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RF CMOS、BiCMOS的新进展(五)——移相器、RF开关、集成无源元件和相控阵
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作者 李永 赵正平 《半导体技术》 北大核心 2026年第1期1-12,共12页
当今信息社会已进入通用人工智能时代,大数据呈指数规律增长,不但要求数据处理速度高速增长,同时也要求数据的传输带宽更宽,推动数据载波的频率向射频(RF)的高端发展。Si基RF CMOS和RF BiCMOS集成电路(IC)具有体积小、功耗低、易于集成... 当今信息社会已进入通用人工智能时代,大数据呈指数规律增长,不但要求数据处理速度高速增长,同时也要求数据的传输带宽更宽,推动数据载波的频率向射频(RF)的高端发展。Si基RF CMOS和RF BiCMOS集成电路(IC)具有体积小、功耗低、易于集成等优点,相应呈现高速发展的态势。综述了Si基RF CMOS和RF BiCMOS的最新进展和发展态势,主要包括低噪声放大器与接收前端,射频-直流整流器与射频能量收集器,功率放大器、RF信号放大器与发射机,振荡器、混频器与频率综合器,移相器、开关、集成无源元件和相控阵,RF专用集成电路(ASIC)和微系统集成等七个RF IC发展的主要方面,凝练了各类RF IC的发展趋势和关键技术创新点。 展开更多
关键词 射频(rf)CMOS rf BiCMOS 放大器 收/发机 rf能量收集器 压控振荡器 频率综合器 移相器 相控阵 微系统集成`
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Local Electric Fields Coupled with Cl^(−)Fixation Strategy for Improving Seawater Oxygen Reduction Reaction Performance
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作者 Yu-Rong Liu Miao Zhang +8 位作者 Yan-Hui Yu Ya-Lin Liu Jing Li Xiao-Dong Shi Zhen-Ye Kang Dao-Xiong Wu Peng Rao Ying Liang Xin-Long Tian 《电化学(中英文)》 北大核心 2025年第9期46-55,共10页
Development of robust electrocatalyst for oxygen reduction reaction(ORR)in a seawater electrolyte is the key to realize seawater electrolyte-based zinc-air batteries(SZABs).Herein,constructing a local electric field c... Development of robust electrocatalyst for oxygen reduction reaction(ORR)in a seawater electrolyte is the key to realize seawater electrolyte-based zinc-air batteries(SZABs).Herein,constructing a local electric field coupled with chloride ions(Cl-)fixation strategy in dual single-atom catalysts(DSACs)was proposed,and the resultant catalyst delivered considerable ORR performance in a seawater electrolyte,with a high half-wave potential(E_(1/2))of 0.868 V and a good maximum power density(Pmax)of 182 mW·cm^(−2)in the assembled SZABs,much higher than those of the Pt/C catalyst(E_(1/2):0.846 V;Pmax:150 mW·cm^(−2)).The in-situ characterization and theoretical calculations revealed that the Fe sites have a higher Cl^(−)adsorption affinity than the Co sites,and preferentially adsorbs Cl^(−)in a seawater electrolyte during the ORR process,and thus constructs a low-concentration Cl^(−)local microenvironment through the common-ion exclusion effect,which prevents Cl^(−)adsorption and corrosion in the Co active centers,achieving impressive catalytic stability.In addition,the directional charge movement between Fe and Co atomic pairs establishes a local electric field,optimizing the adsorption energy of Co sites for oxygen-containing intermediates,and further improving the ORR activity. 展开更多
关键词 Seawater zinc-air battery Oxygen reduction reaction Local electric field Chloride ion fixation strategy Sin-gle-atom catalyst
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Atomistic simulation of batteries via machine learning force fields:From bulk to interface
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作者 Jinkai Zhang Yaopeng Li +5 位作者 Ming Chen Jiaping Fu Liang Zeng Xi Tan Tian Sun Guang Feng 《Journal of Energy Chemistry》 2025年第7期911-929,共19页
