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Leverage or crowd out:the National Independent Innovation Demonstration Zone policies and green innovation efficiency of enterprises
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作者 Haonan He Jiaxin Sun +2 位作者 Richard Samuel Freeman Dehong Li Shanyong Wang 《中国科学技术大学学报》 北大核心 2025年第1期32-44,31,I0001,共15页
The National Independent Innovation Demonstration Zone has been assigned the unique mission of demonstrating and leading national innovation and playing a key supportive role in enhancing green innovation.Based on the... The National Independent Innovation Demonstration Zone has been assigned the unique mission of demonstrating and leading national innovation and playing a key supportive role in enhancing green innovation.Based on the sample data of A-share listed companies in China from 2007 to 2021,we apply a multi-period difference-in-differences model to analyze whether the implementation of the National Independent Innovation Demonstration Zone policies plays a leverage effect or a crowd out effect on the green innovation efficiency of enterprises and systematically test the regulatory mechanism of government grants and media attention in the process of this influence.The empirical results show that the imple-mentation of the National Independent Innovation Demonstration Zone policies has a positive impact on the green innovation efficiency of enterprises and that the green innovation induced by this reform is not the leverage effect of additional R&D investment on the basis of the existing innovation activities of enterprises but rather the result of the reallocation of resources to crowd out existing non-green innovation.It is further found that government grants and media attention positively moderate the positive driving effect of National Independent Innovation Demonstration Zone policies on the green innovation efficiency of enterprises. 展开更多
关键词 National Independent Innovation Demonstration zone policies green innovation efficiency leverage effect crowd out effect
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Triple point path prediction for height of burst explosion in highaltitude environment
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作者 Rui Li Minghang Hu +4 位作者 Rui Sun Yajing Chen Yan Li Quan Wang Xiaorong Cui 《Defence Technology(防务技术)》 2025年第4期109-119,共11页
Accurately forecasting the triple point(TP)path is essential for analyzing blast loads and assessing the destructive effectiveness of the height of burst explosion.Empirical models that describe the TP path under norm... Accurately forecasting the triple point(TP)path is essential for analyzing blast loads and assessing the destructive effectiveness of the height of burst explosion.Empirical models that describe the TP path under normal temperature and pressure environments are commonly employed;however,in certain configurations,such as at high-altitudes(HAs),the environment may involve low temperature and pressure conditions.The present study develops a theoretical prediction model for the TP path under reduced pressure and temperature conditions,utilizing the image bursts method,reflected polar analysis,and dimensional analysis.The model's accuracy is evaluated through numerical simulations and experimental data.Results indicate that the prediction model effectively evaluates the TP path under diminished temperature and pressure conditions,with most predictions falling within a±15%deviation.It was found that the TP height increases with altitude.As the altitude rises from 0 m to 10,000 m,the average TP height increases by 61.7%,87.9%,109.0%,and 134.3%for the scaled height of burst of 1.5 m,2.0 m,2.5 m,and 3.0 m,respectively.Moreover,the variation in TP height under HA environments closely mirrors that observed under corresponding reduced pressure conditions.In HA environments,only the effect of low-pressure conditions on the TP path needs to be considered,as the environmental lowtemperature has a minimal effect. 展开更多
关键词 Blast wave Triple point HIGH-ALTITUDE Mach reflection height of burst
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Femtosecond laser modulated into Bessel beam by spatial light modulator for Fresnel zone plate processing
