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Research and Practice of Long- term Mechanism of Highlighting the Local Industry Characteristics of the Garden Engineering and Technical Expertise Internship
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作者 ZHOU Yiping 《International English Education Research》 2017年第6期97-100,共4页
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The Long-Term Effective Mechanism of Rural Poverty Alleviation in China from the Perspective of Ecological Management 被引量:1
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作者 LIANG Jun-si Teaching and Research Department of Ideological and Political Theory Courses,Gannan Medical University,Ganzhou 341000,China 《Asian Agricultural Research》 2010年第8期31-35,39,共6页
Based on the ecological environmental situation of poverty-stricken areas in China and the domestic and foreign research results,the long-term effective mechanism of sustainable poverty alleviation in China is establi... Based on the ecological environmental situation of poverty-stricken areas in China and the domestic and foreign research results,the long-term effective mechanism of sustainable poverty alleviation in China is established(the ideological premise is ecological culture,the material base is ecological economy and the basic guarantee is ecological system) from the perspective of ecological management.To be specific,ecological culture,the ideological premise of rural sustainable poverty alleviation in China,includes two aspects:the first one is upholding the Marxism,passing on the Chinese traditional ecological wisdom and fostering ecological consciousness;the second one is mirroring the thought of western modern ecological ethics,emphasizing ecological criticism and redoubling the ecological education.As for ecological economy,the material guarantee for sustainable poverty alleviation in Chinese rural poverty-stricken areas,also contents two aspects.The first one is promoting the way of "clean production" and developing ecological industry;the second one is building ecological concept of consumption and establishing the ecological lifestyle.In addition,ecological system,the basic guarantee of sustainable poverty alleviation in Chinese rural poverty-stricken areas,covers three terms.The first one is implementing the ecological policies and stipulating ecological plan;the second one is establishing perfect ecological legislation and ecological system and intensifying their implementation;the third one is enforcing ecological management in the process of sustainable poverty alleviation.Through the establishment of the above mechanism,we look forward to realizing sustainability of economic development and poverty alleviation effects in the process of poverty alleviation in Chinese rural areas,as well as ecological management of the poverty-stricken areas. 展开更多
关键词 ECOLOGICAL MANAGEMENT RURAL areas SUSTAINABLE pove
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Countermeasures for Establishing a Long-term Security Mechanism for Landless Farmers
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作者 Jiefang ZHU 《Asian Agricultural Research》 2020年第1期25-27,31,共4页
In the process of urbanization,farmers will inevitably lose their land,which is resulted from the large-scale requisition of rural collective land.The imperfect social security system in rural areas has resulted in a ... In the process of urbanization,farmers will inevitably lose their land,which is resulted from the large-scale requisition of rural collective land.The imperfect social security system in rural areas has resulted in a large number of landless farmers being transformed into urban poor people.Therefore,proper resettlement of landless farmers and the establishment of a long-term security mechanism for ensuring the basic livelihood of landless farmers are important issues that need to be resolved in the process of China’s social and economic development. 展开更多
关键词 Landless FARMERS long-term SECURITY mechanism COUNtermEASURES
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Building Indoor Dangerous Behavior Recognition Based on LSTM-GCN with Attention Mechanism 被引量:1
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作者 Qingyue Zhao Qiaoyu Gu +2 位作者 Zhijun Gao Shipian Shao Xinyuan Zhang 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第11期1773-1788,共16页
Building indoor dangerous behavior recognition is a specific application in the field of abnormal human recognition.A human dangerous behavior recognition method based on LSTM-GCN with attention mechanism(GLA)model wa... Building indoor dangerous behavior recognition is a specific application in the field of abnormal human recognition.A human dangerous behavior recognition method based on LSTM-GCN with attention mechanism(GLA)model was proposed aiming at the problem that the existing human skeleton-based action recognition methods cannot fully extract the temporal and spatial features.The network connects GCN and LSTMnetwork in series,and inputs the skeleton sequence extracted by GCN that contains spatial information into the LSTM layer for time sequence feature extraction,which fully excavates the temporal and spatial features of the skeleton sequence.Finally,an attention layer is designed to enhance the features of key bone points,and Softmax is used to classify and identify dangerous behaviors.The dangerous behavior datasets are derived from NTU-RGB+D and Kinetics data sets.Experimental results show that the proposed method can effectively identify some dangerous behaviors in the building,and its accuracy is higher than those of other similar methods. 展开更多
关键词 Human skeleton building indoor dangerous behaviors recognition graph convolution network long short term memory network attention mechanism
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Could Long-Term Stability Last Forever?