Batteries play a critical role in electric vehicles and distributed energy generation.With the growing demand for energy storage solutions,new battery materials and systems are continually being developed.In this proc... Batteries play a critical role in electric vehicles and distributed energy generation.With the growing demand for energy storage solutions,new battery materials and systems are continually being developed.In this process,molecular dynamics(MD)simulations can reveal the microscopic mechanisms of battery processes,thereby boosting the design of batteries.Compared to other MD simulation techniques,the machine learning force field(MLFF)holds the advantages of first-principles accuracy along with large spatial and temporal scale,offering opportunities to uncover new mechanisms in battery systems.This review presents a detailed overview of the fundamental principles and model types of MLFFs,as well as their applications in simulating the structure,transport properties,and chemical reaction properties of bulk battery materials and interfaces.Notably,we emphasize the long-range interaction corrections and constant-potential methods in the model design of MLFFs.Finally,we discuss the challenges and prospects of applying MLFF models in the research of batteries. 展开更多
关键词 BATTERY Machine learning force field Molecular dynamics INTErfACES
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Impedance of RF shield on ceramic chamber in the rapid cycling synchrotron of China Spallation Neutron Source
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作者 Liang‑Sheng Huang Bin Wu +6 位作者 Ming‑Yang Huang Ren‑Hong Liu Biao Tan Peng‑Cheng Wang Yong‑Chuan Xiao Li‑Rui Zeng Xiao Li 《Nuclear Science and Techniques》 2026年第1期130-140,共11页
In a rapid cycling synchrotron(RCS),the magnetic field is synchronized with the beam energy,creating a highly dynamic magnetic environment.A ceramic chamber with a shielding layer(RF shield),composed of a series of co... In a rapid cycling synchrotron(RCS),the magnetic field is synchronized with the beam energy,creating a highly dynamic magnetic environment.A ceramic chamber with a shielding layer(RF shield),composed of a series of copper strips connected to a capacitor at either end,is typically employed as a vacuum chamber to mitigate eddy current effects and beam coupling impedance.Consequently,the ceramic chamber exhibits a thin-walled multilayered complex structure.Previous theoretical studies have suggested that the impedance of such a structure has a negligible impact on the beam.However,recent impedance measurements of the ceramic chamber in the China Spallation Neutron Source(CSNS)RCS revealed a resonance in the low-frequency range,which was confirmed by further theoretical analysis as a source of beam instability in the RCS.Currently,the magnitude of this impedance cannot be accurately assessed using theoretical calculations.In this study,we used the CST Microwave Studio to confirm the impedance of the ceramic chamber.Further simulations covering six different types of ceramic chambers were conducted to develop an impedance model in the RCS.Additionally,this study investigates the resonant characteristics of the ceramic chamber impedance,finding that the resonant frequency is closely related to the capacitance of the capacitors.This finding provides clear directions for further impedance optimization and is crucial for achieving a beam power of 500 kW for the CSNS Phase-Ⅱ project(CSNS-Ⅱ).However,careful attention must be paid to the voltage across the capacitors. 展开更多
关键词 Beam coupling impedance Ceramic chamber rf shield RESONANCE High dynamic magnetic environment
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Electric-Field-Driven Generative Nanoimprinting for Tilted Metasurface Nanostructures
