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Local dimming原理及在车载中的应用
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作者 周琨 《时代汽车》 2024年第5期168-170,共3页
Local dimming(局部调光)是一种低成本提升车载显示器对比度和清晰度的技术。在目前OLED技术尚无法突破严苛的汽车环境要求的状况下,局部调光是一种首选的成本和性能兼顾的技术。在满足汽车环境要求的同时,大幅提升了显示器的清晰度,提... Local dimming(局部调光)是一种低成本提升车载显示器对比度和清晰度的技术。在目前OLED技术尚无法突破严苛的汽车环境要求的状况下,局部调光是一种首选的成本和性能兼顾的技术。在满足汽车环境要求的同时,大幅提升了显示器的清晰度,提高了显示内容的辨识度,同时成本的上升也在合理范围内。它能给客户带来更好的体验,使驾驶更为安全。本文对它的工作原理以及如何应用进行了阐述,给读者提供了一种思路和方法来提升车载显示器的对比度。 展开更多
关键词 Local dimming原理 Local dimming应用 车载显示器
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Local dimming高亮节能恒流控制算法的研究与应用
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作者 杨文祥 胡向峰 +2 位作者 盘桥富 周建华 熊品 《电子产品世界》 2023年第9期58-63,共6页
介绍了local dimming(区域调光)技术对LED背光亮度及整机功率的影响,通过实验数据分析了PWM(脉冲宽度调制)调光控制方式和DC(直流)调光控制方式引起的亮度变化、功率损耗、器件温升等问题,并结合实际案例给出了具体的改善对策。通过实... 介绍了local dimming(区域调光)技术对LED背光亮度及整机功率的影响,通过实验数据分析了PWM(脉冲宽度调制)调光控制方式和DC(直流)调光控制方式引起的亮度变化、功率损耗、器件温升等问题,并结合实际案例给出了具体的改善对策。通过实验及大批量的生产验证表明,提出的具有创新性的恒流动态幅值控制算法对LED背光亮度、整机能效、器件温升等都有极大改善,对local dimming恒流控制方案的设计具有重要的借鉴和参考意义。 展开更多
关键词 local dimming 动态幅值 控制算法 节能
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A Novel Sensing Imaging Equipment Under Extremely Dim Light for Blast Furnace Burden Surface:Starlight High-Temperature Industrial Endoscope
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作者 Zhipeng Chen Xinyi Wang +3 位作者 Weihua Gui Jilin Zhu Chunhua Yang Zhaohui Jiang 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第4期893-906,共14页
Blast furnace(BF)burden surface contains the most abundant,intuitive and credible smelting information and acquiring high-definition and high-brightness optical images of which is essential to realize precise material... Blast furnace(BF)burden surface contains the most abundant,intuitive and credible smelting information and acquiring high-definition and high-brightness optical images of which is essential to realize precise material charging control,optimize gas flow distribution and improve ironmaking efficiency.It has been challengeable to obtain high-quality optical burden surface images under high-temperature,high-dust,and extremelydim(less than 0.001 Lux)environment.Based on a novel endoscopic sensing detection idea,a reverse telephoto structure starlight imaging system with large field of view and large aperture is designed.Combined with a water-air dual cooling intelligent self-maintenance protection device and the imaging system,a starlight high-temperature industrial endoscope is developed to obtain clear optical burden surface images stably under the harsh environment.Based on an endoscope imaging area model,a material flow trajectory model and a gas-dust coupling distribution model,an optimal installation position and posture configuration method for the endoscope is proposed,which maximizes the effective imaging area and ensures large-area,safe and stable imaging of the device in a confined space.Industrial experiments and applications indicate that the proposed method obtains clear and reliable large-area optical burden surface images and reveals new BF conditions,providing key data support for green iron smelting. 展开更多
关键词 Blast furnace(BF) burden surface extremely dim light industrial endoscope sensing imaging STARLIGHT