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作者 DUAN Lian ZHOU Fang +3 位作者 KONG De-jian ZHANG Fan SUN Xiao-yan DUAN Ji-an 《Journal of Central South University》 2025年第2期469-482,共14页
Femtosecond laser processing is an important machining method for micro-optical components such as Fresnel zone plate(FZP).However,the low processing efficiency of the femtosecond laser restricts its application.Here,... Femtosecond laser processing is an important machining method for micro-optical components such as Fresnel zone plate(FZP).However,the low processing efficiency of the femtosecond laser restricts its application.Here,a femtosecond laser Bessel beam is proposed to process micro-FZP,which is modulated from a Gaussian beam to a Bessel annular beam.The processing time for FZP with an outer diameter of 60μm is reduced from 30 min to 1.5 min on an important semiconductor material gallium arsenide(GaAs),which significantly improves the processing efficiency.In the modulation process,a central ablation hole that has an adverse effect on the diffraction performance is produced,and the adverse effect is eliminated by superimposing the blazed grating hologram.Meanwhile,the FZP machined by spatial light modulator(SLM)has good morphology and higher diffraction efficiency,which provides a strong guarantee for the application of micro-FZP in computed tomography and solar photovoltaic cells. 展开更多
关键词 femtosend laser Fresnel zone plate spatial light modulator Bessel beam GAAS
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Determining the parameters and chemical behaviour of the overdriven detonation reaction zone of CL-20-based aluminized explosives
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作者 Moyan Liu Yan Liu +3 位作者 Fan Bai Hongfu Wang Shanyong Chu Fenglei Huang 《Defence Technology(防务技术)》 2025年第5期46-66,共21页
The new CL-20(hexanitrohexaazaisowurtzitane)type aluminized explosives in the overdrive detonation(ODD)conditions of the core problem is how to accurately represent the state of the overdrive detonation products.To th... The new CL-20(hexanitrohexaazaisowurtzitane)type aluminized explosives in the overdrive detonation(ODD)conditions of the core problem is how to accurately represent the state of the overdrive detonation products.To this end,this paper is based on the impedance matching method to test the ODD conditions of CL-20 type aluminium explosive particle velocity.Calculated the interfacial pressure of the shock wave in different media.Determined the characteristic parameters of the reaction zone of the detonation of CL-20 aluminized explosives.Calibrated the parameters of the JoneseWilkinseLee(JWL)+γ equation for the detonation products(DPs).Revealed the effect of different DPs equation of state(EOS)on the Hugoniot pressure of ODD.The results indicate that when the content of aluminum powder ranges from 0%to 30%,the duration of the ODD reaction zone and the width of the detonation reaction zone of the CL-20-based aluminized explosive are directly proportional to the content of aluminum powder.The width of the detonation reaction zone is increased by 1.97 times to 2.7 times compared to that of the reaction zone without the addition of aluminum powder.However,the energy release efficiency of the detonation reaction zone is inversely proportional to the content of aluminum powder.When the aluminum powder content was held constant,the incorporation of AP caused a 25%reduction in the energy release efficiency of the detonation reaction zone.Compared with existing ODD state equations,the JWL +γ equation is superior in calibrating overpressure Hugoniot data and the isentropic expansion in the C-J state.The deviation between calculated pressure results and experimental measurements is within 6%. 展开更多
关键词 Equation of state for ODD CL-20-based aluminized explosives Detonation reaction zone Impedance matching Interfacial particle velocity
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Plant Hardiness Zones of China 被引量:1
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作者 Chen YouminDepartment of Landscape Architecture. Beijing Forestry University 《北京林业大学学报》 CAS CSCD 北大核心 1992年第S2期90-92,共3页
China has been divided into eleven plant hardiness zones based on average annunal minimum temperatures.
