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Integration of high-fidelity model of forward variable area bypass injector into zero-dimensional variable cycle engine model 被引量:13
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作者 Fu SONG Li ZHOU +2 位作者 Zhanxue WANG Zhifu LIN Jingwei SHI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2021年第8期1-15,共15页
Forward Variable Area Bypass Injector(FVABI)is one of key components which contributes to modulate the cycle parameters of Variable Cycle Engine(VCE)under various operation conditions.The modeling method of zero-dimen... Forward Variable Area Bypass Injector(FVABI)is one of key components which contributes to modulate the cycle parameters of Variable Cycle Engine(VCE)under various operation conditions.The modeling method of zero-dimensional FVABI was reviewed and its deficiency was analyzed based on FVABI flow characteristic.In order to improve the accuracy of VCE performance simulation,the high-fidelity modeling method of FVABI was developed based on its working characteristics.Then it was coupled with the zero-dimensional VCE model and the multi-level VCE model was built.The results indicate that the geometric and aerodynamic parameters can affect the interaction between the two airflows and the zero-dimensional FVABI model is too simple to predict the component performance accurately,especially when the FVABI inner bypass is chocked.Based on the performance curves for single bypass mode and the regression model of multi-scale support vector regression for double bypass mode,the high-fidelity model can predict FVABI performance accurately and rapidly.The integration of high-fidelity FVABI model into zerodimensional VCE model can be done by adjusting iterative variables and balance equations.The multi-level model has good convergence and it can predict VCE performance when the FVABI inner bypass is chocked. 展开更多
关键词 Coupling method Forward variable area bypass injector High-fidelity model Multi-scale support vector regression variable cycle engine
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Investigations of entrainment characteristics and shear-layer vortices evolution in an axisymmetric rear variable area bypass injector 被引量:9
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作者 Guoping HUANG Chao LI +1 位作者 Chen XIA Qian LI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2022年第4期230-244,共15页
In this study,firstly,for the axisymmetric RVABI,the change-rule of adverse pressure gradient caused by radial velocity during the transition of internal flow mode in variable geometry is summarized,and a Bypass Ratio... In this study,firstly,for the axisymmetric RVABI,the change-rule of adverse pressure gradient caused by radial velocity during the transition of internal flow mode in variable geometry is summarized,and a Bypass Ratio(BR) iterative algorithm based on the empirical correlation of non-equilibrium pressure is proposed.The algorithm can estimate the nonlinear relationship between area ratio and BR,with an error range falling below 6.5%.Then,we discuss the favorable effect of uniform mixing on the thrust augmentation of mixed exhaust under variable BR conditions.From this point of view,the characteristics of vortices evolution in different shear strength jets are compared,to clarify the effect of variable cycle parameters on jet mixing.As the results suggest,when ■ is as low as 0.22,the K-H disturbance is of high-frequency wavelet property,and it is difficult to induce large-scale spanwise vortices.The macro migrations of fluid elements in span wise vortices and the diffusion effect caused by edge tearing is weak,which is not conducive to the energy exchange between the two streams.However,the low ■ jet will also correspondingly weaken the viscous dissipation effect of vortices.It is concluded that the dissipation level is proportional to the 2.31 power of the ■. 展开更多
关键词 variable cycle engine Rear variable area bypass injector Bypass ratio adjustment Mixed exhaust Thermal mixing Spanwise vortex
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A multi-fidelity simulation method research on front variable area bypass injector of an adaptive cycle engine 被引量:12
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作者 Zhewen XU Ming LI +1 位作者 Hailong TANG Min CHEN 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2022年第4期202-219,共18页
Front Variable Area Bypass Injector(Front-VABI) is a component of the Adaptive Cycle Engine(ACE) with important variable-cycle features. The performance of Front-VABI has a direct impact on the performance and stabili... Front Variable Area Bypass Injector(Front-VABI) is a component of the Adaptive Cycle Engine(ACE) with important variable-cycle features. The performance of Front-VABI has a direct impact on the performance and stability of ACE, but the current ACE performance model uses approximate models for Front-VABI performance calculation. In this work, a multi-fidelity simulation based on a de-coupled method is developed which delivers a more accurate calculation of the Front-VABI performance based on Computational Fluid Dynamics(CFD) simulation. This simulation method proposes a form of Front-VABI characteristic and its matching calculation method between it and the ACE performance model, constructs a coupling method between the(2-D) Front-VABI model and the(0-D) ACE performance model. The result shows, when ACE works in triple bypass mode, the approximate model cannot account for the effect of FrontVABI pressure loss on Core Driven Fan Stage(CDFS) design pressure ratio, and the calculated error of high-pressure turbine inlet total temperature is more than 40 K in mode transition condition(the transition operating condition between triple bypass mode and double bypass mode). In double bypass mode, the approximate model can better simulate the performance of FrontVABI by considering the local loss of area expansion. This method can be applied to the performance-optimized design of Front-VABI and the ACE control law design during mode transition. 展开更多
