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Dominant patterns of winter Arctic surface wind variability 被引量:2
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作者 WU Bingyi John Walsh +1 位作者 LIU Jiping ZHANG Xiangdong 《Advances in Polar Science》 2014年第4期246-260,共15页
Dominant statistical patterns of winter Arctic surface wind (WASW) variability and their impacts on Arctic sea ice motion are investigated using the complex vector empirical orthogonal function (CVEOF) method. The... Dominant statistical patterns of winter Arctic surface wind (WASW) variability and their impacts on Arctic sea ice motion are investigated using the complex vector empirical orthogonal function (CVEOF) method. The results indicate that the leading CVEOF of Arctic surface wind variability, which accounts for 33% of the covariance, is characterized by two different and alternating spatial patterns (WASWP1 and WASWP2). Both WASWP1 and WASWP2 show strong interannual and decadal variations, superposed on their declining trends over past decades. Atmospheric circulation anomalies associated with WASWPI and WASWP2 exhibit, respectively, equivalent barotropic and some baroclinic characteristics, differing from the Arctic dipole anomaly and the seesaw structure anomaly between the Barents Sea and the Beaufort Sea. On decadal time scales, the decline trend of WASWP2 can be attributed to persistent warming of sea surface temperature in the Greenland--Barents--Kara seas from autunm to winter, reflecting the effect of the Arctic warming. The second CVEOF, which accounts for 18% of the covariance, also contains two different spatial patterns (WASWP3 and WASWP4). Their time evolutions are significantly correlated with the North Atlantic Oscillation (NAO) index and the central Arctic Pattern, respectively, measured by the leading EOF of winter sea level pressure (SLP) north of 70~N. Thus, winter anomalous surface wind pattern associated with the NAO is not the most important surface wind pattern. WASWP3 and WASWP4 primarily reflect natural variability of winter surface wind and neither exhibits an apparent trend that differs from WASWP1 or WASWP2. These dominant surface wind patterns strongly influence Arctic sea ice motion and sea ice exchange between the western and eastern Arctic. Furthermore, the Fram Strait sea ice volume flux is only significantly correlated with WASWP3. The results demonstrate that surface and geostrophic winds are not interchangeable in terms of describing wind field variability over the Arctic Ocean. The results have important implications for understanding and investigating Arctic sea ice variations: Dominant patterns of Arctic surface wind variability, rather than simply whether there are the Arctic dipole anomaly and the Arctic Oscillation (or NAO), effectively affect the spatial distribution of Arctic sea ice anomalies. 展开更多
关键词 ARCTIC surface wind pattern sea ice motion Arctic dipole anomaly
