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A light-powered molecular pump achieving transmembrane concentration gradient
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作者 Man Wu Chuandong Jia 《Chinese Journal of Structural Chemistry》 2025年第4期12-13,共2页
According to the second law of thermodynamics,spontaneous chemical processes will ultimately reach the equilibrium state with the lowest energy.However,in biological systems,there are numerous highenergy states far fr... According to the second law of thermodynamics,spontaneous chemical processes will ultimately reach the equilibrium state with the lowest energy.However,in biological systems,there are numerous highenergy states far from equilibrium.One typical example is the transmembrane ion-concentration gradient,which plays crucial roles in maintaining homeostasis,regulating cell volume,and enabling cell signaling.Transmembrane ion-concentration gradient is achieved by an active transport process that requires the input of energy and the action of pump proteins.Replicating this process with synthetic supramolecular systems is particularly challenging,requiring both the input of energy and very specific,spatiotemporal control over ion uptake and release.In nature,pump proteins,such as protein-based ion channels,have evolved highly intricate architectures to perform this function.In contrast,Aprahamian and coworkers recently developed a much simpler smallmolecule system that functions as a molecular ion pump,utilizing light energy to pump chloride ions across a hydrophobic barrier against the concentration gradient[1]. 展开更多
关键词 active transport process light powered molecular pump high energy states transmembrane concentration gradient ion concentration gradient maintaining homeostasisregulating equilibrium state chemical processes
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Forming technology of boiling structure on evaporation surface of phase-change heat sink for high-power light emitting diode 被引量:2
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作者 向建化 叶邦彦 +2 位作者 汤勇 周伟 胡志华 《Journal of Central South University》 SCIE EI CAS 2010年第3期544-548,共5页
Boiling structures on evaporation surface of red copper sheet with a diameter (D) of 10 mm and a wall thickness (h) of 1 mm were processed by the ploughing-extrusion (P-E) processing method, which is one part of... Boiling structures on evaporation surface of red copper sheet with a diameter (D) of 10 mm and a wall thickness (h) of 1 mm were processed by the ploughing-extrusion (P-E) processing method, which is one part of the phase-change heat sink for high power (HP) light emitting diode (LED). The experimental results show that two different structures of rectangular- and triangular-shaped micro-grooves are formed in P-E process. When P-E depth (ap), interval of helical grooves (dp) and rotation speed (n) are 0.12 ram, 0.2 mm and 100 r/min, respectively, the boiling structures of triangular-shaped grooves with the fin height of 0.15 mm that has good evaporation performance are obtained. The shapes of the boiling structures are restricted by dp and ap, and dp is determined by n and amount of feed (f). The ploughing speed has an important influence on the formation of groove structure in P-E process. 展开更多
关键词 phase-change heat sink boiling structure high power light emitting diode ploughing-extrusion
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Smart Street Lighting Control and Monitoring System for Electrical Power Saving by Using VANET
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作者 Samir A. Elsagheer Mohamed 《International Journal of Communications, Network and System Sciences》 2013年第8期351-360,共10页
