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Pressure Field of Multi-pad Annular Recess Hydrostatic Thrust Bearing 被引量:1
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作者 于晓东 孟秀丽 +5 位作者 李欢欢 谭力 王志强 周启慧 庄建新 杨岚 《Journal of Donghua University(English Edition)》 EI CAS 2013年第3期254-257,共4页
In order to solve the deformation of the hydrostatic thrust bearing with multi-pad annular recess in the heavy computer numerical control ( CNC ) equipment, the simulation concerning pressure feld of hydrostatic thr... In order to solve the deformation of the hydrostatic thrust bearing with multi-pad annular recess in the heavy computer numerical control ( CNC ) equipment, the simulation concerning pressure feld of hydrostatic thrust bearing with multi-pad annular recesses was carded out. The finite volume method of computational fluid dynamics ( CFD ) was used to compute the three-dlmensional pressure field of gap fluid between the rotary worktable and the base. The influence of the rotational speed on the bearing pressure performance was studied based on CFD and lubrication theory, and the method revealed the pressure distribution law. The results qualitatively agree well with the experimental data. The results indicate that the oil cavity pressure decreases gradually with rotational speed enhancing. The reliability of a hydrostatic thrust bearing with malti-pad annular recess can be predicted through this method, and the optimal design of such products can be achieved, and the numerical simulation method can provide reasonable data for design, lubrication, experiment, and deformation computation of hydrostatic thrust bearing in the heavy CNC equipment. 展开更多
关键词 multi-pad annular recess hydrostatic thrust bearing pressure field experimental assessment
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Multivariate stationary non-Gaussian process simulation for wind pressure fields
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作者 Sun Ying Su Ning Wu Yue 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2016年第4期729-742,共14页
Stochastic simulation is an important means of acquiring fluctuating wind pressures for wind induced response analyses in structural engineering. The wind pressure acting on a large-span space structure can be charact... Stochastic simulation is an important means of acquiring fluctuating wind pressures for wind induced response analyses in structural engineering. The wind pressure acting on a large-span space structure can be characterized as a stationary non-Gaussian field. This paper reviews several simulation algorithms related to the Spectral Representation Method (SRM) and the Static Transformation Method (STM). Polynomial and Exponential transformation functions (PSTM and ESTM) are discussed. Deficiencies in current algorithms, with respect to accuracy, stability and efficiency, are analyzed, and the algorithms are improved for better practical application. In order to verify the improved algorithm, wind pressure fields on a large-span roof are simulated and compared with wind tunnel data. The simulation results fit well with the wind tunnel data, and the algorithm accuracy, stability and efficiency are shown to be better than those of current algorithms. 展开更多
关键词 stochastic simulation non-Gaussian process static transformation method wind pressure field
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Research on evolution of mining pressure field and fracture field and gas emission features
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作者 Li Huamin Xiong Zuqiang +2 位作者 Li Dongyin Yuan Ruifu Wang Wen 《Engineering Sciences》 2012年第2期49-55,共7页
The relation between mining pressure field-fracture field and gas emission of working face is analyzed, and the concept that there is a stress point (or strain point) among permeability of coal is presented. It is b... The relation between mining pressure field-fracture field and gas emission of working face is analyzed, and the concept that there is a stress point (or strain point) among permeability of coal is presented. It is believed that the mutation of coal permeability caused by the sudden loading or unloading of working face roof as periodic weighting occurs is the main reason that a lot of gas pour into the working face. Based on the above concept, the relation is established among abutment pressure during periodie weighting, permeability of coal seam and gas emission, and relation graph is drawn. Then the loading and unloading features of coal at the moment of fracture and non-fracture of main roof are revealed. And finally it is presented that the process of sudden loading or unloading as periodic weighting occurs plays an important role in rupture propagation of coal, analytical movement of gas and gas emission. 展开更多
关键词 mining pressure field fracture field gas emission features