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Dim-YOLOv5n昏暗场景目标检测算法
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作者 朱晓彤 张荣芬 +1 位作者 刘宇红 孙龙 《计算机工程与应用》 CSCD 北大核心 2024年第11期173-181,共9页
相比于正常光照场景,照明不良昏暗场景干扰因素较多,图像处理较为复杂,且现有的昏暗目标检测,存在参数量大,识别准确率低等不足。针对昏暗场景下目标检测算法中存在误检与漏检等问题,提出以YOLOv5n算法为基础进行改进的昏暗场景目标检... 相比于正常光照场景,照明不良昏暗场景干扰因素较多,图像处理较为复杂,且现有的昏暗目标检测,存在参数量大,识别准确率低等不足。针对昏暗场景下目标检测算法中存在误检与漏检等问题,提出以YOLOv5n算法为基础进行改进的昏暗场景目标检测算法Dim-YOLOv5n。利用嵌入全维动态卷积(omni-dimensional dynamic convolution,ODConv)的轻量化主干ODConv-MobileNetV2替换主干网络,在减少计算量的同时提高检测精度。基于RepGFPN(reparameterized generalized-FPN)方法设计更加轻量高效的LigGFPN(lightweight generalized-FPN)加强特征融合网络,以提高网络特征提取能力,并在此基础上,使用GhostConv(ghost convolution)替换传统卷积,以减少模型的参数量。实验结果表明,改进后算法与原算法相比,检测精度P和召回率R分别提高了5.3个百分点和5个百分点,平均精度均值mAP0.5:0.95和mAP0.5分别提升了8.2个百分点和4.6个百分点,改进的算法在保证模型较小的同时有效提高了检测准确率。 展开更多
关键词 昏暗图像 YOLOv5n 全维动态卷积(ODConv) MobileNetV2 RepGFPN GhostConv
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基于Dim env-YOLO算法的昏暗场景车辆多目标检测 被引量:5
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作者 郭克友 王苏东 +1 位作者 李雪 张沫 《计算机工程》 CAS CSCD 北大核心 2023年第3期312-320,共9页
低照度的夜间路况复杂,现有夜间车辆识别相关研究较少,且存在识别方法实时性不高、过多占用硬件资源等不足。针对夜间场景车辆识别干扰因素较多、检测效果不佳的问题,提出一种基于YOLOv4的Dim env-YOLO车辆目标检测算法。利用MobileNetV... 低照度的夜间路况复杂,现有夜间车辆识别相关研究较少,且存在识别方法实时性不高、过多占用硬件资源等不足。针对夜间场景车辆识别干扰因素较多、检测效果不佳的问题,提出一种基于YOLOv4的Dim env-YOLO车辆目标检测算法。利用MobileNetV3网络替换原始YOLOv4中的主干网络,以减少模型参数量。在改进的YOLOv4模型上使用图像暗光增强方法,提高车辆目标在昏暗环境中的可识别性。在此基础上,引入注意力机制加强特征信息选择,同时利用深度可分离卷积降低网络计算量。选取北京部分道路的夜间场景图片自制数据集并进行实验验证,结果表明,在存在高斯噪声、模糊扰动、雨雾夜晚等情况下,Dim env-YOLO算法的测试结果较稳定,对于照度低于30 lx的昏暗条件下的车流,其检测mAP值达到90.49%,对于最常见的轿车类别,mAP值达到96%以上,优于Faster-RCNN、YOLOv3、YOLOv4等网络模型在昏暗光照条件下的检测效果。 展开更多
关键词 昏暗场景 车辆检测 深度可分离卷积 dim env-YOLO算法 MobileNetV3网络
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Local dimming效果与分区数的关系研究 被引量:1
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作者 谢仁礼 夏大学 +1 位作者 陈林 陈奕鑫 《电视技术》 2021年第6期29-34,共6页
Local dimming(区域背光调控)是改善被动发光的液晶显示器性能的重要技术。采用一套自主开发的仿真算法,在充分验证其准确性后,对液晶显示器的对比度和光晕指数随分区数的变化关系进行了计算仿真与分析,最终形成背光分区数设计指引。分... Local dimming(区域背光调控)是改善被动发光的液晶显示器性能的重要技术。采用一套自主开发的仿真算法,在充分验证其准确性后,对液晶显示器的对比度和光晕指数随分区数的变化关系进行了计算仿真与分析,最终形成背光分区数设计指引。分析结果表明:对比度随分区数的增加而增加,RTINGS棋盘格图片最大价值点(导数为1的点)为300分区,要达到足够接近最大对比度,则需要1600分区左右;背光行列分区数为8的倍数时有更好的对比度体现;光晕指数与对比度随分区数变化的趋势相似,RTINGS十字架图片最大价值点(导数为1)为500分区。 展开更多
关键词 Local dimming效果 Local dimming分区数 RTINGS测评 背光分区设计指引
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基于ECT-Dim的前沿技术识别方法——以养老环境辅助生活技术为例 被引量:1
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作者 刘春文 黄鲁成 +2 位作者 苗红 关永娟 赵蓉 《情报杂志》 北大核心 2023年第8期77-82,76,共7页
[研究目的]前沿技术是技术创新的制高点,引导着研发的方向,对前沿技术进行及时地识别有助于尽早把握技术发展方向并做出布局。[研究方法]该文构建了基于ECT-Dim的前沿技术识别模型,提出技术新兴性、确定性与探索性测度方式,建立前沿技... [研究目的]前沿技术是技术创新的制高点,引导着研发的方向,对前沿技术进行及时地识别有助于尽早把握技术发展方向并做出布局。[研究方法]该文构建了基于ECT-Dim的前沿技术识别模型,提出技术新兴性、确定性与探索性测度方式,建立前沿技术筛选机制,以养老环境辅助生活技术为例进行实证研究。[研究结论]研究发现,提出的ECT-Dim模型,在前沿技术识别上更具有优势;养老环境辅助生活前沿技术集中于物理化工材料、电子器件、老年人建筑设计、助行器驱动与控制等领域。 展开更多
关键词 养老科技 环境辅助生活技术 前沿技术 技术交叉 技术识别 ECT-dim模型
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DC-Modulated PFC Buck-Type AC/AC Converter for Light Dimming 被引量:3
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作者 罗方林 叶虹 《电工电能新技术》 CSCD 北大核心 2007年第2期6-10,38,共6页