The huge amount of electrical power of many countries is consumed in lighting the streets. However, vehicles pass with very low rate in specific periods of time and parts of the streets are not occupied by vehicles ov... The huge amount of electrical power of many countries is consumed in lighting the streets. However, vehicles pass with very low rate in specific periods of time and parts of the streets are not occupied by vehicles over time. In this paper, we propose a system that automatically switches off the light for the parts of the streets having no vehicles and turns on the light for these parts once there are some vehicles that are going to come. Logically, this system may save a large amount of the electrical power. In addition, it may increase the lifetime of the lamps and reduce the pollutions. This system automatically controls and monitors the light of the streets. It can light only the parts that have vehicles and help on the maintenance of the lighting equipments. Vehicular Ad-Hoc Networks (VANET) make it possible to propose such system. VANET enables the possibility to know the presence of vehicles, their locations, their directions and their speeds in real time. These quantities are what are needed to develop this system. An advantage of using VANET is that there is no need to use specific network and equipments to design the system, but VANET infrastructure will be used. This decreases the cost and speed up the deployment of such system. This paper focuses on the proposal of different possible architectures of this system. Results show that the saved energy may reach up to 65% and an increase of the lifetime of the lamps of 53%. 展开更多
关键词 Vehicular AD-HOC Networks STREET lightING SYSTEM power SAVING SYSTEM Control Monitoring
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High power and high reliability GaN/InGaN flip-chip light-emitting diodes
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作者 张剑铭 邹德恕 +4 位作者 徐晨 朱颜旭 梁庭 达小丽 沈光地 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第4期1135-1139,共5页
High-power and high-reliability GaN/InGaN flip-chip light-emitting diodes (FCLEDs) have been demonstrated by employing a flip-chip design, and its fabrication process is developed. FCLED is composed of a LED die and... High-power and high-reliability GaN/InGaN flip-chip light-emitting diodes (FCLEDs) have been demonstrated by employing a flip-chip design, and its fabrication process is developed. FCLED is composed of a LED die and a submount which is integrated with circuits to protect the LED from electrostatic discharge (ESD) damage. The LED die is flip-chip soldered to the submount, and light is extracted through the transparent sapphire substrate instead of an absorbing Ni/Au contact layer as in conventional GaN/InGaN LED epitaxial designs. The optical and electrical characteristics of the FCLED are presented. According to ESD IEC61000-4-2 standard (human body model), the FCLEDs tolerated at least 10 kV ESD shock have ten times more capacity than conventional GaN/InGaN LEDs. It is shown that the light output from the FCLEDs at forward current 350mA with a forward voltage of 3.3 V is 144.68 mW, and 236.59 mW at 1.0A of forward current. With employing an optimized contact scheme the FCLEDs can easily operate up to 1.0A without significant power degradation or failure. The li.fe test of FCLEDs is performed at forward current of 200 mA at room temperature. The degradation of the light output power is no more than 9% after 1010.75 h of life test, indicating the excellent reliability. FCLEDs can be used in practice where high power and high reliability are necessary, and allow designs with a reduced number of LEDs. 展开更多
关键词 GAN light emitting diode FLIP-CHIP high power
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Perovskite-Inspired Lead-Free Ag2BiI5 for Self-Powered NIR-Blind Visible Light Photodetection 被引量:2
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作者 Vincenzo Pecunia Yue Yuan +5 位作者 Jing Zhao Kai Xia Yan Wang Steffen Duhm Luis Portilla Fengzhu Li 《Nano-Micro Letters》 SCIE EI CAS CSCD 2020年第2期199-210,共12页