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The Analysis of the Line Pattern of Nonlinear Winding Filament on FRP Composite Air Vessel Resisting High Pressure
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作者 WANG Zhihui ZHANG Jifa WANG Bingshan School of Mechatronic Engineering,Wuhan University of Technology,Wuhan 430070,China, 《武汉理工大学学报》 CAS CSCD 北大核心 2006年第S3期899-902,共4页
The FW process is a prefect method of manufacturing FRP composite air vessel resisting high pressure and aerial press vessel.In this paper FW pattern of FRP composite air vessel resisting high pressure was analyzed in... The FW process is a prefect method of manufacturing FRP composite air vessel resisting high pressure and aerial press vessel.In this paper FW pattern of FRP composite air vessel resisting high pressure was analyzed in a nutshell.The stability of FW patterns on end head is very sensitive to changing of pattern parameter.Consequently,its FW pattern was based on geodesic track.The FW angles and on equators depend on the dimension of end part and the condition of geodesic FW.Generally speaking, the polar holes of rocket engine shell are disproportional.Therefore,the FW angles of the shell column are changeable.The feasi- bility of nongeodesic FW of the shell column was discussed in this paper.Furthermore,it expounded the indispensable condition be- tween the length of shell column and the FW friction coefficient.At the same time,the general mathematic models of the movement control of nongeodesic FW were deduced. 展开更多
关键词 COMPOSITE air VESSEL resisting high pressure FILAMENT windING LINE pattern
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TYPICAL ANOMALOUS WIND STRESS PATTERNS IN TROPICAL PACIFIC ASSOCIATED WITH EL NINO/SOUTHERN OSCILLATION
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作者 杨修群 邵慧 《Journal of Tropical Meteorology》 SCIE 1998年第1期38-46,共9页
Based on years of month-to-month observations of sea surface temperature anomaly (SSTA) and wind stress anomaly, typical wind stress patterns in the tropical Pacific associated with ENSO are Studied with the technique... Based on years of month-to-month observations of sea surface temperature anomaly (SSTA) and wind stress anomaly, typical wind stress patterns in the tropical Pacific associated with ENSO are Studied with the techniques of linear regression and EOF analysis. The anomalous field, which is linearly correlated with ENSO, is found to be varying at low frequencies on the temporal scale and to be in four typical patterns of distribution horizontally.Pattern 1 is of the easterly anomaly and wind stress divergence in the equatorial region east of the date line. Pattern 2 is of the westerly anomaly and wind sttess convergence in the equatorial region east of the date line. Pattern 3 is of the westerly anomaly and wind stress convergence south of the Equator but east of the data line, with the easterly anomaly west of it. Pattern 4 is of the weak easerly anomaly east 160°W and the westerly