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作者 Yu Fan Chunhui Wang +6 位作者 Hongmiao Tian Xiaoming Chen Ben QLi Zhaomin Wang Xiangming Li Xiaoliang Chen Jinyou Shao 《Nano-Micro Letters》 2026年第1期290-305,共16页
Tilted metasurface nanostructures,with excellent physical properties and enormous application potential,pose an urgent need for manufacturing methods.Here,electric-field-driven generative-nanoimprinting technique is p... Tilted metasurface nanostructures,with excellent physical properties and enormous application potential,pose an urgent need for manufacturing methods.Here,electric-field-driven generative-nanoimprinting technique is proposed.The electric field applied between the template and the substrate drives the contact,tilting,filling,and holding processes.By accurately controlling the introduced included angle between the flexible template and the substrate,tilted nanostructures with a controllable angle are imprinted onto the substrate,although they are vertical on the template.By flexibly adjusting the electric field intensity and the included angle,large-area uniform-tilted,gradient-tilted,and high-angle-tilted nanostructures are fabricated.In contrast to traditional replication,the morphology of the nanoimprinting structure is extended to customized control.This work provides a cost-effective,efficient,and versatile technology for the fabrication of various large-area tilted metasurface structures.As an illustration,a tilted nanograting with a high coupling efficiency is fabricated and integrated into augmented reality displays,demonstrating superior imaging quality. 展开更多
关键词 Generative nanoimprinting Electric field assistance Tilted metasurface structures Large-area fabrication
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Boosting peroxymonosulfate activated for emerging contaminant removal:The synergy of boron doping in regulating the interfacial electric field of FeNC
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作者 Shiyu Zuo Yan Wang +2 位作者 Jinquan Wan Jianxin Yi JoséAlemáne 《Journal of Environmental Sciences》 2026年第1期97-107,共11页
Peroxymonosulfate(PMS)-based advanced oxidation processes(AOPs)are an effective way to remove emerging contaminants(ECs)from water.The catalytic process involving PMS is hindered by the suboptimal electron trans-fer e... Peroxymonosulfate(PMS)-based advanced oxidation processes(AOPs)are an effective way to remove emerging contaminants(ECs)from water.The catalytic process involving PMS is hindered by the suboptimal electron trans-fer efficiency of current catalysts,the further application of AOPs technology is limited.Here,it is proposed that the interfacial electric field can be controlled by bor(B)-doped FeNC catalysts,which shows significant advantages in the efficient generation,release and participation of reactive oxygen species(ROS)in the reaction.The super exchange interaction between Fe sites and N and B sites is realized through the directional transfer of electrons in the interfacial electric field,which ensures the high efficiency and stability of the PMS catalytic process.B doping increases the d orbitals distribution at Fermi level,which facilitates enhanced electron transition activity,thereby promoting the effective generation of (1)^O_(2).At the same time,orbital hybridization causes the center of the d band to move to a lower energy level,which not only contributes to the desorption process of (1)^O_(2),but also accelerates its release.In addition,B-doping also improved the adsorption capacity of organic pollutants and shortened the migration distance of ROS,thereby significantly improving the degradation efficiency of ECs.The B-doping strategy outlined offers a novel approach to the development of FeNC catalysts,it lays a theoretical foundation and offers technical insights for the integration of PMS/AOPs technology in the ECs management. 展开更多