In recent years,solution-processible semiconductors with perovskite or perovskite-inspired structures have been extensively investigated for optoelectronic applications.In particular,silver-bismuth-halides have been i... In recent years,solution-processible semiconductors with perovskite or perovskite-inspired structures have been extensively investigated for optoelectronic applications.In particular,silver-bismuth-halides have been identified as especially promising because of their bulk properties and lack of heavily toxic elements.This study investigates the potential of Ag2BiI5 for near-infrared(NIR)-blind visible light photodetection,which is critical to emerging applications(e.g.,wearable optoelectronics and the Internet of Things).Self-powered photodetectors were realized and provided a near-constant≈100 mA W−1 responsivity through the visible,a NIR rejection ratio of>250,a long-wavelength responsivity onset matching standard colorimetric functions,and a linear photoresponse of>5 orders of magnitude.The optoelectronic characterization of Ag2BiI5 photodetectors additionally revealed consistency with one-center models and the role of the carrier collection distance in self-powered mode.This study provides a positive outlook of Ag2BiI5 toward emerging applications on low-cost and low-power NIR-blind visible light photodetector. 展开更多
关键词 Perovskite-inspired semiconductor Silver bismuth iodide Self-powered photodetector NIR-blind photodetector Visible light photodetector
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Fabrication and testing of phase change heat sink for high power LED 被引量:1
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作者 向建化 张春良 +2 位作者 江帆 刘晓初 汤勇 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2011年第9期2066-2071,共6页
A novel phase change heat sink was fabricated for packaging cooling of high power light emitting diode (LED). 3D structures as enhanced boiling structure in the evaporation surface were composed of a spiral micro-gr... A novel phase change heat sink was fabricated for packaging cooling of high power light emitting diode (LED). 3D structures as enhanced boiling structure in the evaporation surface were composed of a spiral micro-groove along circumferential direction and radial micro-grooves which were processed by ploughing-extrusion (P-E) and stamping, respectively. Meanwhile, the cycle power of refrigerant was supplied by wick of sintered copper powder on internal surface of phase change heat sink. Operational characteristics were tested under different heat loads and refrigerants. The experimental results show that phase change heat sink is provided with a good heat transfer capability and the temperature of phase change heat sink reaches 86.8 ℃ under input power of 10 W LED at ambient temperature of 20 ℃. 展开更多
关键词 high power light emitting diode phase change heat sink enhanced boiling WICK heat transfer performance
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Internal quantum efficiency drop induced by the heat generation inside of light emitting diodes (LEDs) 被引量:3
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作者 陈依新 沈光地 +2 位作者 郭伟玲 徐晨 李建军 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第1期562-565,共4页
The reasons for low output power of AlGalnP Light Emitting Diodes (LEDs) have been analysed. LEDs with AlGaInP material have high internal but low external quantum efficiency and much heat generated inside especiall... The reasons for low output power of AlGalnP Light Emitting Diodes (LEDs) have been analysed. LEDs with AlGaInP material have high internal but low external quantum efficiency and much heat generated inside especially at a large injected current which would reduce both the internal and external quantum efficiencies. Two kinds of LEDs with the same active region but different window layers have been fabricated. The new window layer composed of textured 0.5 μm GaP and thin Indium-Tin-Oxide film has shown that low external quantum efficiency (EQE) has serious impaction on the internal quantum efficiency (IQE), because the carrier distribution will change with the body temperature increasing due to the heat inside, and the test results have shown the evidence of LEDs with lower output power and bigger wavelength red shift. 展开更多
关键词 AlGaInP light emitting diodes internal quantum efficiency HEAT light power
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基于虚拟磁链直接功率控制的HVDCLight 被引量:1
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作者 张延迟 解蕾 +3 位作者 解大 艾芊 王志新 张延迟 《电气自动化》 北大核心 2008年第5期22-25,28,共5页