anomaly west of 160°W. Wind stress fields linearly independent of ENSO are of a high-frequency process with a typical pattern off the Equator that has a large horizontal amplitude. Using an ocean anomaly-forcing model with the regressed wind stress anomaly field that is associated with ENSO, principal signals of ENSO are reproduced. It indicates the fundamental nature of the typical wind field anomaly patterns revealed for the genesis of El Nino. 展开更多
关键词 sea surface temperature ANOMALY wind stress ANOMALY patternS ENSO
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Relationship Between Watershed Landscape Pattern Change and Runoff-Sediment in Wind-Water Erosion Crisscross Region 被引量:2
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作者 WANG Jinhua ZHANG Ronggang +2 位作者 JIN Lijun YAO Wenyi LI Zhanbin 《Journal of Landscape Research》 2017年第5期53-58,共6页
This paper selected the typical wind-water erosion crisscross region Xiliugou watershed for research to reveal the impact of the landscape pattern change of the underlying surface in wind-water erosion crisscross regi... This paper selected the typical wind-water erosion crisscross region Xiliugou watershed for research to reveal the impact of the landscape pattern change of the underlying surface in wind-water erosion crisscross region where soil erosion is most serious on rainfall and runoff as well as erosion and sediment.Based on the Landsat TM image data and measured data of runoff-sediment in that watershed,the paper analyzed the characteristics of watershed landscape pattern change and runoff-sediment and explored the relationship between landscape index and runoff-sediment yield by means of GIS and Fragstats.The results were included as follows.(1)Grassland was the dominant landscape.In terms of the number of patches and area change rate,from 1985 to 2010,cultivated land,forest land and construction land were most stable,followed by unused land.Unused land,grassland and cultivated land experienced the most dramatic conversion and maximally affected by human activities.(2)The inter-annual difference between annual runoff and annual sediment load was significant.Compared with the annual sediment load,the trend of decreasing runoff was more obvious.The correlation coefficient of runoff-sediment was 0.67,representing a significant correlation.(3)There was a significant correlation between the landscape index and runoff-sediment.The runoff was negatively correlated with the largest patch index,patch cohesion index,aggregation index and contagion index,but positively correlated with landscape morphology index and landscape division index.And the sediment was negatively correlated with the contagion index,aggregation index and plaque cohesion index,but positively correlated with other landscape indexes.The results indicate that with the increase of the largest patch index,patch cohesion index and aggregation index,the rainfall infiltration capacity increase obviously and the soil erosion reduce significantly.Therefore,increasing the largest patch index,patch cohesion and aggregation index of the watershed landscape can enhance the function of water storage and soil conservation as well as ecological optimization in the windwater erosion crisscross region.The results can provide theoretical support for the ecological environment construction and comprehensive utilization of water and soil resources. 