关键词 Interfacial electric field Boron doping Electronic transfer Peroxymonosulfate Emerging contaminants
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Regional magnetic anomaly fields:3D Taylor polynomial and surface spline models
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作者 冯彦 蒋勇 +6 位作者 姜乙 李正 蒋瑾 刘中微 叶美晨 王弘晟 李秀明 《Applied Geophysics》 SCIE CSCD 2016年第1期59-68,218,219,共12页
We used data from 1960.0,1970.0,1980.0,1990.0,and 2000.0 to study the geomagnetic anomaly field over the Chinese mainland by using the three-dimensional Taylor polynomial(3DTP) and the surface spline(SS) models.To... We used data from 1960.0,1970.0,1980.0,1990.0,and 2000.0 to study the geomagnetic anomaly field over the Chinese mainland by using the three-dimensional Taylor polynomial(3DTP) and the surface spline(SS) models.To obtain the pure anomaly field,the main field and the induced field of the ionospheric and magnetospheric fields were removed from measured data.We also compared the SS model anomalies and the data obtained with Kriging interpolation(KI).The geomagnetic anomaly distribution over the mainland was analyzed based on the SS and 3DTP models by transferring all points from 1960.0-1990.0 to 2000.0.The results suggest that the total intensity F anomalies estimated based on the SS and KI for each year are basically consistent in distribution and intensity.The anomalous distributions in the X-,Y-,and Z-direction and F are mainly negative.The 3DTP model anomalies suggest that the intensity in the X-direction increases from-100 nT to 0 nT with longitude,whereas the intensity in the Y-direction decreases from 400 nT to 20 nT with longitude and over the eastern mainland is almost negative.The intensity in the Z-direction and F are very similar and in most areas it is about-50 nT and higher in western Tibet.The SS model anomalies overall reflect the actual distribution of the magnetic field anomalies;however,because of the uneven distribution of measurements,it yields several big anomalies.Owing to the added altitude term,the 3DTP model offers higher precision and is consistent with KI. 展开更多
关键词 Magnetic anomaly field three-dimensional Taylor polynomial surface spline CM4
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RF CMOS、BiCMOS的新进展(一)——低噪声放大器与接收前端 被引量:1
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作者 李永 赵正平 《半导体技术》 北大核心 2025年第8期757-772,共16页
当今信息社会已进入通用人工智能时代,大数据呈指数规律增长,不但要求数据处理速度高速增长,同时也要求数据的传输带宽更宽,推动数据载波的频率向射频(RF)的高端发展。Si基RF CMOS和RF BiCMOS集成电路(IC)具有体积小、功耗低、易于集成... 当今信息社会已进入通用人工智能时代,大数据呈指数规律增长,不但要求数据处理速度高速增长,同时也要求数据的传输带宽更宽,推动数据载波的频率向射频(RF)的高端发展。Si基RF CMOS和RF BiCMOS集成电路(IC)具有体积小、功耗低、易于集成等优点,相应呈现高速发展的态势。综述了Si基RF CMOS和RF BiCMOS的最新进展和发展态势,主要包括低噪声放大器与接收前端,射频-直流整流器与射频能量收集器,功率放大器、RF信号放大器与发射机,振荡器、混频器与频率综合器,移相器、开关、集成无源元件和相控阵,RF专用集成电路(ASIC)和微系统集成等七个RF IC发展的主要方面,凝练了各类RF IC的发展趋势和关键技术创新点。 展开更多
关键词 射频(rf)CMOS rf BiCMOS 放大器 收/发机 rf能量收集器 压控振荡器 频率综合器 移相器 相控阵 微系统集成
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SDN环境下基于Rényi RF XGBoost的DDoS攻击检测研究 被引量:2
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作者 杨桂芹 张蔚 张若 《兰州交通大学学报》 2025年第1期28-38,共11页