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A Numerical Investigation of the Effect of Boundary Conditions on Acoustic Pressure Distribution in a Sonochemical Reactor Chamber
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作者 Ivan Sboev Tatyana Lyubimova +1 位作者 Konstantin Rybkin Michael Kuchinskiy 《Fluid Dynamics & Materials Processing》 EI 2024年第6期1425-1439,共15页
The intensification of physicochemical processes in the sonochemical reactor chamber is widely used in problems of synthesis,extraction and separation.One of the most important mechanisms at play in such processes is ... The intensification of physicochemical processes in the sonochemical reactor chamber is widely used in problems of synthesis,extraction and separation.One of the most important mechanisms at play in such processes is the acoustic cavitation due to the non-uniform distribution of acoustic pressure in the chamber.Cavitation has a strong impact on the surface degradation mechanisms.In this work,a numerical calculation of the acoustic pressure distribution inside the reactor chamber was performed using COMSOL Multiphysics.The numerical results have revealed the dependence of the structure of the acoustic pressure field on the boundary conditions for various thicknesses of the piezoelectric transducer.In particular,the amplitude of the acoustic pressure is minimal in the case of absorbing boundaries,and the attenuation becomes more significant as the thickness of the piezoelectric transducer increases.In addition,reflective boundaries play a significant role in the formation and distribution of zones of maximum cavitation activity. 展开更多
关键词 ULTRASOUND numerical simulation acoustic pressure field cavitation erosion foil test
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Pressure field characteristics of petroliferous sags in Bohai Bay Basin: Implication for hydrocarbon enrichment 被引量:1
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作者 Youlu Jiang Xin Wang +3 位作者 Qianqian Yu Yongshi Wang Hua Liu Chen Jing 《Petroleum Research》 2017年第3期199-208,共10页
Pressure fields of different sags in a petroliferous basin were significantly different,and it was related to hydrocarbon enrichment.Based on pressure data of different sags in Bohai Bay Basin,types of pressure field ... Pressure fields of different sags in a petroliferous basin were significantly different,and it was related to hydrocarbon enrichment.Based on pressure data of different sags in Bohai Bay Basin,types of pressure field and its distribution characteristics were well discussed,and relationships between overpressure and hydrocarbon generation,pressure field and hydrocarbon enrichment were also investigated.Results showed that the Paleogene pressure fields of different sags in Bohai Bay Basin could be divided into three types:normal pressure type,single overpressure type and double overpressure type.These three types of pressure fields had the zoned features in their distributions.The normal pressure fields were mostly distributed in peripheral sags of the basin,while the single overpressure fields were widespread in the basin,and the double overpressure fields were concentrated in the areas around the Bohai Sea.Hydrocarbon generation had a significant effect on overpressure formation,thus overpressure horizons generally were corresponded to major source rock horizons,and differences of filling evolution history and main hydrocarbon-generation strata of different sags might be important factors for the formation of these three types of pressure fields.Overpressure in source rock horizons was closely related to hydrocarbon enrichment.Horizontally,hydrocarbons were mainly distributed around the overpressure center,and the secondary migration distance of hydrocarbons was affected by the degree of overpressure.Vertically,hydrocarbon distributionwas controlled by the type of pressure fields.Hydrocarbons in the normal pressure sags were mainly enriched in the major hydrocarbon-generation horizons and their adjacent horizons,hydrocarbons in the single overpressure sags were mainly distributed in the hydrocarbon-generation horizons and its upper and lower horizons,while in the double overpressure sags,the hydrocarbon enrichment degree in Neogene was high.Hydrocarbon enrichment in sags was controlled by the degree of overpressure in hydrocarbon-generation horizons,and these oil-rich sags had relatively large overpressure degree. 展开更多
关键词 OVERpressure Hydrostatic pressure pressure field Hydrocarbon generation Hydrocarbon enrichment SAG Bohai bay basin
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Improved growth rate of anodized TiO2 nanotube arrays under reduced pressure field and light illumination
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作者 Shuyao Huo Zhen Xu +5 位作者 Min Yin Dongliang Yu Xiaoyuan Chen Hui Wang Li Tian Dongdong Li 《Science Bulletin》 SCIE EI CAS CSCD 2017年第5期332-338,共7页