随着电力电子技术和新能源发电的快速发展,出现了基于 VSC(Vohage Sourced Converters)技术的轻型直流输电系统(HVDCLight)。文中阐述了基于 VSC 的柔性直流输电系统的结构和工作原理,利用基于虚拟磁链直接功率控制的方法对 HVDC Light... 随着电力电子技术和新能源发电的快速发展,出现了基于 VSC(Vohage Sourced Converters)技术的轻型直流输电系统(HVDCLight)。文中阐述了基于 VSC 的柔性直流输电系统的结构和工作原理,利用基于虚拟磁链直接功率控制的方法对 HVDC Light系统进行了仿真,实现了双侧换流器的独立控制,仿真结果证实了基于此算法的 HVDC Light 系统可以正常稳定地运行,对有功功率和无功功率实现了协调控制,并且可以满足系统不同的无功需求。 展开更多
关键词 轻型直流输电 虚拟磁链 直接功率控制 仿真
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基于DIgSILENT/PowerFactory的轻型直流输电系统建模和仿真 被引量:1
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作者 梁克靖 郭家虎 李鹏鹏 《工矿自动化》 北大核心 2013年第6期85-90,共6页
介绍了轻型直流输电系统的结构特点,建立了基于电力系统仿真软件DIgSILENT/PowerFactory的轻型直流输电系统模型,分析了基于同步d-q旋转坐标系下的电压源换流器的稳态数学模型和直流电压、有功功率和无功功率的控制策略,对系统在直流电... 介绍了轻型直流输电系统的结构特点,建立了基于电力系统仿真软件DIgSILENT/PowerFactory的轻型直流输电系统模型,分析了基于同步d-q旋转坐标系下的电压源换流器的稳态数学模型和直流电压、有功功率和无功功率的控制策略,对系统在直流电压、有功功率及无功功率变化条件下的动态性能进行了仿真。仿真结果表明,该系统具有很好的动态响应能力和鲁棒性,可以稳定工作于2个电网之间,独立控制无功功率达到静态无功补偿的作用。 展开更多
关键词 轻型直流输电 电压源换流器 控制策略 无功功率 静态无功补偿 DIGSILENT powerFactory
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液化天然气接收站电气防火设计
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作者 陈琛 《化工管理》 2026年第1期129-133,共5页
文章以国标规范为依据给出了液化天然气接收站电气防火设计要点,结合实际工程给出一套完整的消防用电负荷计算、负荷分级及消防设备供电方案,分析消防应急照明、消防电源监控和电气火灾监控,三个系统结构及设置原则,最后从防雷角度预防... 文章以国标规范为依据给出了液化天然气接收站电气防火设计要点,结合实际工程给出一套完整的消防用电负荷计算、负荷分级及消防设备供电方案,分析消防应急照明、消防电源监控和电气火灾监控,三个系统结构及设置原则,最后从防雷角度预防火灾,根据各装置特点设置不同防雷设施。文章从多角度给出了液化天然气接收站电气防火措施,为石油天然气厂区电气防火提供参考。 展开更多
关键词 电气防火 消防用电设备 消防应急照明 消防电源监控 电气火灾监控 防雷
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Peak Power Effect on Skin Rejuvenation Using IPL: Lumecca IPL Evaluation 被引量:1
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作者 E. V. Ross Michael Kreindel 《Advances in Aging Research》 2016年第3期78-82,共5页
A high peak power IPL system (Lumecca) was tested to determine the correlation between a high peak power and the successful treatment of pigmented and vascular lesions. Short pulse duration in the millisecond range an... A high peak power IPL system (Lumecca) was tested to determine the correlation between a high peak power and the successful treatment of pigmented and vascular lesions. Short pulse duration in the millisecond range and high peak power of 3.3 kW/cm<sup>2</sup> enabled selective and effective destruction, not only of pigment, but also of vessels in a comparable manner to a pulsed dye laser. Only one treatment session at a low fluence (8 - 16 J/cm<sup>2</sup>) was sufficient to achieve the desired results. 展开更多
关键词 Intense Pulsed light Peak power Effect Skin Rejuvenation
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Temperature Effect on Light Concentration Silicon Solar Cell’s Operating Point and Conversion Efficiency 被引量:1
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作者 Mahamadi Savadogo Boubacar Soro +4 位作者 Ramatou Konate Idrissa Sourabié Martial Zoungrana Issa Zerbo Dieudonné Joseph Bathiebo 《Smart Grid and Renewable Energy》 2020年第5期61-72,共12页
It is well known that temperature acts negatively on practically all the parameters of photovoltaic solar cells. Also, the solar cells which are subjected to particularly very high temperatures are the light concentra... It is well known that temperature acts negatively on practically all the parameters of photovoltaic solar cells. Also, the solar cells which are subjected to particularly very high temperatures are the light concentration solar cells and are used in light concentration photovoltaic systems (<i><span style="font-family:Verdana;">CPV</span></i><span style="font-family:Verdana;">). In fact, the significant heating of these solar cells is due to the concentration of the solar flux which arrives on them. Light concentration solar cells appear as solar cells under strong influences of heating and temperature. It is therefore necessary to take into account temperature effect on light concentration solar cells performances in order to obtain realistic results. </span><span style="font-family:""><span style="font-family:Verdana;">This one-dimensional study of a crystalline silicon solar cell under light concentration takes into account electrons concentration gradient electric field in the determination