Dimmers are very widely applied in theatres,cinemas,dancing-parties, auditoriums and signal systems.They are usually supplied by single-stage AC/AC converters in the past with voltage regulation technique with the dis... Dimmers are very widely applied in theatres,cinemas,dancing-parties, auditoriums and signal systems.They are usually supplied by single-stage AC/AC converters in the past with voltage regulation technique with the disadvantages of high total harmonic distortion,low power factor and poor power transfer efficiency.This paper introduces a novel method-DC-modulation that implements DC/DC conversion technology into AC/AC converters.The DC-modulated single-stage PFC AC/AC converters effectively improved the power factor up to 0.999 and the power transfer efficiency up to 97.8 %.The experimental results verified our design and calculation.This technique will be widely used in light dimming and other industrial applications. 展开更多
关键词 直流电 交流电 节电措施 灯光亮度
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The Implications of Fluorescent Lamp Electronic Ballast Dimming —An Experimental Study
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作者 Sheryl G. Colaco Ciji P. Kurian +1 位作者 V. I. George Anitha M. Colaco 《Energy and Power Engineering》 2010年第1期53-64,共12页
In recent years, fluorescent lamp dimming controls are an integral part of daylight artificial light integrated schemes intended for realization of energy savings. However, dimming, like any lighting option, presents ... In recent years, fluorescent lamp dimming controls are an integral part of daylight artificial light integrated schemes intended for realization of energy savings. However, dimming, like any lighting option, presents its own particular challenges and potential tradeoffs. In view of this, the present manuscript depicts the preliminary work progress carried out to arrive at a comprehensive idea on dimming implications on key factors: electrical characteristics, photometric distributions of lighting systems and influence on quality as well as quantity of visual environment. The objective is to experimentally establish the acceptable range of dimming control voltage that would satisfy both electrical and photometric performance of luminaire. The vital part of the paper is devoted towards presentation of measurement results. For the experimental analysis, three representative samples of different commercial analog 1-10VDC electronic dimmable ballasts and fluorescent fixtures are compared and evaluated over their control voltage dimming range. 展开更多
关键词 dimming POWER factor POWER quality CHROMATICITY light INTENSITY ILLUMINANCE
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Design of a Novel Multi-Mode LED Dimming and Color Control System
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作者 Yiwang Wang Liu Shen +2 位作者 Xiaoxiao Li Bo Zhang Zhenjing Lu 《World Journal of Engineering and Technology》 2015年第4期211-217,共7页