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作者 Maria K. Koleva 《Journal of Modern Physics》 CAS 2023年第4期450-460,共11页
The subject of the present paper is to prove that the recently introduced conjecture of boundedness puts a ban over the view of stability as asymptotic property. This result comes in sharp contrast with the prescripti... The subject of the present paper is to prove that the recently introduced conjecture of boundedness puts a ban over the view of stability as asymptotic property. This result comes in sharp contrast with the prescription of the traditional thermodynamics and statistical physics which consider the existence of equilibrium as asymptotic property of all systems. The difference commences from the use of infinitesimal calculus as the basic implement for modelling by the latter while the primary premise of the conjecture of boundedness is sustaining the energy/matter/information permanently bounded and finite. The latter property overrules the infinitesimal calculus as the major implement of modelling because, among all, it is proven that the traditional one suffers unsoluble difficulties. 展开更多
关键词 long-term Stability Equilibrium Infinitesimal Calculus BOUNDEDNESS Decomposition Theorem Certain Information Universal mechanism for Collapse
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MICROSTRUCTURE AND MECHANICAL PROPERTIES OF Fe-Ni-Co-BASE SUPERALLOY AFTER LONGTERM AGING AT 650℃ 被引量:2
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作者 WANG Shuhe GUO Jianting LAI Wanhui GE Yunlong TAN Minghui LI Hui Institute of Metal Research,Academia Sinica,Shenyang,China 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 1991年第3期194-198,共5页
The microstructure and mechanical properties of a Ni-Fe-Co base superalloy with lowthermal expansion coefficient after aging at 650℃ for 200,500,1000 and 2000 h have beeninvestigated.It was found that they are stable... The microstructure and mechanical properties of a Ni-Fe-Co base superalloy with lowthermal expansion coefficient after aging at 650℃ for 200,500,1000 and 2000 h have beeninvestigated.It was found that they are stable at 650℃.This alloy is believed to.fill the re-quirements for long time service to aircraft engine. 展开更多
关键词 SUPERALLOY MICROSTRUCTURE mechanical PROPERTY long-term AGING
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Alkali-Silica Reaction Inhibited by LiOH and Its Mechanism 被引量:2
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作者 莫祥银 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2003年第1期13-16,共4页