of the continuity equation of minority carriers in the base. To determine excess minority carrier’s density, the effects of temperature on the diffusion and mobility of electrons and holes, on the intrinsic concentration of electrons, on carrier’s generation rate as well as on width of band gap have also been taken into account. The results show that an increase of temperature improves diffusion parameters and leads to an increase of the short-circuit photocurrent density. However, an increase of temperature leads to a significant decrease in open-circuit photovoltage, maximum electric power and conversion efficiency. The results also show that the operating point and the maximum power point (</span><i><span style="font-family:Verdana;">MPP</span></i><span style="font-family:Verdana;">) moves to the open circuit when the cell temperature increases.</span></span> 展开更多
关键词 TEMPERATURE Electric power Conversion Efficiency light Concentration Maximum power Point Junction Dynamic Velocity
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Synthesis, structure and luminescent properties of yellow phosphor La3Si6N11 :Ce^3+ for high power white-LEDs 被引量:8
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作者 Fu Du Weidong Zhuang +5 位作者 Ronghui Liu Yuanhong Liu Wei Gao Xia Zhang Yuan Xue Hongrui Hao 《Journal of Rare Earths》 SCIE EI CAS CSCD 2017年第11期1059-1064,共6页
A series of high phase purity blue light excitable yellow-emitting LaSiN:xCephosphors were synthesized by the high temperature solid state reactions method. The structure and luminescent properties were investigated. ... A series of high phase purity blue light excitable yellow-emitting LaSiN:xCephosphors were synthesized by the high temperature solid state reactions method. The structure and luminescent properties were investigated. The phase structure was studied by means of X-ray diffraction, structures refinements and energy dispersive X-ray spectroscopy. The phosphors effectively excited by the light of450 nm and show intense yellow emission at 535 nm with FWHM of 115 nm corresponding to the5 d →~2 Fand 5 d →~2 Ftransitions of Ce. In addition,the optimized LaSiN:0.14 Ceexhibits a weak thermal quenching, which remains 98.2% of the initial emission intensity when heated to 200 ℃,the thermal quenching properties exhibit a modest decline when the temperature returned to room temperature. The above results indicate that LaSiN:Cecan be regarded as a high promising phosphor for applications in high power white-light LED. 展开更多
关键词 High phase purity La_3Si_6N_(11):Ce^(3+) Small thermal quenching High power white-light LED
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Optimal Design of Thermal Dissipation for the Array Power LED by using the RSM with Genetic Algorithm 被引量:1
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作者 Rongsheng Chen Hsin-En Cheng +1 位作者 Chihuang Huang Ray-Wen Wu 《Modeling and Numerical Simulation of Material Science》 2013年第1期12-26,共15页
In accordance with the enhancement for luminous efficiency improving, LED (Light Emitting Diode) has been gradually developed by combining the characteristics of small volume, impact resistance, good reliability, long... In accordance with the enhancement for luminous efficiency improving, LED (Light Emitting Diode) has been gradually developed by combining the characteristics of small volume, impact resistance, good reliability, long life, low power consumption with multiple purposes for energy saving and environmental protection. Therefore, the array LED has been widely applied in human livings nowadays. This study applies the finite element analysis software ANSYS to analyze the thermal behavior of the array power LED work lamp which is modeled by four same-size LED with MCPCB (Metal Core Print Circuit Board) mounted on a base heat-sink. The Flotran heat flow analysis is applied to obtain the natural convection of air coefficient, while the convection value can be confirmed by the iterative method since it is set as the boundary condition for ANSYS thermal analysis to obtain the temperature distribution, accordingly the chip junction temperature