关键词 HARDINESS zone minimum TEMPERATURE ISOHYET
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Evaluation of mobility impact on urban work zones using statistical models 被引量:1
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作者 LIU Pei ZHANG Jian +3 位作者 QU Jun-rong LU Jia-jian CHENG Yang TAN Hua-chun 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第6期1513-1521,共9页
This work correlated the detailed work zone location and time data from the Wis LCS system with the five-min inductive loop detector data. One-sample percentile value test and two-sample Kolmogorov-Smirnov(K-S) test w... This work correlated the detailed work zone location and time data from the Wis LCS system with the five-min inductive loop detector data. One-sample percentile value test and two-sample Kolmogorov-Smirnov(K-S) test were applied to compare the speed and flow characteristics between work zone and non-work zone conditions. Furthermore, we analyzed the mobility characteristics of freeway work zones within the urban area of Milwaukee, WI, USA. More than 50% of investigated work zones have experienced speed reduction and 15%-30% is necessary reduced volumes. Speed reduction was more significant within and at the downstream of work zones than at the upstream. 展开更多
关键词 ITS data MOBILITY IMPACT WORK zone STATISTICAL model
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Ventilated Double Skin Facades in Hot-Summer and Cold-Winter Zones in China 被引量:1
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作者 ZHOU Juan,CHEN You-ming,FANG Shan-shan(College of Civil Engineering,Hunan University,Changsha,Hunan 410082,China Key Laboratory of Building Safety and Energy Efficiency,MOE,China) 《湖南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2009年第S1期160-162,共3页
Double-skin facades(DSF)are a technique developed for colder climates,so few people think about whether or not it can also be used for hot-summer and cold-winter zones in China.After analyzing the problems of using DS... Double-skin facades(DSF)are a technique developed for colder climates,so few people think about whether or not it can also be used for hot-summer and cold-winter zones in China.After analyzing the problems of using DSF for hot-summer zones,this paper explored on the possibility of applying DSF in hot-summer and cold-winter zones in China.The main existing research methods for DSF were also collected and commented.If properly managed,the ventilated DSF with controlled shading devices can be used even in hot summer in China. 展开更多
关键词 POSSIBILITY double-skin FACADES hot-summer and cold-winter zones simulation method
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A Multi-UCAV cooperative occupation method based on weapon engagement zones for beyond-visual-range air combat 被引量:11
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作者 Wei-hua Li Jing-ping Shi +2 位作者 Yun-yan Wu Yue-ping Wang Yong-xi Lyu 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2022年第6期1006-1022,共17页
Recent advances in on-board radar and missile capabilities,combined with individual payload limitations,have led to increased interest in the use of unmanned combat aerial vehicles(UCAVs)for cooperative occupation dur... Recent advances in on-board radar and missile capabilities,combined with individual payload limitations,have led to increased interest in the use of unmanned combat aerial vehicles(UCAVs)for cooperative occupation during beyond-visual-range(BVR)air combat.However,prior research on occupational decision-making in BVR air combat has mostly been limited to one-on-one scenarios.As such,this study presents a practical cooperative occupation decision-making methodology for use with multiple UCAVs.The weapon engagement zone(WEZ)and combat geometry were first used to develop an advantage function for situational assessment of one-on-one engagement.An encircling advantage function was then designed to represent the cooperation of UCAVs,thereby establishing a cooperative occupation model.The corresponding objective function was derived from the one-on-one engagement advantage function and the encircling advantage