展开更多
关键词 wind-water erosion crisscross region Landscape pattern RUNOFF SEDIMENT Xiliugou Watershed
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Spatial pattern and utility of Populus euphratica seed rain:a simulation study combined with field investigations 被引量:1
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作者 HAO Peng LI Jing-wen +2 位作者 ZHOU Wei-lei LIU Qian-wen ZHANG Yu-bo 《Forestry Studies in China》 CAS 2012年第3期169-179,共11页
Seed dispersal is a fundamental process affecting destinies of seeds and seedlings, as well as regeneration dynamics and distribution patterns of communities. Recently however, declining Populus euphratica forests hav... Seed dispersal is a fundamental process affecting destinies of seeds and seedlings, as well as regeneration dynamics and distribution patterns of communities. Recently however, declining Populus euphratica forests have failed to regenerate by seeding, while the spatial pattern and utility of their seed rains are unclear. In this study, we designed a model to simulate seed rains based on field investigations by fitting our observations to a normal distribution and testing the model with data from three years, with ac- ceptable results. We examined the simulated results of dispersed seeds patterns on the classification of three factors, i.e., density of Sophora alopecuroides, surface soil moisture and surface soil salinity. The results of seed rain simulation show that over 70% of seeds were dispersed and confined to each of the three plots where their mother trees located. The proportion of 3:7 seeds dispersed inside and outside each plots remained largely unaltered. The differences in the amounts of dispersed seed among the different levels of each of the factors were not significant, although the distributing pattern of P. euphratica in each plot varied. Therefore, in P. eu- phratica communities, the amount of seed does not become a constraint in subsequent germination, although the surface environment does. We conclude that successful P. euphratica seed regeneration relies on less than 30% of seeds dispersed over longer distance to colonize favorable growth habitats. 展开更多
关键词 Populus euphratica forest seed rain spatial pattern UTILITY wind direction
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A Mathematical Model for the Geodesic Winding of Surfaces of Rotation
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作者 黄开榜 王永章 +2 位作者 富宏亚 初仁欣 孙国强 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1995年第4期35-37,共3页