Aiming at the needs of different lighting applications, combined with the characteristics of LED dimming and color control, and using MSP430 digital control technology, a novel LED intelligent dimming and color contro... Aiming at the needs of different lighting applications, combined with the characteristics of LED dimming and color control, and using MSP430 digital control technology, a novel LED intelligent dimming and color control system was designed. The system integrated Bluetooth remote, human infrared sensor, voice/gesture control and other control modes, which could achieve LED multi-mode dimming and color intelligent control. System hardware and software were designed to develop a prototype to experimental verification. The designed method proposes new ideas and information for LED control. 展开更多
关键词 LED MULTI-MODE dimming and COLOR INTELLIGENT CONTROL
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A Review of Some Experimental Spray Methods for Marine Cloud Brightening
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作者 Gary Cooper David Johnston +5 位作者 Jack Foster Lee Galbraith Armand Neukermans Robert Ormond John Rush Qin Wang 《International Journal of Geosciences》 2013年第1期78-97,共20页
Marine Cloud Brightening (MCB), should it ever need to be deployed, envisions the formation of 1017salt Cloud Condensation Nuclei (CCN) per second coming from each of several thousand vessels deployed worldwide. The c... Marine Cloud Brightening (MCB), should it ever need to be deployed, envisions the formation of 1017salt Cloud Condensation Nuclei (CCN) per second coming from each of several thousand vessels deployed worldwide. The creation of this many nuclei on such a vast scale, from micron- or submicron-sized seawater droplets, preferably mono-disperse, poses a considerable engineering challenge. Various existing or experimental spray methods were investigated for feasibility, resulting in the identification of a few with promising results. Electro-spraying from Taylor cone-jets, using either silicon micromachined long capillaries or short capillary polymer substrates attached to a porous substrate, appears to have the best potential for implementation of all the methods that have been investigated so far. 展开更多
关键词 MARINE CLOUD brightening (MCB) CLOUD CONDENSATION Nuclei (CCN) TAYLOR Cone-Jet
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一种基于STM32的Local Dimming检测工装 被引量:1
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作者 戴宇明 谢成 罗和福 《电子制作》 2019年第17期50-51,共2页
本文针对目前Local Dimming没有专门的检验提出了一种基于STM32的Local Dimming检测工装。此工装兼容多种Local Dimming背光模组控制方案,使用STM32F103RBT6芯片配合简单的外部电路和8421型按键开关实现了Local Dimming背光模组的检测,... 本文针对目前Local Dimming没有专门的检验提出了一种基于STM32的Local Dimming检测工装。此工装兼容多种Local Dimming背光模组控制方案,使用STM32F103RBT6芯片配合简单的外部电路和8421型按键开关实现了Local Dimming背光模组的检测,具有结构简单、性能稳定、成本低廉等特点。 展开更多
关键词 STM32 LOCAL dimming
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Continuing Results for Effervescent Aerosol Salt Water Spray Nozzles Intended for Marine Cloud Brightening
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作者 Jack Foster Gary Cooper +3 位作者 Lee Galbrath Sudhanshu Jain Robert Ormond Armand Neukermans 《International Journal of Geosciences》 2020年第9期563-589,共27页