The one-dimensional titanium oxide(TiO_2) nanotubes(TONT) can be rationally fabricated in the fluoridecontaining electrolyte by electrochemical anodization. The high-speed growth of TONT for elongated nanotubes is hig... The one-dimensional titanium oxide(TiO_2) nanotubes(TONT) can be rationally fabricated in the fluoridecontaining electrolyte by electrochemical anodization. The high-speed growth of TONT for elongated nanotubes is highly desirable because the undesirable chemical etching will induce ‘‘nanograss" on the top of nanotubes and restrain the continued elongation of nanotubes. Herein, the external fields were employed to accelerate the growth of TONTs and obtain the elongated TONT arrays. A growth rate up to 18 lm/h was achieved under the presence of reduced pressure(0.07 MPa) and UV light(365 nm) stimulation. The generation of longer nanotube arrays could be attributed to the applied fields, which facilitate timely gas pumping out and induce chemical equilibrium shift forward. The TONT films obtained under different parameters were subsequently employed as anodes for photoelectrochemical(PEC) water splitting. The photocurrent(at 0 V vs Ag/Ag Cl) of TONT electrode obtained under external fields represented a 50% enhancement compared with the photoanode produced by the conventional method. 展开更多
关键词 Ti O2nanotube anodization Reduced pressure field Light stimulation Photoelectrochemical properties
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ADJUSTMENT OF WIND AND PRESSURE FIELDS IN THE BOUNDARY LAYER
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作者 Xu Yinzi Wu Rongsheng Department of Atmospheric Sciences,Nanjing University,Nanjing 《Acta meteorologica Sinica》 SCIE 1990年第1期27-37,共11页
The vertical transport of mass at the top of the boundary layer is considered as a link between the boundary layer and free atmosphere.The adjustment of the wind and pressure fields in the boundary layer is studied un... The vertical transport of mass at the top of the boundary layer is considered as a link between the boundary layer and free atmosphere.The adjustment of the wind and pressure fields in the boundary layer is studied under the consideration of the interaction between the boundary layer and free atmosphere.The vertical motion at the top of the boundary layer is evaluated.The results show that the distinguished differ- ences of the present results from classical Ekman layer do exist and they are discussed in the paper. 展开更多
关键词 PBL ADJUSTMENT OF WIND AND pressure fieldS IN THE BOUNDARY LAYER
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Effects of gully terrain on stress field distribution and ground pressure behavior in shallow seam mining 被引量:7
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作者 Li Jianwei Liu Changyou Zhao Tong 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2016年第2期255-260,共6页
This study proposes a novel approach to study stress field distribution and overlying ground pressure behavior in shallow seam mining in gully terrain.This approach combines numerical simulations and field tests based... This study proposes a novel approach to study stress field distribution and overlying ground pressure behavior in shallow seam mining in gully terrain.This approach combines numerical simulations and field tests based on the conditions of gully terrain in the Chuancao Gedan Mine.The effects of gully terrain on the in situ stress field of coal beds can be identified by the ratio of self-weight stress to vertical stress(η) at the location corresponding to the maximum vertical stress.Based on the function η =j(h),the effect of gully terrain on the stress field of overlying strata of the entire field can be characterized as a significantly affected area,moderately affected area,or non-affected area.Working face 6106 in the Chuancao Gedan Mine had a coal bed Jepth <80 m and was located in what was identified as a significantly affected area.Hence,mining may cause sliding of the gully slope and increased loading(including significant dynamic loading) on the roof strata.Field tests suggest that significant dynamic pressures were observed at the body and foot of the gully slope,and that dynamic loadings were observed upslope of the working face expansion,provided that the expanding direction of the working face is parallel to the gully. 展开更多
关键词 Gully terrain Shallow seam Stress field Slope motion Ground pressure behavior
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Application of Low Pressure Plasma Technology in the Field of Environmental Protection
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作者 孙亚兵 李敏 《Plasma Science and Technology》 SCIE EI CAS CSCD 2000年第2期187-194,共8页