function.The resulting model exhibited similarities to a mixed-integer nonlinear programming(MINLP)problem.As such,an improved discrete particle swarm optimization(DPSO)algorithm was used to identify a solution.The occupation process was then converted into a formation switching task as part of the cooperative occupation model.A series of simulations were conducted to verify occupational solutions in varying situations,including two-on-two engagement.Simulated results showed these solutions varied with initial conditions and weighting coefficients.This occupation process,based on formation switching,effectively demonstrates the viability of the proposed technique.These cooperative occupation results could provide a theoretical framework for subsequent research in cooperative BVR air combat. 展开更多
关键词 Unmanned combat aerial vehicle Cooperative occupation Beyond-visual-range air combat Weapon engagement zone Discrete particle swarm optimization Formation switching
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Constraints of REE and trace elements of high-pressure-veins and host rocks in western Tianshan on origin of deep fluids in paleosubduction zones 被引量:1
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作者 黄德志 高俊 戴塔根 《Journal of Central South University of Technology》 2005年第2期192-198,共7页
The western Tianshan high-pressure(HP) metamorphic belt represents the paleosubduction mélange of paleozoic south Tianshan ocean between the Yili-central Tianshan and Tarim plates. High-pressure veins are extensi... The western Tianshan high-pressure(HP) metamorphic belt represents the paleosubduction mélange of paleozoic south Tianshan ocean between the Yili-central Tianshan and Tarim plates. High-pressure veins are extensively developed in this HP belt. Compared with normal mid-ocean ridge basalt(N-MORB), the high-pressure veins and host rocks are enriched in light rare earth elements(LREE) and incompatible elements. But high-pressure veins show a larger variation than host rocks in total REE abundance. On the trace element spidergram, all the samples are enriched in incompatible elements and show strong positive Pb anomaly relative to N-MORB. The array tendency lines of plots of the HP rocks have apparent slopes on diagram of m(Sr) vs m(Sr)/m(Zr), m(Li) vs m(Li)/m(Y) and (m(Ce)) vs m(Ce)/m(Pb), which indicates that the enrichment in LREE and incompatible elements relative to N-MORB of the HP-metamorphic rocks from western Tianshan is not attributed to magma evolution process of the protolith. High field strength elements, such as Nb, Ta, Ti, Zr and Hf, do not show negative anomaly relative to N-MORB, which is dissimilar to that of island arc basalts. Therefore, the enrichment in LREE and incompatible elements of the HP rocks is not attributed to the enrichment of the source of the protolith. The mass ratios of Rb to Ba, Ce to Pb, Nb to U and Ta to U of high-pressure veins and host rocks are intermediate of mid-ocean ridge basalt or oceanic island basalt and continental crust. The fluids in western Tianshan paleosubduction zones are mixtures of two sources, dehydration or devolatilization of host rocks and of subducted sediments. 展开更多
关键词 rare earth elements trace element fluid in paleosubduction zone high-pressure vein host rock western Tianshan
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The Biologic Active Zones(BAZ) in the White,Greenland,and Labrabor Seas and Its Climatological Modification:Comparative Study by Using Satellite and In-situ Data
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作者 Smirnova Alexandra Vladimir V.Melentyev 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期120-121,共2页
The authors of this work have made an attempt to research a habitat of three existing populations of Greenland seal and conditions of biologically active zones(BAZ) located,accordingly,in White, Greenland and Labrador... The authors of this work have made an attempt to research a habitat of three existing populations of Greenland seal and conditions of biologically active zones(BAZ) located,accordingly,in White, Greenland and Labrador seas.Greenland seal is an ice-associated sea mammal,and climate warming can be a decisive factor for its survival.Therefore the researches of changes of ice state parameters of subarctic water areas are an urgent problem 展开更多