Based on the theory of differential geometry, the geodesic equation of surfaces of rotation is derived and the mathematical model for geodesic winding of surfaces of rotation is established. It is the theoretical foun... Based on the theory of differential geometry, the geodesic equation of surfaces of rotation is derived and the mathematical model for geodesic winding of surfaces of rotation is established. It is the theoretical foundation of combination winding. 展开更多
关键词 ss: FILAMENT windING GEODESIC MOVEMENT pattern
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Development of Computer Simulation System for the Winding of Toroidal Pressure Vessels
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作者 ZU Lei HE Qin-xiang LI Fu-an 《Computer Aided Drafting,Design and Manufacturing》 2006年第2期65-70,共6页
The pattern for filament wound toroidal vessels derived from differential geometry is presented. The pattern design and optimization procedure was put forward according to imposed design requirements. The mathematical... The pattern for filament wound toroidal vessels derived from differential geometry is presented. The pattern design and optimization procedure was put forward according to imposed design requirements. The mathematical model and movement equations of winding torns are obtained by analytic geometry. A computer simulation system of filament winding process based on optimal pattern design was developed to verify the correctness and practicability of the winding pattern. The optimum pattern and winding simulation were performed by this system. The simulation results show that the pattern satisfies both winding principles and structural optimization. The recommended design-oriented method can be applied to the preliminary design of filament wound toroidal vessels. 展开更多
关键词 filament winding toroidal vessels winding pattern optimal design pattern simulation
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螺旋桨驱动用低速大扭矩电机扁线绕组应用探索
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作者 钱儿 鞠宇宁 +2 位作者 刘慧聪 赵祥民 王洪武 《微特电机》 2024年第10期26-30,36,共6页
针对低空航空器螺旋桨用低速大扭矩推进电机的使用需求,从绕组形式选取方面着手开展圆线方案与扁线方案综合对比分析。结果显示,扁线方案的散热性能更佳,但在设计加工、电磁性能、整机质量和效率方面不及圆线方案。分析结果可为低速大... 针对低空航空器螺旋桨用低速大扭矩推进电机的使用需求,从绕组形式选取方面着手开展圆线方案与扁线方案综合对比分析。结果显示,扁线方案的散热性能更佳,但在设计加工、电磁性能、整机质量和效率方面不及圆线方案。分析结果可为低速大扭矩电机设计者在绕组选型、极槽组合等方面的选取提供参考。 展开更多
关键词 航空器 低速大扭矩 绕组形式 扁线绕组
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Criterion of aerodynamic performance of large-scale offshore horizontal axis wind turbines
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作者 程兆雪 李仁年 +1 位作者 杨从新 胡文瑞 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2010年第1期13-20,共8页