The characteristics of low pressure plasma produced by a gas discharges lie in thatthe energy of the electrons are much higher than that of the heavy particles in the system. Inthis paperl the low-pressure plasma trea... The characteristics of low pressure plasma produced by a gas discharges lie in thatthe energy of the electrons are much higher than that of the heavy particles in the system. Inthis paperl the low-pressure plasma treatment technology for the environmental contaminantswas synthetically studied, and the reaction processing and mechanism between the low-pressureplasma and the environmental contaminants were theoretically analyzed. At last, the prospectsand existing problems on the application of low-pressure plasma in the field of environmentalprotection were discussed. 展开更多
关键词 SPM Application of Low pressure Plasma Technology in the field of Environmental Protection
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Effect of applied pressure and ultrasonic vibration on microstructure and microhardness of Al-5.0Cu alloy
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作者 张杨 李风雷 +3 位作者 罗执 赵愈亮 夏伟 张卫文 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2016年第9期2296-2303,共8页
The squeeze pressure field and power ultrasonic field were applied during the conventional casting process of Al-5.0Cu alloy simultaneously. The effects of individual squeeze pressure or power ultrasonic and their cou... The squeeze pressure field and power ultrasonic field were applied during the conventional casting process of Al-5.0Cu alloy simultaneously. The effects of individual squeeze pressure or power ultrasonic and their coupling on the microstructures and microhardness of Al-5.0Cu alloy were studied by optical microscopy, scanning electron microscopy, image analysis and micro Vickers hardness test. The results show that compared with the conventional casting, refined microstructures, homogeneous distribution of α(Al) and θ(Al2Cu) and improved microhardness can be obtained when squeeze pressure or power ultrasonic is applied individually. For the case of combined fields, both the treated region and the improvement of microstructure and properties can be enhanced. 展开更多
关键词 Al-Cu alloy squeeze pressure field power ultrasonic field combined field MICROSTRUCTURE MICROHARDNESS
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Space-Time Characteristic Analysis of Wind Field over the South Indian Ocean 被引量:2
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作者 佟凯 刘金芳 +2 位作者 闫明 李颜 杨亮 《Marine Science Bulletin》 CAS 2003年第2期5-13,共9页
According to the ship observation data over the South Indian Ocean during 1950 1995, taking 1°× 1° and 5°× 5°grid, the characteristics and variation rule of wind are analyzed. Through ana... According to the ship observation data over the South Indian Ocean during 1950 1995, taking 1°× 1° and 5°× 5°grid, the characteristics and variation rule of wind are analyzed. Through analyzing the chart of isopleths of the monthly elements, the conclusion that the seasonal variation of the wind field over the South Indian Ocean is less remarkable than that in the oceans of the Northern Hemisphere is got. The seasonal variation of the wind field is also obvious in this region, but the seasonal difference is little. The wind in winter is stronger than in summer, correspondingly, the average wind speed is higher, and the frequencies of gale of forces ≥ 6 and 8 are also higher. The north of 10°S is a monsoon area; Southeast wind prevails all over the year in the rest of the trade wind area; Westerly wind dominates in the south of 40°S. This paper provides specific data of wind field and variation for ship ocean transportation, ocean-going visits and scientific experiment. 展开更多
关键词 South Indian Ocean pressure field Wind field
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Wind Pressures on Structures by Proper Orthogonal Decomposition 被引量:1
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作者 Fanghui Li Ming Gu +1 位作者 Zhenhua Ni Shizhao Shen 《Journal of Civil Engineering and Architecture》 2012年第2期238-243,共6页
Proper orthogonal decomposition (POD) is an effective statistical technique for data reduction and feature extraction of the random field including the wind field. This paper introduces the theory of the POD and ill... Proper orthogonal decomposition (POD) is an effective statistical technique for data reduction and feature extraction of the random field including the wind field. This paper introduces the theory of the POD and illustrates engineering of structures. Using the POD technique, it is shown that wind pressure data can be accurately reconstructed with a limited number of modes using the wind pressure data from wind tunnel test. Comparing the reconstructed values by POD with the original measured values from the wind tunnel test both in the time and frequency domains, it is concluded that the proper orthogonal decomposition(POD) is an efficient and practical technique for deriving the random wind pressure field from limited known data as shown in the pitched roof example in this paper. 展开更多
关键词 Proper orthogonal decomposition pitched roof reconstruction of wind pressure field.