and the base heat-sink temperature were followed through experiments in order to check if the simulation results meet the design requirements and coincide with the power LED product design specification. Prior to the optimal design process for chip junction temperature, the most significant parameters were first chosen by the fractional factorial design. The regressive models were respectively setup by the dual response surface method (RSM) and the mixed response surface method. Furthermore, the genetic algorithm combined with response surface method was applied to acquire the optimal design parameters, and the results were obtained from both methods, which are reviewed for comparison. Afterwards, the mixed response surface method is adopted to investigate the effects of interactions among various factors on chip junction temperature. In conclusion, it is found that the thermal conductivity of MCPCB and the height of base heat-sink are the two major significant factors. In addition, the interactive effects between chip size and thermal conductivity of chip adhesion layer are acknowledged as the most significant interaction influenced on the chip junction temperature. 展开更多
关键词 ARRAY power light EMITTING Diode FRACTIONAL FACTORIAL Design Response Surface Method GENETIC Algorithm
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基于ESPRIT-PSA与LightGBM算法的感应电动机转子断条数目诊断新方法
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作者 许伯强 王晨曦 何俊驰 《华北电力大学学报(自然科学版)》 CAS 北大核心 2023年第5期27-34,共8页
提出一种基于旋转不变信号参数估计技术ESPRIT(Estimation of signal parameters via rotational invariance technique)、模式搜索算法PSA(Pattern search algorithm)与轻型梯度提升机LightGBM(Light gradient boosting machine)结合... 提出一种基于旋转不变信号参数估计技术ESPRIT(Estimation of signal parameters via rotational invariance technique)、模式搜索算法PSA(Pattern search algorithm)与轻型梯度提升机LightGBM(Light gradient boosting machine)结合的感应电动机转子断条数目诊断新方法。模拟了转子断条故障下的瞬时无功功率信号并用其衡量ESPRIT-PSA的性能。结果表明:ESPRIT-PSA只需短时数据就能准确测量瞬时无功功率信号中的转子断条故障特征分量。随后,为解决现有的电机瞬时无功功率信号分析MIRPSA(Motor instantaneous reactive power signal analysis)类方法无法准确诊断转子断条数目的问题,引入LightGBM对转子断条故障进行多分类以准确诊断转子断条数目。最后针对一台异步电动机进行转子断条诊断实验,结果表明:该方法是有效的,并且因将瞬时无功功率作为分析信号而适用于电机低转差率的情况。 展开更多
关键词 异步电动机 转子断条 故障诊断 旋转不变信号参数估计技术 轻型梯度提升机 电机瞬时无功功率信号分析
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Forward-Light-Scattering Characterization of Pre-Crystalline Aggregates in Crystallizing Lysozyme Solutions
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作者 Takashi Wakamatsu 《American Journal of Analytical Chemistry》 2014年第9期581-588,共8页
We present a method to characterize lysozyme pre-crystalline aggregates using a forward-light-scattering technique, which is highly sensitive to protein aggregates. The static light scattering properties at small angl... We present a method to characterize lysozyme pre-crystalline aggregates using a forward-light-scattering technique, which is highly sensitive to protein aggregates. The static light scattering properties at small angles of crystallizing lysozyme aggregates are discussed, and related to the crystallization conditions based on the concentration of added precipitant NaCl. Lysozyme solutions that started to crystallize because of precipitant exhibited profiles of forward light scattering that could be fitted by non-integer power laws, which indicated fractal aggregations of lysozyme had formed. Pre-crystalline solutions, in which lysozyme crystals later grew, had dense structural fractal clusters with fractal dimensions of D > 1.5. In contrast, solutions with aggregates in which crystals did not grow, had forward-light-scattering profiles that deviated from a power law or had lower power values. 展开更多
关键词 Protein CRYSTALLIZATION LYSOZYME light Scattering FRACTAL AGGREGATION power Law
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光-储电站参与多应用场景的日前-日内协同滚动优化策略 被引量:2
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作者 刘自发 李昆阳 郑司琪 《电网技术》 北大核心 2025年第1期198-208,I0079,共12页