A high alkali reactive aggregate zeolitization perlite was used to test the long term effectiveness of LiOH in inhibiting alkali silica reaction.In this paper,the rigorous conditions were designed that the mortar bars... A high alkali reactive aggregate zeolitization perlite was used to test the long term effectiveness of LiOH in inhibiting alkali silica reaction.In this paper,the rigorous conditions were designed that the mortar bars had been cured at 80℃ for 3 years after autoclaved 24 hours at 150℃.Under this condition,LiOH was able to inhibit the alkali silica reaction long term effectiveness.Not only the relationship between the molar ratio of n(Li)/(Na) and the alkali contents in systems was established, but also the governing mechanism of such effects was also studied by SEM. 展开更多
关键词 碱金属-硅反应 化学反应 长时间反应 ASR LiOH 氢氧化锂 反应机制
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Research on Rigid-flexible Coupling Dynamics of Flexible Cone-probe Docking Mechanism
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作者 HAN Wei JIANG Zhijie +1 位作者 HUANG Yiyong CHEN Xiaoqian 《空间科学学报》 CAS CSCD 北大核心 2019年第5期684-693,共10页
In this paper,a new kind of flexible cone composed of the thin-walled plates based on space probecone docking mechanism for small-sized spacecraft is presented.The theoretical model of docking impact dynamics,which ta... In this paper,a new kind of flexible cone composed of the thin-walled plates based on space probecone docking mechanism for small-sized spacecraft is presented.The theoretical model of docking impact dynamics,which takes into account the additional stiffness terms,is derived based on Lagrange Analytical Mechanics theory and Hertz contact theory.Finite element method is employed for the discretization of the thin-walled plate.The results show that the traditional dynamic model without considering the additional stiffness terms will be difficult to reach steady state.The method proposed in this paper can correctly predict the dynamic behavior of the system. 展开更多
关键词 Probe-cone DOCKING mechanism FLEXIBLE CONE FEM Impact dynamics Additional STIFFNESS term
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MICROSTRUCTURES AND PROPERTIES OF DZ40M Co-BASED SUPERALLOY AFTER LONG-TERM AGEING AT 850℃
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作者 Jiang Wenhui , , Yao Xiangdong , Guan Hengrong and Hu Zhuangqi Institute of Metal Research, Chinese Academy of Sciences, Shenyang 110015, P. R. China Department of Metal Meterials Engineering, Shenyang Polytechnic University, Shenyang 《中国有色金属学会会刊:英文版》 CSCD 1998年第4期86-90,共5页
INTRODUCTIONDZ40MisanewlydevelopeddirectionalysolidifiedcobaltbasedsuperaloybasedonconventionalX40.Compare... INTRODUCTIONDZ40MisanewlydevelopeddirectionalysolidifiedcobaltbasedsuperaloybasedonconventionalX40.ComparedwithX40,ithasahi... 展开更多
关键词 directional SOLIDIFICATION Co based SUPERALLOY long term ageing mechanical property
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A Hybrid Handover Forecasting Mechanism Based on Fuzzy Forecasting Model in Cellular Networks 被引量:1
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作者 Hua Qu Yanpeng Zhang +2 位作者 Jihong Zhao Gongye Ren Weipeng Wang 《China Communications》 SCIE CSCD 2018年第6期84-97,共14页