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BEHAVIOR OF OBSTRUCTED SQUARE BUOYANT VERTICAL JETS IN STATIC AMBIENT (Ⅱ)-ANALYSIS ON BEHAVIOR OF FLOW FIELD
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作者 槐文信 方神光 戴会超 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2006年第5期653-659,共7页
Based on a series of numerical calculations, the behavior of flow field in obstructed square buoyant vertical jet is summarized and analyzed. Based on the axial line velocity distribution, the flow after the disc can ... Based on a series of numerical calculations, the behavior of flow field in obstructed square buoyant vertical jet is summarized and analyzed. Based on the axial line velocity distribution, the flow after the disc can be divided into three regions, i.e., recirculation region, transitional region and self-similar region The characteristic of selfsimilarity of upright velocity was validated. The three regions can also be distinguished based on the axial velocity. The axial velocity in self-similar region was found to obey the same law and the formula presented by introducing the velocity expression used by Chen and Rodi. The isolines of pressure on cross-sections of different heights were displayed and the production, expansion, breaking and disappearing of negative pressure regions were found. 展开更多
关键词 buoyant jets divided regions velocity field pressure field axial velocity
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Fluid Dynamic Field in BozhongDepression, Bohai Bay Basin
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作者 Ye Jiaren Chen Bonghan Yang Xianghua Faculty of Earth Resources, China University of Geosciences, Wuhan 430074 《Journal of China University of Geosciences》 SCIE CSCD 2001年第1期84-89,共6页
The data from regional geology, boreholes, geophysics and tests are integrated to analyze the fluid dynamic field in the Bozhong depression, Bohai Bay basin. The current geothermal gradient is determined to be about ... The data from regional geology, boreholes, geophysics and tests are integrated to analyze the fluid dynamic field in the Bozhong depression, Bohai Bay basin. The current geothermal gradient is determined to be about 2.95 /100 m by integrating 266 drill-stem test (DST) measurements and comparing with the global average value. The paleogeothermal gradients are calculated from the homogenization temperatures of saline inclusions, which vary both laterally and vertically. The data from sonic logs, well tests and seismic velocities are used to investigate the pressure variations in the study area. The mudstone compaction is classified as three major types: normal compaction and normal pressure, under-compaction and overpressure, and past-compaction and under-overpressure. The current pressure profile is characterized by normal pressure, sight pressure and intense overpressure from top to bottom The faults, unconformity surfaces and interconnecting pores constitute a complex network of vertical and horizontal fluid flows within the depression. The fluid potential energy profiles present a 'double-deck' structure. The depocenters are the area of fluids supply, whereas the slopes and uplifts are the main areas of fluids charge. 展开更多
关键词 Bozhong depression fluid dynamic field geothermal field pressure field potential energy field.
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A coupled model of temperature and pressure based on hydration kinetics during well cementing in deep water
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作者 WANG Xuerui SUN Baojiang +5 位作者 LIU Shujie LI Zhong LIU Zhengli WANG Zhiyuan LI Hao GAO Yonghai 《Petroleum Exploration and Development》 2020年第4期867-876,共10页
Considering the complicated interactions between temperature,pressure and hydration reaction of cement,a coupled model of temperature and pressure based on hydration kinetics during deep-water well cementing was estab... Considering the complicated interactions between temperature,pressure and hydration reaction of cement,a coupled model of temperature and pressure based on hydration kinetics during deep-water well cementing was established.The differential method was used to do the coupled numerical calculation,and the calculation results were compared with experimental and field data to verify the accuracy of the model.When the interactions between temperature,pressure and hydration reaction are considered,the calculation accuracy of the model proposed is within 5.6%,which can meet the engineering requirements.A series of numerical simulation was conducted to find out the variation pattern of temperature,pressure and hydration degree during the cement curing.The research results show that cement temperature increases dramatically as a result of the heat of cement hydration.With the development of cement gel strength,the pore pressure of cement slurry decreases gradually to even lower than the formation pressure,causing gas channeling;the transient temperature and pressure have an impact on the rate of cement hydration reaction,so cement slurry in the deeper part of wellbore has a higher rate of hydration rate as a result of the high temperature and pressure.For well cementing in deep water regions,the low temperature around seabed would slow the rate of cement hydration and thus prolong the cementing cycle. 展开更多
关键词 deep-water drilling well cementing hydration reaction kinetics temperature field pressure field coupled prediction model