关键词 biologically active zones SATELLITE microwave SOUNDING
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PRESSURE DISTRIBUTION ON THE GRIP ZONES IN THE CONFORM PROCESS
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作者 Peng Dashu(Department of Materials Science and Engineering, Central South University ofTechnology, Chanasha, 410083, China) 《Journal of Central South University》 SCIE EI CAS 1994年第1期35-39,共5页
The pressure distribution on the grip zones in the CONFORM process has been analysed by means of the slab method, and from the above results the forces applied to the shoe were derived. It is shown that the pressure ... The pressure distribution on the grip zones in the CONFORM process has been analysed by means of the slab method, and from the above results the forces applied to the shoe were derived. It is shown that the pressure along the segment increases powerfully with θ increasing in the primary grip, and increases linearly with θ increasing in the extrusion grip. Thus, it can offer mechanics parameters for the operating techniques and CONFORM machine design. 展开更多
关键词 PRESSURE DISTRIBUTION CONFORM GRIP zone
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A novel strategy of smart manipulation by micro-scale oscillatory networks of the reactionary zones for enhanced extreme thrust control of the next-generation solid propulsion systems
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作者 Alexander N.Lukin 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2018年第5期635-642,共8页
The main aim of this research is to get a better knowledge and understanding of the micro-scale oscillatory networks behavior in the solid propellants reactionary zones. Fundamental understanding of the micro-and nano... The main aim of this research is to get a better knowledge and understanding of the micro-scale oscillatory networks behavior in the solid propellants reactionary zones. Fundamental understanding of the micro-and nano-scale combustion mechanisms is essential to the development and further improvement of the next-generation technologies for extreme control of the solid propellant thrust. Both experiments and theory confirm that the micro-and nano-scale oscillatory networks excitation in the solid propellants reactionary zones is a rather universal phenomenon. In accordance with our concept,the micro-and nano-scale structures form both the fractal and self-organized wave patterns in the solid propellants reactionary zones. Control by the shape, the sizes and spacial orientation of the wave patterns allows manipulate by the energy exchange and release in the reactionary zones. A novel strategy for enhanced extreme thrust control in solid propulsion systems are based on manipulation by selforganization of the micro-and nano-scale oscillatory networks and self-organized patterns formation in the reactionary zones with use of the system of acoustic waves and electro-magnetic fields, generated by special kind of ring-shaped electric discharges along with resonance laser radiation. Application of special kind of the ring-shaped electric discharges demands the minimum expenses of energy and opens prospects for almost inertia-free control by combustion processes. Nano-sized additives will enhance self-organizing and self-synchronization of the micro-and nano-scale oscillatory networks on the nanometer scale. Suggested novel strategy opens the door for completely new ways for enhanced extreme thrust control of the solid propulsion systems. 展开更多
关键词 Solid propulsion systems EXTREME thrust control Reactionary zones MICRO-SCALE OSCILLATORY NETWORKS Self-organized wave patterns Energy-releasing areas
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Fluid flow on centimeter-scale in deep paleosubduction zones in western Tianshan,China:Evidence from high-pressure veins