As the increasing demand for mobile communications and the shrinking of the coverage of cells, handover mechanism will play an important role in future wireless networks to provide users with seamless mobile communica... As the increasing demand for mobile communications and the shrinking of the coverage of cells, handover mechanism will play an important role in future wireless networks to provide users with seamless mobile communication services. In order to guarantee the user experience, the handover decision should be made timely and reasonably. To achieve this goal, this paper presents a hybrid handover forecasting mechanism, which contains long-term and short-term forecasting models. The proposed mechanism could cooperate with the standard mechanisms, and improve the performance of standard handover decision mechanisms. Since most of the parameters involved are imprecise, fuzzy forecasting model is applied for dealing with predictions of them. The numerical results indicate that the mechanism could significantly decrease the rate of ping-pong handover and the rate of handover failure. 展开更多
关键词 预报机制 模糊预报 无线网络 混合 模型基 细胞 通讯服务 用户经验
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Long-term stability analysis of large-scale underground plant of Xiangjiaba hydro-power station 被引量:2
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作者 徐卫亚 聂卫平 +3 位作者 周先齐 石崇 王伟 冯树荣 《Journal of Central South University》 SCIE EI CAS 2011年第2期511-520,共10页
Numerical analysis of the optimal supporting time and long-term stability index of the surrounding rocks in the underground plant of Xiangjiaba hydro-power station was carried out based on the rheological theory. Firs... Numerical analysis of the optimal supporting time and long-term stability index of the surrounding rocks in the underground plant of Xiangjiaba hydro-power station was carried out based on the rheological theory. Firstly,the mechanical parameters of each rock group were identified from the experimental data; secondly,the rheological calculation and analysis for the cavern in stepped excavation without supporting were made; finally,the optimal time for supporting at the characteristic point in a typical section was obtained while the creep rate and displacement after each excavation step has satisfied the criterion of the optimal supporting time. Excavation was repeated when the optimal time for supporting was identified,and the long-term stability creep time and the maximum creep deformation of the characteristic point were determined in accordance with the criterion of long-term stability index. It is shown that the optimal supporting time of the characteristic point in the underground plant of Xiangjiaba hydro-power station is 5-8 d,the long-term stability time of the typical section is 126 d,and the corresponding largest creep deformation is 24.30 mm. While the cavern is supported,the cavern deformation is significantly reduced and the stress states of the surrounding rock masses are remarkably improved. 展开更多