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Influence of fault slip on mining-induced pressure and optimization ofroadway support design in fault-influenced zone 被引量:13
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作者 Hongwei Wang Yaodong Jiang +4 位作者 Sheng Xue Lingtao Mao Zhinan Lin Daixin Deng Dengqiang Zhang 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2016年第5期660-671,共12页
This paper presents an investigation on the characteristics of overlying strata collapse and mining-induced pressure in fault-influenced zone by employing the physical modeling in consideration of fault structure. The... This paper presents an investigation on the characteristics of overlying strata collapse and mining-induced pressure in fault-influenced zone by employing the physical modeling in consideration of fault structure. The precursory information of fault slip during the underground mining activities is studied as well. Based on the physical modeling, the optimization of roadway support design and the field verification in fault-influenced zone are conducted. Physical modeling results show that, due to the combined effect of mining activities and fault slip, the mining-induced pressure and the extent of damaged rock masses in the fault-influenced zone are greater than those in the uninfluenced zone. The sharp increase and the succeeding stabilization of stress or steady increase in displacement can be identified as the precursory information of fault slip. Considering the larger mining-induced pressure in the fault-influenced zone, the new support design utilizing cables is proposed. The optimization of roadway support design suggests that the cables can be anchored in the stable surrounding rocks and can effectively mobilize the load bearing capacity of the stable surrounding rocks. The field observation indicates that the roadway is in good condition with the optimized roadway support design. 展开更多
关键词 Physical modeling Fault slipMining-induced pressure Roadway support design field observation
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Comparison of corneal biomechanical properties in normal tension glaucoma patients with different visual field progression speed 被引量:4
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作者 Ying Hong Nobuyuki Shoji +4 位作者 Tetsuya Morita Kazunori Hirasawa Kazuhiro Matsumura Masayuki Kasahara Kimiya Shimizu 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2016年第7期973-978,共6页
AIM:To compare the corneal biomechanical properties difference by ocular response analyzer(ORA) in normal tension glaucoma(NTG) patients with different visual field(VF) progression speed. METHODS:NTG patients ... AIM:To compare the corneal biomechanical properties difference by ocular response analyzer(ORA) in normal tension glaucoma(NTG) patients with different visual field(VF) progression speed. METHODS:NTG patients with well-controlled Goldmann applanation tonometer(GAT) who routinely consulted Kitasato University Hospital Glaucoma Department between January 2010 and February 2014 were enrolled.GAT and ORA parameters including corneal compensated intraocular pressure(lOPcc),Goldmann estimated intraocular pressure(lOPg),corneal hysteresis(CH),corneal resistance factor(CRF) were recorded.VF was tested by Swedish interactive threshold algorithm(SITA)-standard 30-2 fields.All patients underwent VF measurement regularly and GAT did not exceed 15 mm Hg at any time during the 3y follow up.Patients were divided into four groups according to VF change over 3y,and ORA findings were compared between the upper 25th percentile group(slow progression group) and the lower 25th percentile group(rapid progression group).RESULTS:Eighty-two eyes of 56 patients were studied.There were 21 eyes(21 patients) each in rapid and slow progression groups respectively.GAT,lOPcc,lOPg,CH,CRF were 12.1+1.4 mm Hg,15.8±1.8 mm Hg,12.8±2.0 mm Hg,8.4±1.1 mm Hg,7.9±1.3 mm Hg respectively in rapid progression group and 11.5±1.3 mm Hg,13.5±2.1 mm Hg,11.2±1.6 mm Hg,9.3±1.1 mm Hg,8.2±0.9 mm Hg respectively in slow progression group(P=0.214,〈0.001,0.007,0.017,0.413,respectively).In bivariate correlation analysis,lOPcc,lOPcc-GAT and CH were significant correlated with m△MD(r =-0.292,-0.312,0.228 respectively,P =0.008,0.004,0.039 respectively).CONCLUSION:Relatively rapid VF progression occurred in NTG patients whose lOPcc are rather high,CH are rather low and the difference between lOPcc and GAT are relatively large.Higher lOPcc and lower CH are associated with VF progression in NTG patients.This study suggests that GAT measures might underestimate the IOP in such patients. 展开更多
关键词 ocular response analyzer intraocular pressure corneal biochemical properties visual field normal tension glaucoma
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Machine learning-assisted sparse observation assimilation for real-time aerodynamic field perception 被引量:1
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作者 ZHAO QingYu HUANG Jun +3 位作者 GUO YuXin PAN YuXuan JI JingJing HUANG YongAn 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2024年第5期1458-1469,共12页