光伏电站和储能系统联合运行可以从电源侧减少电站出力不确定性,提高电网稳定性。当前光-储电站参与的应用场景较为单一,无法同时兼顾一次、二次调频以及联合售电。针对这个问题,基于“两个细则”的考核规定,提出一种考虑电能量市场和... 光伏电站和储能系统联合运行可以从电源侧减少电站出力不确定性,提高电网稳定性。当前光-储电站参与的应用场景较为单一,无法同时兼顾一次、二次调频以及联合售电。针对这个问题,基于“两个细则”的考核规定,提出一种考虑电能量市场和一、二次调频服务的具有多场景兼容性的日前-日内滚动优化运行策略。首先,分析了一、二次调频信号特性,提出了多应用场景调度分辨率下的光伏电站混合储能日前-日内协同优化策略框架。然后,以场站联合收益最大为目标,建立了计及储能二次调频能力的日前优化模型,并在日内阶段考虑实际各场景出力优先级,动态滚动优化求解得到储能系统运行计划。最后,利用黑龙江大庆地区某光伏电站实际数据进行了仿真验证,并对模型进行了灵敏度分析,算例表明所提出的优化策略能够发挥不同储能资源的调度潜力,可有效提升电站上报准确率以及调频能力。 展开更多
关键词 光-储电站 混合储能 一次调频 二次调频 协同运行策略
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基于特征提取的光伏发电系统故障检测方法
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作者 仇新宇 陈霄 +1 位作者 李悦 张震 《自动化技术与应用》 2026年第1期54-57,68,共5页
为了改进光伏发电系统破损故障检测方法,以应对系统规模扩大和复杂性提升带来的巨大挑战。通过设计装载双光相机的无人机巡检装置,采集光伏巡检图像,并利用改进的SIFT特征匹配拼接方法将多张图像合并成一张大图。基于YOLO v4网络构建的... 为了改进光伏发电系统破损故障检测方法,以应对系统规模扩大和复杂性提升带来的巨大挑战。通过设计装载双光相机的无人机巡检装置,采集光伏巡检图像,并利用改进的SIFT特征匹配拼接方法将多张图像合并成一张大图。基于YOLO v4网络构建的检测模型,包括主干特征提取、检测头和特征金字塔网络,能有效检测微小表面破碎、蜗牛纹、组件发黄、EVA脱落等故障。测试结果显示,该方法在各类破损故障检测中均表现出色,特别是EVA脱落故障的mAP值高达0.993,证明了该方法的准确性和有效性。 展开更多
关键词 无人机 可见光图像 红外图像 特征融合 特征提取 光伏发电系统 破损故障检测
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Light-powered phagocytic macrophage microrobot(phagobot):both in vitro and in vivo 被引量:1
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作者 Xing Li Shuhan Zhong +4 位作者 Ting Pan Jianyun Xiong Guoshuai Zhu Yang Shi Hongbao Xin 《Light: Science & Applications》 2025年第8期2139-2151,共13页
Micro/nanorobots based on immune cells show great potential for addressing challenging biological and biomedical conditions.However,their powerful innate immune functions,particularly the phagocytosis capabilities,rem... Micro/nanorobots based on immune cells show great potential for addressing challenging biological and biomedical conditions.However,their powerful innate immune functions,particularly the phagocytosis capabilities,remain a big challenge to fully leverage with the current designs of immune cell-based microrobots.Herein,we report a lightpowered phagocytic macrophage microrobot(phagobot),which is capable of robotic navigation toward specific foreign bio-threats and executing precise phagocytosis of these targeted entities under light control.Without genetic modification or nanoengineering of macrophages,the phagobot’s“wake-up”program is achieved through direct activation of a resting-state macrophage by a tightly focused near-infrared(NIR)light beam.The phagobot exhibits robotic steering and directional navigation controlled by optical manipulation of the extended pseudopodia within the activated macrophage.It can further execute targeted phagocytic clearance tasks via engulfing various foreign bio-threats,including nanoplastics,microbials,and cancer cell debris.Notably,the phagobot can be constructed in a living larval zebrafish through optical activation and manipulation of the endogenous macrophage,which also exhibits controllable navigation and targeted phagocytic capabilities in vivo.With the intrinsic immune functions of macrophages,our light-powered phagobot represents a novel form of intelligent immune cell-based microrobots,holding many new possibilities for precise immune regulation and treatment for immune-related diseases. 展开更多
关键词 MACROPHAGE robotic navigation addressing challenging biological biomedical conditionshowevertheir light powered immune cells phagocytic macrophage microrobot phagobot which phagocytic MICROROBOT
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基于CNN-LSTM-lightGBM组合的超短期风电功率预测方法 被引量:27
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作者 王愈轩 刘尔佳 黄永章 《科学技术与工程》 北大核心 2022年第36期16067-16074,共8页
近年来,风电装机规模逐年增加,风电数据采集量呈现规模化增长,面对海量多维、强波动的风电数据,风电功率预测精度仍面临一定的挑战。为提高风电功率预测精度,提出了基于卷积神经网络(convolutional neural networks,CNN)-长短期记忆网络... 近年来,风电装机规模逐年增加,风电数据采集量呈现规模化增长,面对海量多维、强波动的风电数据,风电功率预测精度仍面临一定的挑战。为提高风电功率预测精度,提出了基于卷积神经网络(convolutional neural networks,CNN)-长短期记忆网络(long short-term memory,LSTM)和梯度提升学习(light gradient boosting machine,lightGBM)组合的超短期风电功率预测方法。首先,分别建立CNN-LSTM和lightGBM的风电功率超短期预测模型。其中,CNN-LSTM模型采用CNN对风电数据集进行特征处理,并将其作为LSTM模型的数据输入,从而建立CNN-LSTM融合的预测模型;然后,采用误差倒数法对CNN-LSTM和lightGBM的预测数据进行加权组合,建立CNN-LSTM-lightGBM组合的预测模型;最后,采用张北曹碾沟风电场的风电数据集,以未来4 h风电功率为预测目标,验证了组合模型的有效性。预测结果表明:相较于其他3种单一模型,组合模型具有更高的预测精度。 展开更多
关键词 卷积神经网络(CNN) 长短期记忆网络(LSTM) 梯度提升学习(lightGBM) 组合模型 风电功率预测
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