用挖掘机 发动机 故障诊断 递归特征交叉验证消除法 轻量级梯度提升机 鲸鱼算法
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UVC-LEDs辐照对芒果保鲜期的影响 被引量:2
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作者 魏文菲 宋玉琢 +2 位作者 刘文林 徐建 黄臻 《武汉轻工大学学报》 CAS 2024年第1期102-109,共8页
为了探究以UVC-LEDs为光源的紫外辐照技术在芒果贮运保鲜中的应用性能,设计了一款便携式食品杀菌保鲜装置。使用该装置对“台农一号”芒果进行紫外线杀菌,并比较不同剂量紫外辐照对芒果感官特征的影响。结果表明,UV-C处理可以推迟芒果... 为了探究以UVC-LEDs为光源的紫外辐照技术在芒果贮运保鲜中的应用性能,设计了一款便携式食品杀菌保鲜装置。使用该装置对“台农一号”芒果进行紫外线杀菌,并比较不同剂量紫外辐照对芒果感官特征的影响。结果表明,UV-C处理可以推迟芒果病斑出现的时间,其中,161 mJ/cm^(2)剂量的紫外线辐照可以将芒果保鲜期延长3~4 d。以UVC-LEDs为光源的便携式食品杀菌保鲜装置对芒果的保鲜效果较好,可为今后食品杀菌保鲜产品的应用开发提供依据。 展开更多
关键词 芒果 保鲜装置 uvc-leds 紫外线辐照
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一种基于EMD-LightGBM模型的地铁隧道盾构姿态预测方法
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作者 冷伍明 吴卓霖 +3 位作者 袁立刚 梁琳 刘涛墨 岳健 《哈尔滨工业大学学报》 北大核心 2025年第7期96-107,共12页
针对地铁隧道盾构姿态难以控制的问题,以长春某隧道工程为例,基于现场实测数据,构建了一个融合经验模态分解(empirical mode decomposition,EMD)和轻量级梯度提升机(light gradient boosting machine,LightGBM)的盾构姿态预测模型(EMD-L... 针对地铁隧道盾构姿态难以控制的问题,以长春某隧道工程为例,基于现场实测数据,构建了一个融合经验模态分解(empirical mode decomposition,EMD)和轻量级梯度提升机(light gradient boosting machine,LightGBM)的盾构姿态预测模型(EMD-LightGBM)。首先,通过特征重要性和相关性分析筛选原始数据集特征。然后,利用EMD技术将数据分解为多个平稳子序列,并组成新数据集。最后,通过该新数据集拟合训练EMD-LightGBM来实现盾构姿态的预测,并且比较了该模型与单纯的LightGBM及融合EMD的反向传播神经网络(backpropagation neural network,BPNN)的预测效果。通过预测精度和预测稳定性两种评价体系来验证EMD-LightGBM模型的优良性能。结果表明:与LightGBM和EMD-BPNN相比,EMD-LightGBM在盾构姿态偏差预测折线图中的表现最佳,其平均绝对误差(mean absolute error,E MA)和均方根误差(root mean square error,E RMS)最大分别为2.89 mm和4.13 mm,决定系数R 2最小值为0.95;同时,EMD-LightGBM的预测平均绝对误差E MA和均方误差(mean square error,E MS)的95%置信区间最大值分别为3.5 mm与25.6 mm 2,结合其预测值的绝对误差(absolute error,E A)和平方误差(square error,E S)的良好频数分布,都说明了EMD-LightGBM在预测盾构姿态时的高精度和稳定性。研究成果可为类似工程的盾构姿态控制提供一种理论方法。 展开更多
关键词 地铁隧道 盾构 姿态预测 经验模态分解 轻量级梯度提升机
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UVC-LED杀菌技术在空调上应用的设计因素分析 被引量:2
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作者 卢杰宏 温博 张旭 《家电科技》 2022年第S01期646-649,共4页