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作者 张进富 黄德志 +3 位作者 黄始琪 李国明 高俊 石永红 《Journal of Central South University of Technology》 EI 2008年第4期488-492,共5页
High-pressure(HP)veins were extensively developed in western Tianshan high-pressure(HP)metamorphic belt.The HP vein and host-rocks were analyzed by electronic microprobe to trace the origin of vein-forming fluids.Anal... High-pressure(HP)veins were extensively developed in western Tianshan high-pressure(HP)metamorphic belt.The HP vein and host-rocks were analyzed by electronic microprobe to trace the origin of vein-forming fluids.Analytical data show that the immediately adjacent host-rocks of the studied HP vein are eclogites and gradually turned into blueschist as the distance from the veins increases,which indicates that the vein-forming fluid was derived from adjacent host-rocks;the boundaries between the vein and the host-rocks are sharp,which indicates that the fracture of the host-rocks is brittle during the vein-forming process.It is suggested that this type of HP veins is precipitated from the liquid formed by the dehydration of the host-rocks during the prograde metamorphism from blueschist to eclogite facies,which results in hydrofracturing of the rocks and provides the space for the vein to precipitate.The width of the eclogite-facies host-rocks is usually 1-2 cm,which provides the direct evidence that the fluid flow is on centimeter-scale. 展开更多
关键词 subduction zone high-pressure vein scale of fluid flow western Tianshan
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Influence of pier height on the safety of trains running on high-speed railway bridges during earthquakes
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作者 NIE Yu-tao GUO Wei +8 位作者 JIANG Li-zhong YU Zhi-wu ZENG Chen WANG Yang HE Xu-en REN Shao-xun HUANG Ren-qiang LIANG Guang-yue LI Chang-qing 《Journal of Central South University》 SCIE EI CAS CSCD 2024年第6期2102-2115,共14页
Sudden earthquakes pose a threat to the running safety of trains on high-speed railway bridges,and the stiffness of piers is one of the factors affecting the dynamic response of train-track-bridge system.In this paper... Sudden earthquakes pose a threat to the running safety of trains on high-speed railway bridges,and the stiffness of piers is one of the factors affecting the dynamic response of train-track-bridge system.In this paper,a experiment of a train running on a high-speed railway bridge is performed based on a dynamic experiment system,and the corresponding numerical model is established.The reliability of the numerical model is verified by experiments.Then,the experiment and numerical data are analyzed to reveal the pier height effects on the running safety of trains on bridges.The results show that when the pier height changes,the frequency of the bridge below the 30 m pier height changes greater;the increase of pier height causes the transverse fundamental frequency of the bridge close to that of the train,and the shaking angle and lateral displacement of the train are the largest for bridge with 50 m pier,which increases the risk of derailment;with the pier height increases from 8 m to 50 m,the derailment coefficient obtained by numerical simulations increases by 75% on average,and the spectral intensity obtained by experiments increases by 120% on average,two indicators exhibit logarithmic variation. 展开更多
关键词 pier height high-speed railway bridge running safety numerical model
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基于UPLC-Zone TOF-MS/MS联合网络药理学探讨脉复生防治NAFLD作用
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作者 胡涛 王冰钰 +5 位作者 苏薇薇 彭维 黎建华 李常青 周毅业 郭洁文 《中山大学学报(自然科学版)(中英文)》 CAS CSCD 北大核心 2024年第5期73-82,共10页
依据脉复生的化学成分,采用网络药理学、分子对接技术、构建NAFLD小鼠模型,探究脉复生防治NAFLD的作用机制。通过UPLC-Zone TOF-MS/MS对脉复生全成分进行检测;借助Swiss生物信息学研究平台获取活性成分和靶点,在OMIM、Disgenet数据库筛... 依据脉复生的化学成分,采用网络药理学、分子对接技术、构建NAFLD小鼠模型,探究脉复生防治NAFLD的作用机制。通过UPLC-Zone TOF-MS/MS对脉复生全成分进行检测;借助Swiss生物信息学研究平台获取活性成分和靶点,在OMIM、Disgenet数据库筛选NAFLD疾病靶点,对交集靶点进行PPI分析;在Metascape网站进行GO与KEGG富集分析,对核心靶点与活性成分展开分子对接;采用HFD诱导C57BL/6J小鼠构建NAFLD模型进行核心靶点验证;指认得到130个化学成分,筛选得到54个活性成分与176个可能作用于NAFLD的潜在靶点;根据Degree值对排名前10的成分与靶点进行分子对接实验,对结合能最优的对接模型TNF与Quercetin、IL-17与Asiatic acid、IL-1β与Quercetin进行可视化分析;筛选炎症因子和脂肪代谢相关基因进行qPCR测序。富集分析表明脉复生治疗NAFLD与脂肪酸转化、脂质代谢正向调节等生物过程相关,涉及AGE-RAGE、HIF-1、IL-17等信号通路;与对照组相比,模型组血清学检测ALT、TG、LDL-C指标上升并且HDL-C指标下降(P<0.05);与模型组相比,脉复生给药组和辛伐他汀组能够降低小鼠体质量、肝脏和脂肪质量占比(P<0.05),降低血清中TNF-α、IL-1β和IL-17的含量和mRNA表达,在高剂量时具有显著性差异(P<0.01);与对照组相比,脉复生给药组能够通过调节脂质代谢相关基因的表达,降低肝脏脂质堆积,缓解肝脏脂肪变性。 展开更多