关键词 向家坝水电站 稳定性分析 地下厂房 支护时间 岩石力学参数 蠕变变形 围岩稳定 最佳时间
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Long-term acupuncture treatment has a multitargeting regulation on multiple brain regions in rats with Alzheimer's disease:a positron emission tomography study 被引量:3
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作者 Yang-jia Lu Xiao-wen Cai +9 位作者 Gui-feng Zhang Yong Huang Chun-zhi Tang Bao-ci Shan Shao-yang Cui Jun-qi Chen Shan-shan Qu Zheng Zhong Xin-sheng Lai Genevieve Zara Steiner 《Neural Regeneration Research》 SCIE CAS CSCD 2017年第7期1159-1165,共7页
The acute effect of acupuncture on Alzheimer’s disease,i.e.,on brain activation during treatment,has been reported.However,the effect of long-term acupuncture on brain activation in Alzheimer’s disease is unclear.Th... The acute effect of acupuncture on Alzheimer’s disease,i.e.,on brain activation during treatment,has been reported.However,the effect of long-term acupuncture on brain activation in Alzheimer’s disease is unclear.Therefore,in this study,we performed long-term needling at Zusanli(ST36)or a sham point(1.5 mm lateral to ST36)in a rat Alzheimer’s disease model,for 30 minutes,once per day,for 30 days.The rats underwent 18F-fluorodeoxyglucose positron emission tomography scanning.Positron emission tomography images were processed with SPM2.The brain areas activated after needling at ST36 included the left hippocampus,the left orbital cortex,the left infralimbic cortex,the left olfactory cortex,the left cerebellum and the left pons.In the sham-point group,the activated regions were similar to those in the ST36 group.However,the ST36 group showed greater activation in the cerebellum and pons than the sham-point group.These findings suggest that long-term acupuncture treatment has targeted regulatory effects on multiple brain regions in rats with Alzheimer’s disease. 展开更多
关键词 正电子发射断层扫描 阿尔茨海默病 大鼠模型 针灸治疗 脑区 针刺治疗 脱氧葡萄糖 扫描图像
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The Anomaly Field of Subsurface Fluids and Its Formation and Evolution Mechanism Before Three Strong Earthquakes in the Northern North China Area
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作者 Che Yongtai, Yu Jinzi and Liu Wuzhou Institute of Geology, CSB, Beijing 100029, China 《Earthquake Research in China》 2000年第1期53-65,共13页
The data of pre-seismic subsurface fluid anomalies of such earthquakes as Datong-YanggaoM_s6.1 event on Oct.19,1989,western Baotou M_s6.4 event on May 3,1996 and Zhangbei-Shangyi M_s6.2 event on Jan.10,1998 are system... The data of pre-seismic subsurface fluid anomalies of such earthquakes as Datong-YanggaoM_s6.1 event on Oct.19,1989,western Baotou M_s6.4 event on May 3,1996 and Zhangbei-Shangyi M_s6.2 event on Jan.10,1998 are systematically collected and arranged.Then thefeatures of patterns,spatial distribution,time variation