近年来,众多空调产品搭载了紫外线杀菌功能,旨在对室内空气和空调内部进行除菌、除病毒处理。但部分产品的除菌效果和生物安全性并不理想。通过对UVC-LED杀菌技术在空调上应用的设计因素进行分析,为UVC-LED技术的应用设计提供指导和参考... 近年来,众多空调产品搭载了紫外线杀菌功能,旨在对室内空气和空调内部进行除菌、除病毒处理。但部分产品的除菌效果和生物安全性并不理想。通过对UVC-LED杀菌技术在空调上应用的设计因素进行分析,为UVC-LED技术的应用设计提供指导和参考,以提高UVC-LED杀菌空调的除菌效果和生物安全性。 展开更多
关键词 uvc-led 空调 除菌 生物安全
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UVC-LED过流式饮用水消毒装置的理论分析及光学模拟 被引量:2
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作者 段颖颖 乜辉 +1 位作者 陈禄文 廖俊宇 《家电科技》 2022年第5期58-60,75,共4页
过流式饮用水消毒尤其是对大流量水处理时主要使用汞灯,使用UVC-LED作为杀菌光源的主要是小流量水处理的设备,随着UVC-LED灯珠技术上的不断突破,大流量水处理设备也在向UVC-LED靠近。介绍了一种UVC-LED过流式饮用水消毒装置理论模型,通... 过流式饮用水消毒尤其是对大流量水处理时主要使用汞灯,使用UVC-LED作为杀菌光源的主要是小流量水处理的设备,随着UVC-LED灯珠技术上的不断突破,大流量水处理设备也在向UVC-LED靠近。介绍了一种UVC-LED过流式饮用水消毒装置理论模型,通过模组杀菌腔的接续杀菌,可以实现大流量流动饮用水消毒。根据光学模拟结果分析,单个模组杀菌腔的理论处理流量可以达到6 L/min。 展开更多
关键词 uvc-led 过流式饮用水消毒 杀菌剂量 模组杀菌腔 光学模拟
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考虑天气因素的GRA-LightGBM多模式交通流量预测 被引量:1
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作者 王昕 王玥 袁柯楠 《北京信息科技大学学报(自然科学版)》 2025年第3期36-45,共10页
运用数据挖掘技术进行城市交通网络的多模式流量预测及影响因素分析,对于提高交通系统的效率和安全性,支持城市的可持续发展具有重要意义。提出一种基于轻量级梯度提升机(light gradient boosting machine, LightGBM)的多模式交通流量... 运用数据挖掘技术进行城市交通网络的多模式流量预测及影响因素分析,对于提高交通系统的效率和安全性,支持城市的可持续发展具有重要意义。提出一种基于轻量级梯度提升机(light gradient boosting machine, LightGBM)的多模式交通流量预测算法。根据历史流量数据及多种天气因素,使用灰色关联分析(grey relation analysis, GRA)和Shapley加性解释(Shapley additive explanation, SHAP)对不同交通模式下的天气特征进行筛选,完成城市交通网络中铁路、公交车等6种模式交通流量的鲁棒性预测。仿真试验结果显示,除民航外,GRA-LightGBM组合模型的预测精度在其余5种交通模式的流量预测中均优于极端梯度提升(extreme gradient boosting,XGBoost)模型、支持向量回归(support vector regression, SVR)模型和差分自回归移动平均(autoregressive integrated moving average, ARIMA)模型,表明GRA-LightGBM组合模型兼具时序感知和天气特征融合能力。 展开更多
关键词 多模式 数据平滑 灰色关联分析 轻量级梯度提升机 交通流量预测
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LightDiffu-DCE:基于光照强度扩散的低光照图像增强
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作者 闫光辉 吴佰靖 马龙 《光学精密工程》 北大核心 2025年第7期1114-1129,共16页