关键词 UPLC-zone TOF-MS/MS 脉复生 非酒精性脂肪肝 网络药理学 实验验证
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Semi-analytical solution for mechanical analysis of tunnels crossing strike-slip fault zone considering nonuniform fault displacement and uncertain fault plane position
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作者 YANG Heng-hong WANG Ming-nian +1 位作者 YU Li ZHANG Xiao 《Journal of Central South University》 SCIE EI CAS CSCD 2024年第6期2116-2136,共21页
The tunnel subjected to strike-slip fault dislocation exhibits severe and catastrophic damage.The existing analysis models frequently assume uniform fault displacement and fixed fault plane position.In contrast,post-e... The tunnel subjected to strike-slip fault dislocation exhibits severe and catastrophic damage.The existing analysis models frequently assume uniform fault displacement and fixed fault plane position.In contrast,post-earthquake observations indicate that the displacement near the fault zone is typically nonuniform,and the fault plane position is uncertain.In this study,we first established a series of improved governing equations to analyze the mechanical response of tunnels under strike-slip fault dislocation.The proposed methodology incorporated key factors such as nonuniform fault displacement and uncertain fault plane position into the governing equations,thereby significantly enhancing the applicability range and accuracy of the model.In contrast to previous analytical models,the maximum computational error has decreased from 57.1%to 1.1%.Subsequently,we conducted a rigorous validation of the proposed methodology by undertaking a comparative analysis with a 3D finite element numerical model,and the results from both approaches exhibited a high degree of qualitative and quantitative agreement with a maximum error of 9.9%.Finally,the proposed methodology was utilized to perform a parametric analysis to explore the effects of various parameters,such as fault displacement,fault zone width,fault zone strength,the ratio of maximum fault displacement of the hanging wall to the footwall,and fault plane position,on the response of tunnels subjected to strike-slip fault dislocation.The findings indicate a progressive increase in the peak internal forces of the tunnel with the rise in fault displacement and fault zone strength.Conversely,an augmentation in fault zone width is found to contribute to a decrease in the peak internal forces.For example,for a fault zone width of 10 m,the peak values of bending moment,shear force,and axial force are approximately 46.9%,102.4%,and 28.7% higher,respectively,compared to those observed for a fault zone width of 50 m.Furthermore,the position of the peak internal forces is influenced by variations in the ratio of maximum fault displacement of the hanging wall to footwall and the fault plane location,while the peak values of shear force and axial force always align with the fault plane.The maximum peak internal forces are observed when the footwall exclusively bears the entirety of the fault displacement,corresponding to a ratio of 0:1.The peak values of bending moment,shear force,and axial force for the ratio of 0:1 amount to approximately 123.8%,148.6%,and 111.1% of those for the ratio of 0.5:0.5,respectively. 展开更多
关键词 strike-slip fault tunnel engineering semi-analytical solution fault zone width nonuniform fault displacement uncertain fault plane position
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Thickness of excavation damaged zone estimation using four novel hybrid ensemble learning models : A case study of Xiangxi Gold Mine and Fankou Lead-zinc Mine in China
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作者 LIU Lei-lei HONG Zhi-xian +1 位作者 ZHAO Guo-yan LIANG Wei-zhang 《Journal of Central South University》 CSCD 2024年第11期3965-3982,共18页