and time-spatial evolution of theseanomalies are compared and comprehensively analyzed.Then the formation and evolutionmechanism of medium-and short-term anomaly field of subsurface fluids in the northernNorth China area is proposed.The results show that the medium-term anomaly field is causedby regional tectonic activities,which further strengthen the local tectonic activities andpromote the formation and evolution of the seismic source body.The enhancement of loealtectonic activities causes the formation of anomaly field of short-term subsurface fluids,andthe evolution of source body engenders the source-precursor anomalies of subsurface fluids inthe epicenters at imminent stage. 展开更多
关键词 SUBSURFACE FLUIDS ANOMALY FIELD Medium- and SHORT-term mechanism
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基于注意力机制LSTM的电离层TEC预测
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作者 刘海军 雷东兴 +6 位作者 袁静 乐会军 单维锋 李良超 王浩然 李忠 袁国铭 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2024年第2期439-451,共13页
电离层总电子含量(Total Electron Content,TEC)的监测与预报是空间环境研究的重要内容,对卫星通讯和导航定位等有重要意义.TEC值影响因素较多,很难确定精确物理模型来对其进行预测.本文设计了基于注意力机制的LSTM模型(Att-LSTM),采用... 电离层总电子含量(Total Electron Content,TEC)的监测与预报是空间环境研究的重要内容,对卫星通讯和导航定位等有重要意义.TEC值影响因素较多,很难确定精确物理模型来对其进行预测.本文设计了基于注意力机制的LSTM模型(Att-LSTM),采用过去24小时TEC观测数据对未来TEC进行预测.选择北半球东经100°上,每2.5°纬度选择一个位置,共计36个位置来验证本文提出模型的性能,并与主流的深度学习模型如DNN、RNN、LSTM进行对比实验.取得了如下成果:(1)在选定的36个地区未来2小时单点预测上,基于本文的Att-LSTM模型的TEC预测性能明显优于其他对比模型;(2)讨论了纬度对Att-LSTM预测未来2小时TEC值时性能的影响,发现在北纬0°到60°之间,Att-LSTM预测性能随着纬度的升高而略有降低,在北纬62.5°~87.5°之间,模型预测性能出现扰动,预测效果略差;(3)讨论了磁暴期和磁静期模型的预测性能,发现无论是磁暴期还是磁静期,本文模型预测性能均较好;(4)还讨论了对未来多时点预测效果,实验结果表明,本文所提出的模型对未来2、4个小时的预测拟合度R-Square均超过0.95,预测结果比较可靠,对未来6、8、10个小时预测拟合度最高为0.7934,预测拟合度R-Square下降迅速,预测结果不可靠. 展开更多
关键词 注意力机制 长短期记忆神经网络 电离层 总电子含量
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基于CNN-SAEDN-Res的短期电力负荷预测方法
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作者 崔杨 朱晗 +2 位作者 王议坚 张璐 李扬 《电力自动化设备》 EI CSCD 北大核心 2024年第4期164-170,共7页
基于深度学习的序列模型难以处理混有非时序因素的负荷数据,这导致预测精度不足。提出一种基于卷积神经网络(CNN)、自注意力编码解码网络(SAEDN)和残差优化(Res)的短期电力负荷预测方法。特征提取模块由二维卷积神经网络组成,用于挖掘... 基于深度学习的序列模型难以处理混有非时序因素的负荷数据,这导致预测精度不足。提出一种基于卷积神经网络(CNN)、自注意力编码解码网络(SAEDN)和残差优化(Res)的短期电力负荷预测方法。特征提取模块由二维卷积神经网络组成,用于挖掘数据间的局部相关性,获取高维特征。初始负荷预测模块由自注意力编码解码网络和前馈神经网络构成,利用自注意力机制对高维特征进行自注意力编码,获取数据间的全局相关性,从而模型能根据数据间的耦合关系保留混有非时序因素数据中的重要信息,通过解码模块进行自注意力解码,并利用前馈神经网络回归初始负荷。引入残差机制构建负荷优化模块,生成负荷残差,优化初始负荷。算例结果表明,所提方法在预测精度和预测稳定性方面具有优势。 展开更多
关键词 短期电力负荷预测 卷积神经网络 自注意力机制 残差机制 负荷优化
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乡村生态振兴长效机制调查
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作者 文春波 孟超 +1 位作者 左孟迪 范福磊 《安徽农业科学》 CAS 2024年第2期257-259,271,共4页
设定了政府推动力、管理持续力、平台支撑力、生态自觉力、监督保障力5个方面指标,采用统计数据与现场调查相结合方式,开展河南省乡村生态振兴长效机制分析。结果显示,经济发展水平是影响乡村生态振兴长效机制的重要因素,乡村生态振兴... 设定了政府推动力、管理持续力、平台支撑力、生态自觉力、监督保障力5个方面指标,采用统计数据与现场调查相结合方式,开展河南省乡村生态振兴长效机制分析。结果显示,经济发展水平是影响乡村生态振兴长效机制的重要因素,乡村生态振兴长效机制不受地理区位影响,但存在明显的县域差异;政府对生态振兴投入较大关注,建立了生态振兴的基层执行机构,而农村居民的生态文明意识和生态自觉力有较大提升空间;乡村生活垃圾处理体系基本健全,而生活污水处理体系是突出短板。对此,提出乡村生态振兴长效机制的构建策略。 展开更多