针对低光照图像中不同光源的光照强度分布不均,在图像增强时造成轮廓特征丢失及效果不自然的问题,提出一种基于光照强度扩散的低光照图像增强方法(Light Diffusion based Zero-DCE Image Enhancement Algorithm,LightDiffu-DCE)。为增... 针对低光照图像中不同光源的光照强度分布不均,在图像增强时造成轮廓特征丢失及效果不自然的问题,提出一种基于光照强度扩散的低光照图像增强方法(Light Diffusion based Zero-DCE Image Enhancement Algorithm,LightDiffu-DCE)。为增强模型的泛化能力,提出了基于光源光照强度建模的扩散模型,以生成不同光照强度的训练数据集。设计了边缘特征融合的深度曲线估计网络,能够提取更丰富的低光照图像的多尺度轮廓和细节特征,提升对光照强度估计的准确性。为恢复出光照更加自然的图像,融合大气光估计来计算不同图像区域的光照强度,实现了对光增强曲线和光增强系数的动态微调。在无参考数据集ExDark和有参考数据集LOL上,使用6种评价指标进行实验分析。实验结果表明,相较于基准方法,LightDiffu-DCE在ExDark上的无参考评价指标NIQE,PIQE和RISQ上分别提升了约8.35%,6.20%和21.83%,在LOL数据集上的有参考评价指标PSNR,SSIM和RMSE提升了约12.12%,4.76%和49.89%。该方法可以有效增强低光照图像,且恢复出的低光照图像轮廓更加清晰,色彩鲜明且效果更自然。 展开更多
关键词 计算机视觉 扩散模型 低光照增强 边缘特征 深度曲线估计网络
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UVC-LED配套塑料零件质量评价方法
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作者 张玉飞 《上海轻工业》 2024年第3期144-147,共4页
随着生活水平的提高及社会环境的影响,人们对生活品质及安全的关注度越来越来高。用于杀菌消毒的UVC-LED设备的发展也随着消费者的需求的增加而百花齐放。虽然UVC-LED的应用场景不断增多,但配合UVC-LED使用的塑料尚未形成对应的国家标准... 随着生活水平的提高及社会环境的影响,人们对生活品质及安全的关注度越来越来高。用于杀菌消毒的UVC-LED设备的发展也随着消费者的需求的增加而百花齐放。虽然UVC-LED的应用场景不断增多,但配合UVC-LED使用的塑料尚未形成对应的国家标准,市场上的材料良莠不齐,严重制约了UVC-LED的应用。文章研究的是配合UVC-LED使用的塑料材料在特定的UVC光源照射后的力学性能变化及外观腐蚀情况。以产品的塑料材料力学性能及表面腐蚀程度为依据,通过标准的UVC辐射照射,并搭建对应的测量系统,对不同塑料材料进行前后对比测试,从而评价材料的优劣,以获得性价比最佳的材料。试验结果表明,随着UVC灯光的照射,塑料材料的性能出现不同程度的下降。该测试方法和系统能够评价UVC-LED配件塑料材料的质量,为相关的UVC-LED配套零件选型提供可靠的依据。 展开更多
关键词 uvc-led 塑料材料 辐射通量 力学性能
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UVC-LED动态水处理杀菌装置流阻损失仿真数值的影响研究
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作者 慕永刚 《日用电器》 2023年第2期60-64,共5页
基于workbench平台,应用Fluent软件对净水机UVC杀菌装置内部流场进行数值仿真分析。以25℃液态水为流体介质,基于标准壁面函数法和旋流修正RNG k-ε湍流模型,分析装置不同进出水孔内径、分水孔内径和分水孔数量4个维度下内部流速、压力... 基于workbench平台,应用Fluent软件对净水机UVC杀菌装置内部流场进行数值仿真分析。以25℃液态水为流体介质,基于标准壁面函数法和旋流修正RNG k-ε湍流模型,分析装置不同进出水孔内径、分水孔内径和分水孔数量4个维度下内部流速、压力、迹线等变化特点和不同参数组合对流动特性的影响规律,为进一步优化产品结构及提高杀菌性能给出设计方向和理论参考依据。 展开更多
关键词 uvc-led 净水机 杀菌装置 水处理 杀菌率 Fluent WORKBENCH
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