With the background of offshore wind energy projects, this paper studies aerodynamic performance and geometric characteristics of large capacity wind turbine rotors (1 to 10 MW), and the main characteristic paramete... With the background of offshore wind energy projects, this paper studies aerodynamic performance and geometric characteristics of large capacity wind turbine rotors (1 to 10 MW), and the main characteristic parameters such as the rated wind speed, blade tip speed, and rotor solidity. We show that the essential criterion of a high- performance wind turbine is a highest possible annual usable energy pattern factor and a smallest possible dimension, capturing the maximum wind energy and producing the maximum annual power. The influence of the above-mentioned three parameters on the pattern factor and rotor geometry of wind turbine operated in China's offshore meteoro- logical environment is investigated. The variation patterns of aerodynamic and geometric parameters are obtained, analyzed, and compared with each other. The present method for aerodynamic analysis and its results can form a basis for evaluating aerodynamic performance of large-scale offshore wind turbine rotors. 展开更多
关键词 offshore wind energy project horizontal axis wind turbine rotor aerody-namic design annual usable energy pattern factor power coefficient wind turbine rotor wind turbine blade
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基于PRPD和PSA谱图的大电机主绝缘典型绝缘缺陷局部放电特性分析
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作者 王瑞珏 张鹏宇 +2 位作者 王伟 张亦凌 康爱亮 《绝缘材料》 CAS 北大核心 2024年第11期119-126,共8页
大电机主绝缘在运行过程中会产生多种绝缘缺陷,仅利用局部放电相位(PRPD)谱图无法全面反映绝缘缺陷的特性。本文在实验室环境下模拟了内部气隙、槽内线圈磨损、端部半导体涂层及防晕层交叠部位故障、表面污染等4种典型的绝缘缺陷,并在... 大电机主绝缘在运行过程中会产生多种绝缘缺陷,仅利用局部放电相位(PRPD)谱图无法全面反映绝缘缺陷的特性。本文在实验室环境下模拟了内部气隙、槽内线圈磨损、端部半导体涂层及防晕层交叠部位故障、表面污染等4种典型的绝缘缺陷,并在屏蔽室提取其放电信息,分别绘制PRPD谱图及脉冲序列分析(PSA)谱图,结合不同电压等级下PRPD谱图及PSA谱图特性,对典型绝缘缺陷的放电特征进行分析。结果表明:综合考虑PRPD谱图的对称性、放电幅值、谱图包络线形状等特性及PSA谱图的放电簇数量、放电簇分布位置、放电簇形状等特性,可以较为准确地对4种典型绝缘缺陷进行识别。 展开更多
关键词 定子绕组 绝缘缺陷 PRPD谱图 PSA谱图
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熄风化痰止眩汤联合悬灸治疗风痰上扰型后循环缺血性眩晕的临床研究
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作者 朱建 王缘 +1 位作者 桑穆惠 范涛 《吉林中医药》 2024年第1期101-105,共5页
目的探讨熄风化痰止眩汤联合悬灸对风痰上扰型后循环缺血性眩晕患者的治疗效果。方法选取2020年5月-2023年5月江阴市中医院脑病科中医收治的81例风痰上扰型后循环缺血性眩晕患者作为研究对象,按随机数表法分为3组,各27例。其中中药组患... 目的探讨熄风化痰止眩汤联合悬灸对风痰上扰型后循环缺血性眩晕患者的治疗效果。方法选取2020年5月-2023年5月江阴市中医院脑病科中医收治的81例风痰上扰型后循环缺血性眩晕患者作为研究对象,按随机数表法分为3组,各27例。其中中药组患者服用熄风化痰止眩汤,悬灸组患者采用悬灸治疗,联合组患者采用熄风化痰止眩汤及悬灸联合治疗。各组治疗周期为4周,比较2组患者的临床疗效、眩晕症状评分[Berg平衡表(BBS)评分、眩晕评估评分量表(DARS)]、脑血流速度[椎基底动脉(BA)、左椎动脉(LVA)和右椎动脉(RVA)]、中医症状积分。结果3组患者治疗后的各指标均优于治疗前。联合组的总有效率为92.60%(25/27),中药组为70.37%(19/27),悬灸组为74.07%(20/27),联合组的疗效明显优于中药组和悬灸组,差异有统计学意义(P<0.05)。联合组的BBS评分明显高于中药组和悬灸组,而DARS评分显著低于中药组和悬灸组(P<0.05);联合组BA、LVA、RVA明显高于中药组和悬灸组(P<0.05);中医症状积分在联合组明显低于中药组和悬灸组(P<0.05)。结论熄风化痰止眩汤联合悬灸治疗风痰上扰型后循环缺血性眩晕患者,可显著提高治疗效果,改善患者后循环血流和眩晕症状,具有明显优势。 展开更多
关键词 风痰上扰型后循环缺血性眩晕 熄风化痰止眩汤 悬灸 临床研究
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风流扰动下露天矿土质路面粉尘运移规律研究
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作者 王来贵 王逸腾 赵娜 《中国安全生产科学技术》 CAS CSCD 北大核心 2024年第7期121-129,共9页