DDoS攻击会对SDN造成毁灭性的打击,如何高效精准地检测出DDoS攻击就显得尤为重要。针对该问题,提出了一种在SDN环境下基于Rényi RF XGBoost的DDoS攻击检测方案。使用Rényi熵提取特征并对随机森林进行改进,通过集成学习将其与X... DDoS攻击会对SDN造成毁灭性的打击,如何高效精准地检测出DDoS攻击就显得尤为重要。针对该问题,提出了一种在SDN环境下基于Rényi RF XGBoost的DDoS攻击检测方案。使用Rényi熵提取特征并对随机森林进行改进,通过集成学习将其与XGBoost进行融合,对网络流量进行分类预测,从而实现针对DDoS攻击的检测。此外,采用交叉熵损失和袋外误差对所提模型进行评价,通过相关检测指标对实验结果进行实时观察验证。结果表明,所提出的方法不仅有较低的交叉熵损失和袋外误差,相比于其他方法还提高了检测精度、精确率和召回率,缩短了检测时间,降低了误报率。 展开更多
关键词 SDN DDOS Rényi rf XGBoost
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RF CMOS、BiCMOS的新进展(三)——功率放大器、RF信号放大器与发射机
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作者 李永 赵正平 《半导体技术》 北大核心 2025年第10期981-994,共14页
当今信息社会已进入通用人工智能时代,大数据呈指数规律增长,不但要求数据处理速度高速增长,同时也要求数据的传输带宽更宽,推动数据载波的频率向射频(RF)的高端发展。Si基RF CMOS和RF BiCMOS集成电路(IC)具有体积小、功耗低、易于集成... 当今信息社会已进入通用人工智能时代,大数据呈指数规律增长,不但要求数据处理速度高速增长,同时也要求数据的传输带宽更宽,推动数据载波的频率向射频(RF)的高端发展。Si基RF CMOS和RF BiCMOS集成电路(IC)具有体积小、功耗低、易于集成等优点,相应呈现高速发展的态势。综述了Si基RF CMOS和RF BiCMOS的最新进展和发展态势,主要包括低噪声放大器与接收前端,射频-直流整流器与射频能量收集器,功率放大器、RF信号放大器与发射机,振荡器、混频器与频率综合器,移相器、开关、集成无源元件和相控阵,RF专用集成电路(ASIC)和微系统集成等七个RF IC发展的主要方面,凝练了各类RF IC的发展趋势和关键技术创新点。 展开更多
关键词 射频(rf)CMOS rf BiCMOS 放大器 收/发机 rf能量收集器 压控振荡器 频率综合器 移相器 相控阵 微系统集成
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RF CMOS、BiCMOS的新进展(二)——射频-直流整流器与射频能量收集器
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作者 李永 赵正平 《半导体技术》 北大核心 2025年第9期885-892,共8页
当今信息社会已进入通用人工智能时代,大数据呈指数规律增长,不但要求数据处理速度高速增长,同时也要求数据的传输带宽更宽,推动数据载波的频率向射频(RF)的高端发展。Si基RF CMOS和RF BiCMOS集成电路(IC)具有体积小、功耗低、易于集成... 当今信息社会已进入通用人工智能时代,大数据呈指数规律增长,不但要求数据处理速度高速增长,同时也要求数据的传输带宽更宽,推动数据载波的频率向射频(RF)的高端发展。Si基RF CMOS和RF BiCMOS集成电路(IC)具有体积小、功耗低、易于集成等优点,相应呈现高速发展的态势。综述了Si基RF CMOS和RF BiCMOS的最新进展和发展态势,主要包括低噪声放大器与接收前端,射频-直流整流器与射频能量收集器,功率放大器、RF信号放大器与发射机,振荡器、混频器与频率综合器,移相器、开关、集成无源元件和相控阵,RF专用集成电路(ASIC)和微系统集成等七个RF IC发展的主要方面,凝练了各类RF IC的发展趋势和关键技术创新点。 展开更多
关键词 射频(rf)CMOS rf BiCMOS 放大器 收/发机 rf能量收集器 压控振荡器 频率综合器 移相器 相控阵 微系统集成
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RFCMOS、BiCMOS的新进展(四)——振荡器、混频器与频率综合器
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作者 李永 赵正平 《半导体技术》 北大核心 2025年第11期1093-1106,共14页
当今信息社会已进入通用人工智能时代,大数据呈指数规律增长,不但要求数据处理速度高速增长,同时也要求数据的传输带宽更宽,推动数据载波的频率向射频(RF)的高端发展。Si基RFCMOS和RFBiCMOS集成电路(IC)具有体积小、功耗低、易于集成等... 当今信息社会已进入通用人工智能时代,大数据呈指数规律增长,不但要求数据处理速度高速增长,同时也要求数据的传输带宽更宽,推动数据载波的频率向射频(RF)的高端发展。Si基RFCMOS和RFBiCMOS集成电路(IC)具有体积小、功耗低、易于集成等优点,相应呈现高速发展的态势。综述了Si基RFCMOS和RFBiCMOS的最新进展和发展态势,主要包括低噪声放大器与接收前端,射频-直流整流器与射频能量收集器,功率放大器、RF信号放大器与发射机,振荡器、混频器与频率综合器,移相器、开关、集成无源元件和相控阵,RF专用集成电路(ASIC)和微系统集成等七个RFIC发展的主要方面,凝练了各类RFIC的发展趋势和关键技术创新点。 展开更多
关键词 射频(rf)CMOS rf BiCMOS 放大器 收/发机 rf能量收集器 压控振荡器 频率综合器 移相器 相控阵 微系统集成
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基于GWO-RF的建筑施工安全事故预测模型
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作者 王丹 潘祥莲 《中国安全科学学报》 北大核心 2025年第10期75-81,共7页
为减少建筑施工安全事故的发生,利用关联规则揭示事故关联机制,并融合优化后的随机森林(RF),预测事故发生情况。首先,以24Model为理论依据,提取388份建筑施工安全事故案例报告的致因因素;然后,采用Apriori算法挖掘事故致因因素之间的相... 为减少建筑施工安全事故的发生,利用关联规则揭示事故关联机制,并融合优化后的随机森林(RF),预测事故发生情况。首先,以24Model为理论依据,提取388份建筑施工安全事故案例报告的致因因素;然后,采用Apriori算法挖掘事故致因因素之间的相互关联作用路径;最后,利用灰狼优化算法(GWO)优化RF的超参数,构建GWO-RF建筑施工安全事故预测模型,并对事故致因因素进行特征重要性排序。结果表明:不安全行为、组织成员的安全能力、安全管理体系以及安全文化元素构成强相关条件组合;GWO能够有效优化RF的超参数,优化后建立的建筑施工安全事故预测模型(GWO-RF)预测准确率高达93.2%;特征重要性排序显示:安全教育培训对建筑施工安全事故预测的影响最大,权重为10.5%,安全融入管理、安全生产规章制度、安全生产责任制度是影响建筑施工安全事故预测的重要因素,其权重依次为7.5%、7%、6%。 展开更多
关键词 灰狼优化算法(GWO) 随机森林(rf) 建筑施工安全事故 预测模型 关联规则
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鸡生长性状相关SH3RF2、LncFAM及IGF2BP1基因SV变异的聚合效应分析