关键词 Adaptive cycle engine Computational fluid dynamics Front variable area bypass injector Multi-fidelity simulation Performance model
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Numerical study of steady flow characteristics of a rear variable-area bypass injector with alternating area regulator 被引量:2
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作者 Runfu LIU Zhenyao LI +3 位作者 Huiliu ZHANG Qixing WANG Yue HUANG Yancheng YOU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第5期180-198,共19页
The mixing effectiveness of the airflow between the inner and outer bypass inlets of a Rear Variable-Area Bypass Injector(RVABI)is the key to the afterburner performance of variable cycle engines.This paper describes ... The mixing effectiveness of the airflow between the inner and outer bypass inlets of a Rear Variable-Area Bypass Injector(RVABI)is the key to the afterburner performance of variable cycle engines.This paper describes an optimized RVABI design based on an alternating area regulator to improve the velocity/temperature uniformity of the incoming flow at the afterburner.Compared with a classical RVABI,numerical simulations show that the proposed alternating RVABI performs better in terms of thermal mixing efficiency and total pressure loss in different variable cycle engine modes.Both the increasing air contact area between the inner and outer bypass of alternating structure RVABI,and a larger streamwise vortex in the inner bypass inlet due to the proposed alternating lobe structure in the RVABI contribute to the significantly increase of mixing effectiveness.Besides,the alternating regulator induces strong streamwise vortex,which helps to improve the airflow mixing with its vortex-induced velocity.The interaction between the streamwise vortex and azimuthal vortex further promises the velocity/temperature uniformity after the RVABI.With the increase of alternating lobe’s height ratio,the covering area of the streamwise vortex and the azimuthal vortex is enlarged,which further enhances the thermal mixing efficiency of the RVABI.This design gives an insight into the future design and optimization of RVABI. 展开更多
关键词 Alternating area regulator Lobed mixer variable cycle engine Rear variable-area Bypass Injector(RVABI) Streamwise vortex
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Application of Variable Strategies in the Low-cost and Energy-saving Rural Residences in Transitional Areas 被引量:1
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作者 LU Meijun LIU Jingxia WANG Guixiu 《Journal of Landscape Research》 2012年第9期49-51,共3页
Changeful and complex rural family structure and climatic features of transitional areas in China make the application of variable strategy in energy-saving rural residence designs possible.Aiming at the low cost,seve... Changeful and complex rural family structure and climatic features of transitional areas in China make the application of variable strategy in energy-saving rural residence designs possible.Aiming at the low cost,several effective and reasonable variable strategies were proposed for the design of interior spaces,main bedroom,sunshine room,staircase,west wall,door and window design to satisfy changing structure of a family during different periods and their different thermo-technical requirements in winter and summer.In this way,thermal comfort of rural indoor spaces will be improved,more energy saved,useful experience and thoughts provided for the energy-saving residence design in cold regions and regions hot in summer and cold in winter. 展开更多
关键词 variable STRATEGIES Transitional area RURAL RESIDENCE ENERGY-SAVING design Family structure CLIMATIC features
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A Stroke-Limitation AMD Control System with Variable Gain and Limited Area for High-Rise Buildings
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作者 Zuo-Hua Li Qing-Gui Wu +1 位作者 Jun Teng Chao-Jun Chen 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第1期865-884,共20页
Collisions between a moving mass and an anti-collision device increase structural responses and threaten structural safety.An active mass damper(AMD)with stroke limitations is often used to avoid collisions.However,a ... Collisions between a moving mass and an anti-collision device increase structural responses and threaten structural safety.An active mass damper(AMD)with stroke limitations is often used to avoid collisions.However,a strokelimited AMD control system with a fixed limited area shortens the available AMD stroke and leads to significant control power.To solve this problem,the design approach with variable gain and limited area(VGLA)is proposed in this study.First,the boundary of variable-limited areas is calculated based on the real-time status of the moving mass.The variable gain(VG)expression at the variable limited area is deduced by considering the saturation of AMD stroke.Then,numerical simulations of a stroke-limited AMD control system with VGLA are conducted on a high-rise building structure.These numerical simulations show that the proposed approach has superior strokelimitation performance compared with a stroke-limited AMD control system with a fixed limited area.Finally,the proposed approach is validated through experiments on a four-story steel frame. 展开更多