Underground excavation can lead to stress redistribution and result in an excavation damaged zone(EDZ),which is an important factor affecting the excavation stability and support design.Accurately estimating the thick... Underground excavation can lead to stress redistribution and result in an excavation damaged zone(EDZ),which is an important factor affecting the excavation stability and support design.Accurately estimating the thickness of EDZ is essential to ensure the safety of the underground excavation.In this study,four novel hybrid ensemble learning models were developed by optimizing the extreme gradient boosting(XGBoost)and random forest(RF)algorithms through simulated annealing(SA)and Bayesian optimization(BO)approaches,namely SA-XGBoost,SA-RF,BO XGBoost and BO-RF models.A total of 210 cases were collected from Xiangxi Gold Mine in Hunan Province and Fankou Lead-zinc Mine in Guangdong Province,China,including seven input indicators:embedding depth,drift span,uniaxial compressive strength of rock,rock mass rating,unit weight of rock,lateral pressure coefficient of roadway and unit consumption of blasting explosive.The performance of the proposed models was evaluated by the coefficient of determination,root mean squared error,mean absolute error and variance accounted for.The results indicated that the SA-XGBoost model performed best.The Shapley additive explanations method revealed that the embedding depth was the most important indicator.Moreover,the convergence curves suggested that the SA-XGBoost model can reduce the generalization error and avoid overfitting. 展开更多
关键词 excavation damaged zone machine learning simulated annealing Bayesian optimization extreme gradient boosting random forest
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放顶煤开采导水裂缝带高度确定的关键问题分析
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作者 崔希民 车宇航 +7 位作者 孙帅辉 李培现 孙灏 许志华 袁德宝 蒋金豹 赵玉玲 MALINOWSKA A 《矿业科学学报》 北大核心 2025年第4期573-583,共11页
导水裂缝带高度是保障水体下煤炭资源安全开采的重要指标。针对水体下厚煤层放顶煤开采引用经验公式计算导水裂缝带高度存在的条件不符问题,梳理了经验公式的产生基础,强调了经验公式的适用条件是大采场、单层采厚1~3 m、累计采厚不超过... 导水裂缝带高度是保障水体下煤炭资源安全开采的重要指标。针对水体下厚煤层放顶煤开采引用经验公式计算导水裂缝带高度存在的条件不符问题,梳理了经验公式的产生基础,强调了经验公式的适用条件是大采场、单层采厚1~3 m、累计采厚不超过15 m的厚煤层分层开采。基于放顶煤开采顶煤冒放性和采出率的现场实测结果,提出了厚煤层放顶煤开采的有效采厚概念,有效采厚与顶煤采出率密切相关,且导水裂缝带发育高度随有效采厚的增加而增大,基于有效采厚的导水裂缝带高度可以有效避免因顶煤采出率提高而引发的欠估计情况发生。基于覆岩与地表沉陷从非充分采动到充分采动的发展演化事实,引入描述采动程度与导水裂缝带发育高度关系的Boltzmann函数,给出了基于采动程度系数的导水裂缝带最大高度计算方法。 展开更多
关键词 放顶煤开采 导水裂缝带高度 顶煤采出率 采动程度 有效采厚
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自走式喷杆喷雾机喷雾沉积特性试验研究 被引量:1
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作者 朱兴业 赵莹 +2 位作者 李向阳 钱兆 刘俊萍 《排灌机械工程学报》 北大核心 2025年第1期94-100,共7页
为了探究各因素对喷杆喷雾机喷雾沉积的影响规律,进一步提高自走式喷杆喷雾机的作业效率,使用Box-Behnken响应面法,分析并得到前进速度v、工作高度h和喷雾压力p等影响因素与喷雾沉积特性的数学模型,根据回归分析结果得出各影响因素对喷... 为了探究各因素对喷杆喷雾机喷雾沉积的影响规律,进一步提高自走式喷杆喷雾机的作业效率,使用Box-Behnken响应面法,分析并得到前进速度v、工作高度h和喷雾压力p等影响因素与喷雾沉积特性的数学模型,根据回归分析结果得出各影响因素对喷雾沉积特性的影响程度以及喷雾机最佳工作参数.结果表明:前进速度、工作高度和喷雾压力均对喷雾沉积特性有显著影响,影响程度按因素排序由大到小为喷雾压力,工作高度,前进速度.单位面积雾滴沉积量均值与前进速度和喷头工作高度成负相关,与喷雾压力成正相关.沉积量变异系数与喷雾压力成负相关,与前进速度成正相关,与工作高度的增加呈先减小后增大的趋势,这说明在工作高度一定的情况下,增大喷雾压力或者减小前进速度可以有效提高喷雾机的雾滴沉积均匀性. 展开更多
关键词 自走式喷杆喷雾机 前进速度 工作高度 喷雾压力 雾滴沉积
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安徽省不同生态区冬小麦产量及土壤肥力评价 被引量:1
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作者 李玮 乔玉强 +6 位作者 曹承富 丁永刚 陈欢 赵竹 杜世州 张向前 尚云秋 《干旱地区农业研究》 北大核心 2025年第2期242-252,共11页
为明确安徽省不同生态区土壤肥力特征及影响小麦高产的土壤肥力限制因子,于2023年小麦收获期开展田间调查和土壤样品采集,分析比较不同生态区小麦产量和土壤肥力差异以及影响小麦高产的主要土壤肥力因子,同时运用经验权重、综合权重以... 为明确安徽省不同生态区土壤肥力特征及影响小麦高产的土壤肥力限制因子,于2023年小麦收获期开展田间调查和土壤样品采集,分析比较不同生态区小麦产量和土壤肥力差异以及影响小麦高产的主要土壤肥力因子,同时运用经验权重、综合权重以及内梅罗指数法对土壤质量进行评价。结果表明:不同生态区小麦产量表现为淮北>沿淮>江淮>沿江。小麦产量与土壤有机质(SOM)、全氮(TN)、全磷(TP)、碱解氮(AN)、速效磷(AP)含量呈极显著正相关关系,与速效钾(AK)含量呈显著正相关关系,与土壤容重(BD)呈极显著负相关关系。影响小麦产量的土壤肥力因子重要性排序为SOM>AP>TN>TP>AN>TK>pH>BD>AK,除TK、AK和AN以外,其他土壤养分指标间存在着显著正相关关系,土壤pH值和BD与SOM和AN存在显著负相关关系。综合权重法得出的土壤肥力指数(SFI)范围为0.58~0.89,小麦产量与其SFI极显著相关。沿淮和淮北生态区旱茬小麦产量分别达到9.00 t·hm^(-2)和11.25 t·hm^(-2)的土壤肥力等级为Ⅰ级,江淮和沿江生态区稻茬小麦产量达到7.5、6.00 t·hm^(-2)的土壤肥力等级分别为Ⅱ级和Ⅲ级。沿江生态区小麦高产的土壤肥力限制因子为AP和SOM,江淮生态区主要限制因子为BD和AP,沿淮生态区主要限制因子为TP和pH,淮北生态区主要限制因子为土壤pH、AP和BD。 展开更多
关键词 冬小麦 产量 土壤肥力 生态区 安徽省
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