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作者 刘阳 马浩翔 +9 位作者 王文韬 刘树立 唐燕飞 蒋华连 苏立燧 韩瑞丽 刘小军 田亚东 王香南 李转见 《中国家禽》 北大核心 2025年第1期8-14,共7页
试验旨在对生长性状大效应基因SH3RF2、LncFAM及IGF2BP1的3个突变位点进行聚合效应分析,选出最优组合基因型。试验以鸡7个群体(固始-安卡F2代资源种群、AA肉鸡、哈伯德肉鸡、科宝肉鸡、817肉鸡、广西金陵麻鸡和卢氏绿壳蛋鸡)中的2228个... 试验旨在对生长性状大效应基因SH3RF2、LncFAM及IGF2BP1的3个突变位点进行聚合效应分析,选出最优组合基因型。试验以鸡7个群体(固始-安卡F2代资源种群、AA肉鸡、哈伯德肉鸡、科宝肉鸡、817肉鸡、广西金陵麻鸡和卢氏绿壳蛋鸡)中的2228个个体为研究对象,检测三个基因位点的基因型变异,利用F2资源群和广西金陵麻鸡研究鸡SH3RF2、LncFAM及IGF2BP1基因的遗传效应,对三个基因组合位点的聚合效应进行分析。结果显示:在分析群体中共有54种可能的组合基因型,通过基因型频率和生长性状关联分析发现,在7个群体中,等位基因Sh-I、Lnc-I和Ig-L1的频率均明显高于Sh-D、Lnc-D、Ig-L2及Ig-W;在F2资源群体和广西金陵麻鸡中,IIIIL1L1基因型在三个基因聚合效应中具有较高的基因频率和较高的体重。结果表明,在提高生长性状方面,IIIIL1L1基因型既能提高体重,又有较高的基因型频率,可以作为选择推荐联合标记。 展开更多
关键词 生长性状 SH3rf2基因 LncFAM基因 IGF2BP1基因 聚合效应 关联分析
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RF-PECVD生长参数对石墨烯薄膜品质的影响
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作者 袁强华 任江枫 殷桂琴 《真空科学与技术学报》 北大核心 2025年第2期98-105,共8页
对比不同工艺参数条件下生长的石墨烯薄膜的形貌和品质,分别研究了高频功率、放电气压、气体流量比、生长时间、生长温度以及基底种类对双频放电的RF-PECVD制备的石墨烯薄膜品质影响。实验结果表明,石墨烯的缺陷程度随着高频功率的增加... 对比不同工艺参数条件下生长的石墨烯薄膜的形貌和品质,分别研究了高频功率、放电气压、气体流量比、生长时间、生长温度以及基底种类对双频放电的RF-PECVD制备的石墨烯薄膜品质影响。实验结果表明,石墨烯的缺陷程度随着高频功率的增加而降低,但是薄膜的厚度随着高频功率的增加而减小。在3 Torr及5 Torr的条件下,石墨烯薄膜存在着较多的边界状缺陷。甲烷/氩气流量比为10:30、生长时间为40 min时,能够生长出品质较好的石墨烯薄膜。生长温度对石墨烯薄膜的生长影响较大,在300℃时,镍基底表面无法生长出石墨烯薄膜,并且生长温度低于600℃时,都无法生长出品质较好的石墨烯薄膜。最后发现,相同的生长条件,在镍基底上生长的石墨烯薄膜厚度更小,但是铜基底生长的石墨烯薄膜缺陷更少,品质更好,这与薄膜在两种基底上不同的生长方式有关。 展开更多
关键词 射频等离子体增强化学气相沉积 双频放电 石墨烯薄膜
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Measurement of Liquid Concentration Fields Near Interface with Cocurrent Gas-Liquid Flow Absorption Using Holographic Interferometry 被引量:5
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作者 郭莹 袁希钢 +1 位作者 曾爱武 余国琮 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2006年第6期747-753,共7页
Real-time laser holographic interferometry was applied to measure liquid concentrations of CO2 in the vicinity of gas-liquid free interface under the conditions of cocurrent gas-liquid flow for absorption of CO2 by et... Real-time laser holographic interferometry was applied to measure liquid concentrations of CO2 in the vicinity of gas-liquid free interface under the conditions of cocurrent gas-liquid flow for absorption of CO2 by ethanol. The influences of the Reynolds number on the measurable interface concentration and on the film thickness were discussed. The results show that CO2 concentration decreases exponentially along the mass transfer direction,and the concentration gradient increases as Reynolds number of either liquid or gas increases. CO2 concentrations fluctuate slightly along the direction of flow; on the whole, there is an increase in CO2 concentration. The investigation also demonstrated that film thickness decreases with the increase of Reynolds number of either of the two phases. Sherwood number representing the mass transfer coefficient was finally correlated as a function of the hydrodynamic parameters and the physical properties. 展开更多
关键词 cocurrent GAS-LIQUID flow absorption concentration field NEAR interface HOLOGRAPHIC INTErfEROMETRY
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基于RFCARep-YOLOv8n的光伏电池缺陷检测算法 被引量:6
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作者 张冀 王文彬 余洋 《计算机工程与应用》 北大核心 2025年第3期131-143,共13页
针对光伏电池缺陷图像存在目标遮掩、复杂背景以及人眼难以分辨的小目标缺陷等问题,提出一种基于感受野坐标注意力和重参数的YOLOv8n光伏电池缺陷检测算法,简记为RFCARep-YOLOv8n。提出一种基于感受野坐标注意力的重参数模块代替瓶颈模... 针对光伏电池缺陷图像存在目标遮掩、复杂背景以及人眼难以分辨的小目标缺陷等问题,提出一种基于感受野坐标注意力和重参数的YOLOv8n光伏电池缺陷检测算法,简记为RFCARep-YOLOv8n。提出一种基于感受野坐标注意力的重参数模块代替瓶颈模块进行特征提取,扩大对全局信息的关注度提高语义表达能力,抑制遮掩物和复杂背景的干扰;在快速空间金字塔池化后添加可分离大核聚集模块,通过提高长距离特征依赖增强全局特征信息融合;在特征融合部分使用多尺度序列特征融合颈部网络,结合多尺度辅助检测头,减少细节特征丢失,提高小目标缺陷检测能力。实验结果表明,该模型在PASCAL VOC数据集中较基准模型mAP@0.5和mAP@0.5:0.95分别提升2.3和2.1个百分点,同时在光伏缺陷数据集中mAP@0.5达到87.6%,较基准模型提升3.5个百分点,参数量为3.23×10^(6),保持了基准模型的轻量参数同时提高检测性能。 展开更多