为降低露天矿土质路面粉尘质量浓度,提高清洁生产水平,采用气固两相流理论,建立粉尘颗粒起动模型,分析粉尘起动风速及变化规律,利用实验研究进行验证,并确立粉尘运移规律以及运动形式,选取正交实验极差分析各因素对起尘量影响显著性。... 为降低露天矿土质路面粉尘质量浓度,提高清洁生产水平,采用气固两相流理论,建立粉尘颗粒起动模型,分析粉尘起动风速及变化规律,利用实验研究进行验证,并确立粉尘运移规律以及运动形式,选取正交实验极差分析各因素对起尘量影响显著性。研究结果表明:粉尘起动风速与粉尘粒径、含水率、负荷均有函数关系;起尘量在粒径、含水率、负荷、风速4种因素下呈现不同变化规律,与粒径、风速均呈非线性关系,与含水率呈负相关,与粉尘负荷呈正相关,影响显著性为:粒径>负荷>风速>含水率;粉尘运动形式与风速和粒径相关,在5 m/s风速下,(0,75]μm粒径粉尘易做悬浮运动,(75,500]μm粒径粉尘易做跳跃运动,(500,1000]μm粒径粉尘易做蠕移运动。研究结果可为降尘措施提供理论指导。 展开更多
关键词 露天矿 土质路面 起动风速 起尘量 运动方式
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“新八髎”针刺联合督脉刺络放血拔罐治疗慢性荨麻疹的临床研究
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作者 胡晔 李钰 +1 位作者 王钏 周利 《针灸临床杂志》 2024年第8期17-21,共5页
目的:探究“新八髎”针刺联合督脉刺络放血拔罐治疗慢性荨麻疹的临床研究。方法:将2021年1月—2022年6月期间就诊的血虚风燥型慢性荨麻疹患者随机分为观察组和对照组,各60例。对照组接受督脉刺络放血拔罐治疗,观察组接受“新八髎”针刺... 目的:探究“新八髎”针刺联合督脉刺络放血拔罐治疗慢性荨麻疹的临床研究。方法:将2021年1月—2022年6月期间就诊的血虚风燥型慢性荨麻疹患者随机分为观察组和对照组,各60例。对照组接受督脉刺络放血拔罐治疗,观察组接受“新八髎”针刺联合督脉刺络放血拔罐治疗,均连续治疗3个月。比较两组临床疗效和治疗后12个月时的复发情况,比较治疗前和治疗后12个月时的中医症候积分、荨麻疹控制情况[荨麻疹控制评分(UCT)]、炎症因子水平和生活质量[中国版慢性荨麻疹生活质量问卷(CU-Q2oL)]评分。结果:观察组的总有效率显著高于对照组(P<0.05),观察组的复发率显著低于对照组,差异具有统计学意义(P<0.05)。治疗后12个月时,两组患者的中医症候积分、CRP、IL-4、IL-17和CU-Q2oL评分较治疗前显著降低,且观察组低于同期对照组,差异有统计学意义(P<0.05);两组患者的UCT评分较治疗前显著提高,且观察组高于同期对照组,差异有统计学意义(P<0.05)。结论:“新八髎”针刺联合督脉刺络放血拔罐治疗血虚风燥型慢性荨麻疹具有显著的疗效,可以有效缓解症状,降低患者体内炎症因子的水平,显著改善患者的生活质量,有效避免复发情况。 展开更多
关键词 慢性荨麻疹 血虚风燥型 新八髎 针刺 督脉 刺络放血
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毛以林教授运用经络辨证治疗项痹经验
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作者 谭雄 郭睿 +2 位作者 董朝阳 宾晓芳 毛以林 《湖南中医药大学学报》 CAS 2024年第4期664-668,共5页
经络辨证是中医学辨证理论体系中重要的辨证方法。毛以林教授临床善于运用经络辨证治疗各种复杂病证,认为项痹的经络辨证多与足太阳膀胱经、手太阳小肠经、足少阳胆经、手少阳三焦经、足少阴肾经及督脉密切相关。基本病机主要有寒侵太... 经络辨证是中医学辨证理论体系中重要的辨证方法。毛以林教授临床善于运用经络辨证治疗各种复杂病证,认为项痹的经络辨证多与足太阳膀胱经、手太阳小肠经、足少阳胆经、手少阳三焦经、足少阴肾经及督脉密切相关。基本病机主要有寒侵太阳、营卫凝遏;少阳气郁、气血失和;肾虚失养、髓减骨空;督阳不振,筋懈骨惰。治疗上以祛风散寒、温经止痛;和解气郁、疏利经气;补肾壮骨、填精益髓;温振督阳、益肾补督。随证治之,疗效颇佳。 展开更多
关键词 项痹 经络辨证 祛风散寒 和解气郁 填精益髓 温振督阳 毛以林
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基于《扁鹊心书》浅析窦材辨治风病特色
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作者 李铭语 付姝菲 《湖南中医药大学学报》 CAS 2024年第10期1898-1903,共6页
窦材为宋代燕赵名医,研究其辨治风病的特色对于临床有重要指导意义。窦材的主要著作《扁鹊心书》分上、中、下三卷,另附神方一卷,所载风病相关篇目19篇、方剂30首、灸法配穴16组。窦材在风病治疗中重视虚实辨证,发展《黄帝内经》以及道... 窦材为宋代燕赵名医,研究其辨治风病的特色对于临床有重要指导意义。窦材的主要著作《扁鹊心书》分上、中、下三卷,另附神方一卷,所载风病相关篇目19篇、方剂30首、灸法配穴16组。窦材在风病治疗中重视虚实辨证,发展《黄帝内经》以及道家的重阳思想,提倡以温补之法施治风病;明辨邪犯经络,重视病邪所客脏腑,并对应选取相应五藏背俞穴施治;主张以灸艾的方式治疗多种风病,常以针、药、灸联用,并强调根据病情缓急选择适合患者的治疗方法。总结窦材对于风病的辨治特色及学术思想,以期为现代中医的临床辨治提供借鉴和启示。 展开更多
关键词 《扁鹊心书》 窦材 风病 虚实辨证 重阳思想
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基于国家专利的中药复方治疗癫痫的数据挖掘研究
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作者 黄海闻 胡嘉婧 +3 位作者 张怡 陈韶兰 黄千芊 高敏 《中国药师》 CAS 2024年第7期1220-1230,共11页
目的基于数据挖掘研究中药复方专利治疗癫痫的用药及配伍规律。方法通过查询国家知识产权局专利公布网站中治疗癫痫的中药复方专利数据,运用Excel、Origin 2021、R 4.3.1、Cytoscape 3.9.1等软件进行描述性分析、关联规则分析、聚类分... 目的基于数据挖掘研究中药复方专利治疗癫痫的用药及配伍规律。方法通过查询国家知识产权局专利公布网站中治疗癫痫的中药复方专利数据,运用Excel、Origin 2021、R 4.3.1、Cytoscape 3.9.1等软件进行描述性分析、关联规则分析、聚类分析和计算相关拓扑学属性值进行构建核心复杂网络。结果纳入治疗癫痫的中药复方专利共346项,涉及中药738味,用药频次前5味的中药分别是石菖蒲、天麻、全蝎、僵蚕、钩藤。药物类别以平肝息风药为主,聚类分析共得到2大类药物组合,共现网络得到核心组合石菖蒲-全蝎-天麻-僵蚕-钩藤;关联规则得到数据23条。结论本研究揭示了治疗癫痫的主要特点,即以平肝熄风、息风止痉、宁心安神为主的治疗方向结合与活血化瘀、健脾化痰等个体化的辩证诊治策略。这一发现旨在为中医药临床治疗癫痫提供了参考和借鉴价值。 展开更多