Marine Cloud Brightening (MCB) by effervescent spray atomization of mixed sea water brine with air is a candidate for solar radiation management to compensate for global warming. We discovered that the flow from mixin... Marine Cloud Brightening (MCB) by effervescent spray atomization of mixed sea water brine with air is a candidate for solar radiation management to compensate for global warming. We discovered that the flow from mixing tee nozzle described earlier had occasional unstable slug flow. A new design that adding rotational swirl to the salt brine as it is mixed into the air stabilized the nozzle flow and no longer showed slug flow in spray pictures. Flow equations were developed for the relatively low speed of sound of a choked flow mixed brine and air nozzle. Experimental mixed flow measurements with 300b pressure and a 200 μm diameter nozzle and calculations using perfect gas, and isotropic processes equations compared well with the chocked flow equations. Analysis in EXCEL of particle sizers measurements from both a scanning mobility particle sizer (SMPS) and an aerodynamic particle sizer (APS) showed production of many nanometer sized particles estimated as usable for MCB. A small number of micron sized particles were also always present but with about 90% of the sprayed mass. This is a first report with good data over the complete size range. The micron sized particles measured were similar to the measurements of earlier reports which reported no nanometer sized particles. We hypothesize that many nano-particles are always produced by liquid-air effervescent sprays, but earlier, were not observed because SMPS instruments were not available. The presence of the large mass percentage of large particles in the spray may cause problems by evaporative cooling preventing the rise of the MCB particles. We suggest future systems design with an impactor filter to remove the large particles. Calculations combining increased brine concentration, lower pressure, and larger nozzle area showed that significant reductions in required power and number of nozzles could be realized. An EXCEL model is developed to calculate flow from experimental analysis equations and compare with mixed choked flow equations. Solving with the model predicted the power required and the number of nozzles required to produce 10<sup>15</sup> particles/s. The model showed that increasing brine concentration strongly lowered total power. Lowering pressure decreased power and increased number of nozzles. Increasing nozzle area lowered the number of nozzles. This model predicted that, at 300b pressure and 200μm diameter nozzle as the experiment but using an increased brine concentration of 0.1 instead of 0.032 would require only 115 nozzles instead of 358 and power of 146 kw instead of 493 kw. Combining increased brine concentration, lower pressure, and larger nozzle area, the model predicted that with a 1 mm diameter nozzle at 30b pressure and salt concentration of 0.2, the nozzle count and power required would drop to only 24 nozzles and power of 28 kw. Whether extending the model to these conditions is valid is not known but suggests further development should be investigated. Filtering out and reusing the 90% or greater large particles mass sprayed combined with the lower power advantage of higher brine concentration is suggested for future systems. 展开更多
关键词 Marine Cloud brightening Global Warming Effervescent Spray Nozzles Salt Nano-Particles
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A Late 20th Century European Climate Shift: Fingerprint of Regional Brightening?