关键词 乡村生态振兴 长效机制 调查
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黄土卸荷蠕变特性与典型开挖型黄土滑坡机理研究
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作者 王新刚 刘凯 +2 位作者 连宝琴 薛晨 罗力 《工程地质学报》 CSCD 北大核心 2024年第2期513-521,共9页
开挖卸荷是黄土滑坡的主要诱发因素之一,为深入研究黄土的卸荷蠕变特性与开挖型黄土滑坡的机理,本文选择典型开挖型黄土滑坡——榆林市上庄滑坡黄土作为研究对象,进行了一系列三轴卸荷蠕变试验,分析了卸荷对黄土蠕变特性的影响,并结合... 开挖卸荷是黄土滑坡的主要诱发因素之一,为深入研究黄土的卸荷蠕变特性与开挖型黄土滑坡的机理,本文选择典型开挖型黄土滑坡——榆林市上庄滑坡黄土作为研究对象,进行了一系列三轴卸荷蠕变试验,分析了卸荷对黄土蠕变特性的影响,并结合试验成果和数值模拟方法对开挖型黄土滑坡机理进行了揭示。三轴卸荷蠕变试验结果表明在卸荷条件下,卸荷应力水平越大,试样蠕变变形越大且达到稳定蠕变状态所需的时间就越长。初始固结应力越大,试样蠕变破坏所需卸荷值占围压的比例越小。利用等时曲线法求取了试样长期强度并计算出研究区黄土的长期黏聚力与长期内摩擦角值,引入长期强度折损率,并对瞬时强度与长期强度的规律进行了对比分析。数值模拟计算结果显示在坡脚开挖处形成了应变集中区,坡面由上至下的位移逐渐增大。相较于未开挖情况下,开挖后土体中卸荷应力明显增大,导致坡体蠕变变形增大,最终造成了坡体滑移。研究成果可为此类滑坡防治提供理论借鉴。 展开更多
关键词 开挖型滑坡 卸荷 蠕变 长期强度 机理
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早期目标导向活动对机械通气患者短期预后的应用研究
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作者 李桂芳 贾雪萍 +4 位作者 杨红晓 张桂珍 王亮 王金聪 杨星雨 《宁夏医学杂志》 CAS 2024年第3期222-225,共4页
目的探讨早期目标导向活动在重症加强护理病房(ICU)机械通气患者中应用的短期预后效果。方法采用便利抽样法,选取76例机械通气患者作为研究对象,以病区为单位,入住ICU A区的38例患者为对照组,实施常规康复护理方案;入住ICU B区的38例患... 目的探讨早期目标导向活动在重症加强护理病房(ICU)机械通气患者中应用的短期预后效果。方法采用便利抽样法,选取76例机械通气患者作为研究对象,以病区为单位,入住ICU A区的38例患者为对照组,实施常规康复护理方案;入住ICU B区的38例患者为实验组,采用Richmond躁动-镇静评分、标准化5问题问卷、ICU活动量表评估研究对象镇静程度、配合程度及ICU活动能力,实施早期目标导向活动。观察2组患者肌力及握力水平、ICU活动能力、机械通气时间及ICU住院时间。结果干预第4 d及出科前实验组肌力、握力及出科前的活动能力得分高于对照组(P<0.05);实验组机械通气时间及ICU住院时间短于对照组(P<0.05)。结论早期目标导向活动有助于提高机械通气患者的肌力、活动能力,缩短ICU停留时间,改善患者短期预后。未来可进一步随访,探究早期目标导向活动的远期效果,为早期目标导向活动的推广及应用提供临床指导。 展开更多
关键词 目标导向理论 早期活动 重症加强护理病房 机械通气 短期预后 肌力
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融合多源异构气象数据的光伏功率预测模型
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作者 谈玲 康瑞星 +1 位作者 夏景明 王越 《电子与信息学报》 EI CAS CSCD 北大核心 2024年第2期503-517,共15页
高精度光伏功率预测对提高电力系统运行效率具有重要意义。光伏功率受多种因素影响,其中云层的变化是最主要的不确定因素。传统光伏功率预测方法没有充分考虑云的3维结构和气象要素对光伏功率的影响。因此,该文提出一种融合多源异构气... 高精度光伏功率预测对提高电力系统运行效率具有重要意义。光伏功率受多种因素影响,其中云层的变化是最主要的不确定因素。传统光伏功率预测方法没有充分考虑云的3维结构和气象要素对光伏功率的影响。因此,该文提出一种融合多源异构气象数据的多源变量光伏功率预测模型(MPPM)。MPPM的核心包括时空条件扩散模型(STCDM)、注意力堆叠LSTM网络(ASLSTM)和多维特征融合模块(MFFM)。STCDM模型通过对2维卫星云图进行精确预测,消除了云层边界处的模糊现象。ASLSTM模型则提取了3维天气研究与预报模式(WRF)气象要素特征。MFFM模块将2维卫星云图特征和3维WRF气象要素特征进行融合,以得到未来1 h光伏功率预测结果。该文分别利用STCDM模型和MPPM模型开展卫星云图预测实验和光伏功率预测实验。实验结果显示,STCDM模型预测1 h内卫星云图的结构相似性指数(SSIM)达到0.914,MPPM模型预测1 h内光伏功率的相关系数(CORR)达到0.949,优于所有对比算法。 展开更多
关键词 多源数据 扩散模型 堆叠长短期记忆 注意力机制 特征提取
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公立医院高质量发展背景下医院运营管理工作的探索与思考
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作者 姚敏 孙燕楠 方嘉琨 《中国卫生标准管理》 2024年第2期39-42,共4页
加强运营管理是公立医院高质量发展的重要内容,也是实现公立医院高质量发展的必然要求。坚持和加强党对公立医院的全面领导,建立不断完善的运营管理体系和长效机制,健全运营管理人才学习培养机制,以智慧医院建设为契机,提高医院智慧运... 加强运营管理是公立医院高质量发展的重要内容,也是实现公立医院高质量发展的必然要求。坚持和加强党对公立医院的全面领导,建立不断完善的运营管理体系和长效机制,健全运营管理人才学习培养机制,以智慧医院建设为契机,提高医院智慧运营信息化管理水平,对公立医院高质量发展具有重要意义。 展开更多
关键词 公立医院 高质量发展 运营管理 全面领导 长效机制 智慧医院
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