关键词 光伏缺陷 YOLOv8n 感受野注意力 特征融合 重参数
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基于iForest-DBSCAN-RF与优化CATBoost的风电机组齿轮箱油温异常预警
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作者 马良玉 韩立凯 翟亮亮 《电力科学与技术学报》 北大核心 2025年第4期193-204,共12页
数据清洗、特征选择和预测模型建立是基于数据采集与监视控制系统(supervisory control and data acquisition,SCADA)数据,实现风电机组异常状态预警不可缺少的重要环节。先结合孤立森林(isolation forest,iForest)和基于密度的空间聚类... 数据清洗、特征选择和预测模型建立是基于数据采集与监视控制系统(supervisory control and data acquisition,SCADA)数据,实现风电机组异常状态预警不可缺少的重要环节。先结合孤立森林(isolation forest,iForest)和基于密度的空间聚类(density-based spatial clustering of applications with noise,DBSCAN)算法对SCADA数据异常点进行有效清洗,并采用随机森林算法(random forests,RF)与Person相关系数法优选模型输入参数;再进而基于Optuna优化的类别提升树(categorical boosting,CATBoost)算法,建立风电机组正常工况齿轮箱油池温度的预测模型;然后采用滑动窗方法,构建状态评价指标,并使用区间估计理论确定油温异常状态判别的临界阈值;实现油温异常预警;最后,采用某风电机组SCADA系统油温异常的真实历史故障数据进行检验,验证了该方法的有效性。 展开更多
关键词 风电机组 故障预警 孤立森林 基于密度的空间聚类算法 随机森林
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Phosphorus Concentration and Forms in Surface and Subsurface Drainage Water from Wetland Rice Fields in the Shaoxing Plain 被引量:26
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作者 ZHANG MINGKUI, JIANG HONG and LIU XINGMEIDepartment of Resource Sciences, College of Resource and Environmental Sciences, Zhejiang University, Hangzhou 310029 (China) 《Pedosphere》 SCIE CAS CSCD 2003年第3期239-248,共10页
Phosphorus (P) is the limiting factor for eutrophication in most freshwater ecosystems. In China, Ptransported from intensively cultivated land has been reported as an important source of P in surface waters.In this s... Phosphorus (P) is the limiting factor for eutrophication in most freshwater ecosystems. In China, Ptransported from intensively cultivated land has been reported as an important source of P in surface waters.In this study, we investigated P concentration and forms in surface and subsurface drainage from wetland ricefields in the Shaoxing plain, Zhejiang Province, China. From selected rice fields, surface drainage sampleswere collected at rice-growing, non-growing and fertilization periods, and subsurface drainage samples atdrought and rewetting (irrigation or precipitation after 5~10 d drought period in the surface soils) and wet(drainage under long-term wet soil condition) periods. Water samples were characterized for their totalreactive P (TRP), dissolved reactive P (DRP) and particulate reactive P (PRP). Concentrations of the TRPand DRP in the surface drainage ranged from 0.08 to 1.50 and 0.06 to 1.27 mg L-1, respectively. The TRPand DRP were dependent on field operation activities, and decreased in the order of fertilization period >rice-growing period > non-growing period. Phosphorus concentration of runoff receiving P fertilizer can bean environmental concern. The PRP concentration in the surface drainage, ranging from 0.01 to 0.57 mgL-1, accounted for 8%~78% of the TRP. Concentration of the TRP in the subsurface drainage was from0.026 to 0.090 mg L-1, consisting of 29%~90 % of the DRP and 10%~71% of the PRP. In the droughtand rewetting period, the PRP accounted for, on average, 63% of the TRP, much higher than in the wetperiod (23%), suggesting that there was transport of P in preferential flow during drainage events after ashort-term drought period in the surface soils. Therefore, P losses in particulate form may be importantin the subsurface drainage from rice fields when surface soils form cracks and favor rapid flow downwardthrough the soil profiles, suggesting the important role of water-dispersible colloid particles in mediating andco-transporting P in the subsurface drainage of rice fields. 展开更多