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作者 A. T. J. de Laat M. Crok 《Atmospheric and Climate Sciences》 2013年第3期291-300,共10页
We investigate the spatial extent of a statistically highly significant shift in atmospheric temperatures over Europe around 1987-1988 using a boot-strap change point algorithm. According to this algorithm, this chang... We investigate the spatial extent of a statistically highly significant shift in atmospheric temperatures over Europe around 1987-1988 using a boot-strap change point algorithm. According to this algorithm, this change point (average warming of about one degree Celsius) is statistically highly significant (p > 99.9999%). The change point is consistently present in satellite and surface temperature measurements as well as temperature re-analyses and ocean heat content over most of Western Europe. We also find a connection with parts of the North Atlantic Ocean and eastern Asia. Although the time of change coincides with the North Atlantic Oscillation (NAO) going from negative to positive, the consistent warmer temperatures throughout the decades after 1987-1988 does not coincide with a persistent shift of the NAO, as it returns to a neutral/negative in the 1990’s. Furthermore, the shift does not coincide with any other known mode of multidecadal internal climate variability. We argue that the notion of a shift is “spurious”, i.e. the result of a fast change in Europe from dimming to brightening combined with an accidental sequence of cold (negative NAO) and warm (positive) NAO years during this period. The “shift” could therefore be considered as a fingerprint of European brightening during the last few decades. 展开更多
关键词 Temperature Climate SHIFT brightening
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Integrated Off-Line Ballast for High Brightness LEDs with Dimming Capability
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作者 Jorge Garcia Antonio J. Calleja +3 位作者 Emilio L. Corominas David Gacio Lidia Campa Ramón E. Díaz 《Circuits and Systems》 2011年第4期338-351,共14页
This paper presents an off-line integrated full ballast to supply a 35W assembly of Power LEDs. The proposed solution integrates an input PFC stage (a flyback converter operating in DCM) and a DC-DC output converter (... This paper presents an off-line integrated full ballast to supply a 35W assembly of Power LEDs. The proposed solution integrates an input PFC stage (a flyback converter operating in DCM) and a DC-DC output converter (a buck converter) into a single switch power stage, operating with peak current control. As it will be shown, this control scheme maintains the current through the load constant, regardless of the instantaneous value of the DC link voltage. This issue allows the use of a small capacitor for the DC link, which enhances the overall system reliability. The complete ballast has full dimming capability, and all the analysis and design steps are presented, thus ensuring the fulfilling of the existing regulations. The novelty of the final solution comes from the simplicity and robustness of the control scheme in an integrated compact single-switch power stage. A final prototype of the ballast has been built and tested, and experimental results are shown in the last part of the paper. Finally, conclusions and future developments are shown. 展开更多
关键词 High BRIGHTNESS LEDS Light dimming Electrolytic Capacitor AVOIDANCE Integration of Stages
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Efficacy of Tri-active Brightening and Anti-aging Complex in Treatment of Facial Skin Hyperpigmentation
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作者 Malwina Zasada Renata Debowska +2 位作者 Monika Pasikowska Beata Ostrowska Elzbieta Budzisz 《Journal of Pharmacy and Pharmacology》 2016年第10期564-573,共10页
关键词 色素沉着 面部皮肤 治疗效果 增白剂 活性 抗衰老 投影系统 内分泌失调
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Numerical Simulation for the 16 August 1999 EUV Brightenings
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作者 SHA Xiaoming FAN Quanlin 《空间科学学报》 CAS CSCD 北大核心 2008年第6期507-512,共6页