Accurate aerodynamic distribution perception and real-time flight state evaluation are crucial for flight safety,e.g.,stall detection.However,the observations are usually sparse due to limitations in sensor mounting s... Accurate aerodynamic distribution perception and real-time flight state evaluation are crucial for flight safety,e.g.,stall detection.However,the observations are usually sparse due to limitations in sensor mounting space and cost,and a reconstruction technology is urgently required.Herein,a machine learning-assisted assimilation method based on sparse observations has been proposed.Different from the traditional reconstruction methods focusing on boundary condition correction,the proposed method formulates the flow field pressure distribution as a linear superposition of flow field modes,thereby forming a real-time reconstruction pattern that combines offline modal extraction using computational fluid dynamics(CFD)with real-time determination of modal weights using a neural network.In this study,CFD simulations were conducted under 800different operating conditions for common modal extraction and model training.The weights of these modes were determined online based on merely five observations for reconstructing the full pressure field.A pressure reconstruction with a relative error of 6.1%and a mean square error of 0.003 was achieved within the prescribed condition range.The computational cost was just2 ms for each reconstruction run,significantly faster than the 20 min required by the classical reconstruction ensemble transform Kalman filter.It also showed that the method maintains almost the same accuracy amidst 1.5%measurement noise.As practical examples,shock waves and the change of lift coefficient were analyzed using the proposed method,providing remarkable evidence for the capability of the method in supporting stall detection.These validate the method’s effectiveness and explore its potential in real-time and accurate monitoring of an aircraft. 展开更多
关键词 aerodynamic force sparse observation neural networks pressure field reconstruction
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Theoretical and Applied Mechanics Letters 被引量:2
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作者 Xuan Zhao Lin Du +2 位作者 Xuhao Peng Zichen Deng Weiwei Zhang 《Theoretical & Applied Mechanics Letters》 CSCD 2021年第2期63-69,共7页
The placement of pressure taps on the surface of the wind tunnel test model is an important means toobtain the surface pressure distribution.However,limited by space location and experimental cost,it isdifficult to ar... The placement of pressure taps on the surface of the wind tunnel test model is an important means toobtain the surface pressure distribution.However,limited by space location and experimental cost,it isdifficult to arrange enough pressure measuring taps on the surface of complex models to obtain completepressure distribution information,thus it is impossible to obtain accurate lift and moment characteristicsthrough integration.The paper proposes a refined reconstruction method of airfoil surface pressure basedon compressed sensing,which can reconstruct the pressure distribution with high precision with lesspressure measurement data.Tests on typical airfoil subsonic flow around flow show that the accuracyof lift and moment after the pressure integration reconstructed by 4-8 measuring points can meet therequirements of the national military standard.The algorithm is robust to noise,and provides a new ideafor obtaining accurate force data from sparse surface pressure tests in engineering. 展开更多
关键词 pressure test Compressed sensing Proper orthogonal decomposition pressure field reconstruction
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Streamwise Vorticity Equation 被引量:1
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作者 高守亭 雷霆 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2000年第3期339-347,共9页
A streamwise vorticity equation is derived in generalized natural coordinates. This equation reveals that the total change and local change of the streamwise vorticity are mainly determined by the curvature of streaml... A streamwise vorticity equation is derived in generalized natural coordinates. This equation reveals that the total change and local change of the streamwise vorticity are mainly determined by the curvature of streamline, unsteady feature of streamline and magnitude of velocity. This equation enables the study of mesoscale or small-scale systems since the term associated with pressure gradient force in the original vorticity equation is replaced by terms associated with streamlines and wind speed. With this modification the wind field rather than the pressure field is used in the calculation considering that 1) the pressure field is to adapt wind field. 2) Smoother and more consecutive streamline pattern is easier to obtain either by data analysis or by the numerical simulation. From this sense, this present study suggests the application of this equation to studying the evolution of severe storm system as well as other simplified cases. Key words Wind field instead of pressure field - Generalized natural coordinate - Streamwise vorticity This work was supported by the project on the study of the formative mechanism and predictive theory of the significant climate and weather disaster in China under Grant G 1998040907 and by the key project on the Dynamic Study of Severe Mesoscale Covective Systems sponsored by the National Natural Science Foundation of China under Grant No. 49735180. 展开更多
关键词 Wind field instead of pressure field Generalized natural coordinate Streamwise vorticity
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