关键词 drainage PHOSPHORUS wetland rice field
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A Characteristic Analysis of the Dynamic Evolution of Preseismic-Coseismic-Postseismic Interferometric Deformation Fields Associated with the M 7.9 Earthquake of Mani,Tibet in 1997 被引量:8
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作者 SHAN Xinjian ZHANG Guohong 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2007年第4期587-592,共6页
By using the D-InSAR technique, we have acquired the temporal-spatial evolution images of preseismic.cosesimci-postseismic interferometric deformation fields associated with the M 7.9 earthquake of Mani, Tibet on 8 No... By using the D-InSAR technique, we have acquired the temporal-spatial evolution images of preseismic.cosesimci-postseismic interferometric deformation fields associated with the M 7.9 earthquake of Mani, Tibet on 8 November 1997. The analysis of these images reveals the relationships between the temporal-spatial evolution features of the interferometric deformation fields and locking, rupturing, and elastic restoring of the source rupture plane, which represent the processes of strain accumulation, strain release, and postseismic restoration. The result shows that 10 months prior to the Mani event, a left-lateral shear trend appeared in the seismic area, which was in accordance with the earthquake fault in nature. The quantity of local deformation on the north wall was slightly larger than that on the south wall, and the deformation distribution area of the north wall was relatively large. With the event impending, the deformation of the south wall varied increasingly, and the deformation center shifted eastward. Two and half monthd before the event, the west side of the fault was still locked while the east side began to slide, implying that the whole fault would rupture at any moment. These features can be regarded as short-term precursors to this earthquake. Within the period from 16 April 1996 to two and half months before the earthquake, the most remarkable deformation zones appeared in the north and south walls, which were parallel to and about 40 km apart from the fault, with accumulated local displacements of 344 mm and 251 mm on the north and south walls, respectively. The south wall was the active one with larger displacements. Five months after the earthquake, the distribution feature of interferometric fringes was just opposite to that prior to the event, expressing evident right-lateral shear. The recovered displacements are -179 mm on the north wall and -79 mm on the south wall, close to the east side of the fault. However, in the area of the south wall far from the fault there still existed a trend of sinistral motion. The deformation of the north wall was small but recovered fast in a larger area, while the active south wall began to recover from the east section of the fault toward the WSW. 展开更多
关键词 D-INSAR Mani earthquake evolution of deformation field of major earthquakes earthquake prediction
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