The 16 August 1999 EUV brightenings are numerically simulated by a third-order upwind compact scheme,basing on the TRACE observation.The present simulation can give a possible explanation to its formation and evolutio... The 16 August 1999 EUV brightenings are numerically simulated by a third-order upwind compact scheme,basing on the TRACE observation.The present simulation can give a possible explanation to its formation and evolution.The numerical results show that the initial reconnection jets at around X-point are responsible for the occurrence of EUV brightening.The strong and superposed ejections caused by the first and second coalescence of magnetic islands are possibly related to the lifted material which initially appeared as absorption features and Later EUV-emitting structures respectively.The bi-directional reconnection jets may correspond to the lifted material that either continued to move upward along the apparently open field lines or fell down to the surface. 展开更多
关键词 数字模拟技术 轨迹 吸收能力 空间科学
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Effect of Optical Brightening Agent(OBA)on Bleaching Process on Paper of Eucalyptus Kraft Pulp
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作者 Bianca Moreira Barbosa Fernando Gomes +2 位作者 Jorge Colodette Danila Carvalho Mauro Manfredi 《Natural Resources》 2013年第5期378-382,共5页
In integrated factories of pulp and paper, the bleaching control is made by kappa number and/or brightness. However, the product paper is evaluated and valued for its whiteness. The level of final brightness of pulp c... In integrated factories of pulp and paper, the bleaching control is made by kappa number and/or brightness. However, the product paper is evaluated and valued for its whiteness. The level of final brightness of pulp certainly affects the demand for optical brighteners in paper manufacturing, nevertheless, there is not a direct correlation between consumption of optical brightener and final brightness, being the method of bleaching pulp, especially from the final stage of bleaching, also important in relation to this demand. Therefore, this study aimed to evaluate the potential of using the parameter whiteness as a tool to control bleaching pulp, instead of the traditional brightness and evaluate the impacts of different methods of bleaching and the pulp final brightness level in action of optical brighteners, to improve their performance. It was observed that the whiteness and brightness of the pulp are highly correlated and that the control of the bleaching plant can be done by any one of these two parameters. It was also concluded that, considering current prices of bleaching reagents and of optical brighteners, it is better to bleach the pulp up to lower brightness values (e.g. 88% ISO) and use larger amounts of optical brighteners to brighten the mass until the whiteness of 130 CIE. This conclusion is valid for whiteness measured before the size press. Further studies are needed to validate this conclusion considering the finished product. 展开更多
关键词 EUCALYPTUS BLEACHING Kraft Pulping Optical brightening Agent(OBA)
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Design and Implementation of High Power Factor LED Driver with Hot Swap, Smart Output Voltage Regulation and Dimming Control
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作者 Yu-En Wu Kuo-Chan Huang 《Journal of Energy and Power Engineering》 2013年第12期2354-2362,共9页
关键词 LED驱动器 高功率因数 热插拔功能 输出电压 调光控制 电压调节 智能 功率因数校正器
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基于GLMB滤波的复杂场景下红外弱小目标自适应跟踪算法
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作者 蔡如华 周健斌 +1 位作者 吴孙勇 郑翔飞 《红外技术》 CSCD 北大核心 2024年第7期743-753,共11页
针对红外弱小目标在复杂场景下受到漏检和杂波影响,导致跟踪不连续甚至失效的问题,本文提出一种红外弱小目标自适应跟踪算法。在预处理阶段,为了减少不必要的计算,首先定义一种衡量图像复杂度的算法。然后该算法通过计算红外图像多个特... 针对红外弱小目标在复杂场景下受到漏检和杂波影响,导致跟踪不连续甚至失效的问题,本文提出一种红外弱小目标自适应跟踪算法。在预处理阶段,为了减少不必要的计算,首先定义一种衡量图像复杂度的算法。然后该算法通过计算红外图像多个特征得到场景复杂度来确认场景类型,再根据场景类型选取对应的检测算法提取目标候选位置、灰度以及局部直方图等特征建立对应的量测模型与似然函数。在目标跟踪阶段,为了自适应地匹配广义标签多伯努利(Generalized Labeled Multi-Bernoulli,GLMB)滤波器的滤波参数,在GLMB的基础上提出一种适应视频图像的新生算法进行航迹起始;针对红外图像序列目标检测概率未知的情况,将未知检测概率的基数化概率假设密度(Cardinality Probability Hypothesis Density,CPHD)滤波器集成到GLMB中实时估计目标检测概率以提升跟踪精度。仿真结果表明,所提出算法能有效地排除量测漏检和虚警的干扰,跟踪不同红外复杂场景下的弱小目标。 展开更多
关键词 红外弱小目标 广义标签多伯努利滤波 自适应跟踪 复杂场景
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