关键词 数据挖掘 癫痫 中药复方 用药和配伍规律 祛风止痉药 平肝息风止痉 专利
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面向数据隐私保护的分布式多风电场短期功率预测
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作者 郑杰 牛哲文 +2 位作者 韩肖清 陈武晖 武宇翔 《太原理工大学学报》 北大核心 2024年第1期102-110,共9页
【目的】基于集中式数据的深度学习可以有效提高风功率的预测精度,但数据泄露带来的严重后果令各风电场不断重视自身数据的保密,对数据驱动的风功率预测方法造成阻碍。【方法】针对上述问题,提出一种面向数据隐私保护的分布式多风电场... 【目的】基于集中式数据的深度学习可以有效提高风功率的预测精度,但数据泄露带来的严重后果令各风电场不断重视自身数据的保密,对数据驱动的风功率预测方法造成阻碍。【方法】针对上述问题,提出一种面向数据隐私保护的分布式多风电场短期功率预测方法,利用横向联邦学习(federated learning,FL)框架完成对风电场的功率预测任务。首先,多个风电场采用分布训练方式,利用时序模式注意力(temporal pattern attention,TPA)机制和长短期记忆(long short-term memory,LSTM)网络组合成TPA-LSTM本地模型完成本地数据训练;再将这些本地模型的参数进行聚合处理,同时引入模型上传权重值,提高拟合效果好的本地模型的贡献率;最后实现全局模型参数的更新。【结果】实验结果证明,提出的方法在保证风电场数据隐私的前提下,获得的全局模型在多场景下具有良好的预测性能和泛化能力。 展开更多
关键词 数据隐私 横向联邦学习 长短期记忆网络 时序模式注意力 功率预测
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分体空调室外机废弃风能分布特征的实验研究
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作者 廖国良 江燕涛 +3 位作者 李昊琰 卢裕昌 张竣钦 张铿然 《自动化应用》 2024年第9期74-77,共4页
在我国“双碳”政策的驱动下,可再生能源地有效利用成为备受关注的话题。通过在分体空调室外机上设置不同测量点,测量室外机产生的废弃风能,获得了室外机风能在空间的分布规律曲线及拟合函数。研究表明,室外机产生的风能受测量点与空调... 在我国“双碳”政策的驱动下,可再生能源地有效利用成为备受关注的话题。通过在分体空调室外机上设置不同测量点,测量室外机产生的废弃风能,获得了室外机风能在空间的分布规律曲线及拟合函数。研究表明,室外机产生的风能受测量点与空调外机风扇中心点距离的影响,随该距离的增大呈抛物线的变化规律。其可为有效回收室外机废弃风能提供相对最佳的空间位置,为可再生能源的利用提供新颖的角度。 展开更多
关键词 余能回收 空调室外机 风力发电 风能分布规律
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基于威布尔分布的风功率密度计算方法比较 被引量:2
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作者 李化 《南方能源建设》 2024年第1期33-41,共9页
[目的]风功率密度是风资源评估重要参数之一,准确地计算风功率密度有赖于风频威布尔分布拟合的准确性,对它进行正确地分析和评估有助于降低投资风险和提高投资决策的可靠性。针对目前风资源评估缺少威布尔分布拟合准确性方面的研究,文... [目的]风功率密度是风资源评估重要参数之一,准确地计算风功率密度有赖于风频威布尔分布拟合的准确性,对它进行正确地分析和评估有助于降低投资风险和提高投资决策的可靠性。针对目前风资源评估缺少威布尔分布拟合准确性方面的研究,文章旨通过研究比较那种威布尔分布拟合具有较高的精度,从而提高风资源评估的准确性。[方法]对目前国内外采用的5种威布尔模拟风频分布的方法进行研究,引入决定系数来确定威布尔模拟的准确度,比较威布尔函数计算风功率密度与实测数据计算风功率密度绝对误差和相对误差大小。[结果]结果表明:能量因子法EPF和最大似然法MLE模拟出来的威布尔拟合决定系数高于其他方法,包括经验法(EPJ和EPL)和最小二乘法(LLSA)。用这两种方法所得的参数计算风功率密度,与实测数据计算所得的风功率密度相比较,其绝对误差和相对误差也小于其他3种方法。[结论]研究结果可为风资源评估时选择何种威布尔方法计算风功率密度提供参考依据,客观地反应风电场风资源情况,提高风资源评估的准确性。 展开更多
关键词 威布尔分布 风功率密度 能量因子EPF法 最大似然法MLE 决定系数
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白鹤滩水电站干季偏北大风环流形势分析和客观判识
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作者 孟思彤 尹晔 +2 位作者 白爱娟 刘皓 郑自君 《气象》 CSCD 北大核心 2024年第10期1243-1255,共13页
基于2018—2020年11月至次年4月金沙江下游峡谷区139次干季偏北大风天气个例开展大风天气环流形势的分析,并参考Lamb-Jenkinson方法建立客观判识条件,并对判识条件进行检验和修正。获得以下结论:选择水电站15次典型偏北大风天气,通过对... 基于2018—2020年11月至次年4月金沙江下游峡谷区139次干季偏北大风天气个例开展大风天气环流形势的分析,并参考Lamb-Jenkinson方法建立客观判识条件,并对判识条件进行检验和修正。获得以下结论:选择水电站15次典型偏北大风天气,通过对环流形势特征分析,将影响大风的高空环流概括为:南支槽型、高原槽型和横槽型。15次个例中南支槽型和高原槽型均出现了6次,横槽型出现了3次。基于Lamb-Jenkinson方法的环流特征参数分析,确定了干季大风环流客观判识的关键区和初步判识条件。南支槽型和高原槽型判识条件为关键区地转风纬向分量u>10 dagpm/10°(经度),且与经向分量v的差(u-v)>10 dagpm/10°(经度),同时地转涡度ξ>0 dagpm/10°;横槽型判识条件为关键区u<20 dagpm/10°(经度),且要求ξ>u。另选取2021年干季14次大风个例检验以上环流判识条件,发现有11次准确识别出环流类型。根据未识别出环流类型的原因,对u和u-v的阈值进行修正,结果表明修正后的判识条件准确可行。最终建立的环流形势客观判识方法可为白鹤滩水电站大风预警提供参考。 展开更多
关键词 白鹤滩水电站 干季偏北大风 环流形势 客观分型
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