关键词 High-rise buildings active control stroke limitations variable gain variable limited area
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Parameterized Littlewood-Paley Operators and Their Commutators on Two-Weight Grand Homogeneous Variable Herz-Morrey Spaces
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作者 Xijuan CHEN Wenwen TAO Guanghui LU 《Journal of Mathematical Research with Applications》 2025年第2期231-242,共12页
In this paper,the authors prove that the parameterized area integralμ_(Ω,S)^(ρ)and the parameterized Littlewood-Paley g_(δ)^(*)-functionμ_(Ω,δ)^(*,ρ)are bounded on two-weight grand homogeneous variable Herz-Mo... In this paper,the authors prove that the parameterized area integralμ_(Ω,S)^(ρ)and the parameterized Littlewood-Paley g_(δ)^(*)-functionμ_(Ω,δ)^(*,ρ)are bounded on two-weight grand homogeneous variable Herz-Morrey spaces MK_(p),θ,q(·))^(α(·),λ)(ω_(1),ω_(2)),where θ>0,λ∈(2,∞),q(·)∈B(R^(n)),α(·)∈L^(∞)(R^(n)),ω_(1)∈A_(p_(ω_(1)))for p_(ω_(1))∈[1,∞]and ω_(2) is a weight.Furthermore,the authors prove that the commutators[b,μ_(Ω,S)^(ρ)]which is formed by b∈BMO(R^(n))and the μ_(Ω,S)^(ρ),and the[b,μ_(Ω,δ)^(*,ρ)]generated by b∈BMO(R^(n))and theμ_(Ω,δ)^(*,ρ)are bounded on MK_(p),θ,q(·))^(α(·),λ)(ω_(1),ω_(2)),respectively. 展开更多
关键词 Grand homogeneous variable Herz-Morrey space parameterized area integral parameterized Littlewood-Paley g_(δ)^(*)-function commutator space BMO(R^(n))
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Mechanism of adjusting bypass ratio by front variable area bypass injector for a variable cycle engine
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作者 Qian LI Chen XIA +3 位作者 Guoping HUANG Omer MUSA Linjun LI Zonghan YU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第10期158-171,共14页
The Front Variable Area Bypass Injector(FVABI)is a key to bypass ratio adjustment for a Variable Cycle Engine(VCE).In order to study the role of the FVABI with the Core Driven Fan Stage(CDFS)duct,firstly,the engine by... The Front Variable Area Bypass Injector(FVABI)is a key to bypass ratio adjustment for a Variable Cycle Engine(VCE).In order to study the role of the FVABI with the Core Driven Fan Stage(CDFS)duct,firstly,the engine bypass with the CDFS duct model and the equivalent engine bypass without the CDFS duct model are designed using the concept of a jet boundary line.By comparing the difference between airflow driving forces in the two engine bypass models,the quantitative effects of the injection from the CDFS duct on the mass flow rate of the engine bypass airflow are obtained under different combinations of pressure difference and area ratios.Then,the CDFS duct injection characteristic map is obtained through the typical experiment of the FVABI.Based on this map,the performance model of the FVABI is developed.Finally,the turbofan engine model with the Variable Inlet Guide Vane(VIGV),the First Variable Cycle Engine model(VCE1)with the CDFS duct and without the VIGV,and the Second Variable Cycle Engine model(VCE2)with the CDFS duct and VIGV are built.The gain on the engine bypass ratio adjustment range caused by the injection from the CDFS duct is clarified by comparing the three engine models.It is concluded that the bypass ratio adjustment range of the variable cycle engine with the FVABI is about twice that of the traditional turbofan engine. 展开更多
关键词 Front variable area bypass injector variable cycle engine Bypass ratio Injection CDFS duct injection characteristic map
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Predicting potential suitable areas of Orchidaceae plants with national key reserve from Heilongjiang province in MaxEnt models
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作者 Weixue Zhong Xiaoxue Wei +6 位作者 Yujia Yu Xiaoqing Tang Ye Zhang Xinyu Huang Xiaohui Li Ying Liu Dewen Li 《Ecological Frontiers》 2026年第1期18-28,共11页
The study aimed at predicting potential suitable areas with national key reserve Orchidaceae plants in Heilongjiang province and conducive to plant protection.The distribution point data of six Orchidaceae plants and ... The study aimed at predicting potential suitable areas with national key reserve Orchidaceae plants in Heilongjiang province and conducive to plant protection.The distribution point data of six Orchidaceae plants and 19 bioclimatic variables were selected,and the environmental factors required for modeling were screened out by pearson correlation analysis and variance inflation factor(VIF)analysis.The potential suitable areas of Orchidaceae plants were predictat present and under different climate scenarios in 2090s by using geographic information system(GIS)and Maximum Entropy Model(MaxEnt).And then evaluated the prediction accuracy of the MaxEnt model using the AUC value,the TSS value and the Kappa value.The results showed that:1)The area under curve(AUC)values,true skill statistics(TSS)values and KAPPA values predicted by MaxEnt model were separately above 0.9,0.85 and 0.75.2)Under the climate scenario at present,the total suitable area of Orchidaceae plants was about 9.61×10^(6)km^(2),which was mainly distributed in Heilongjiang province.Among them,the high-suitable area of Cypripedium shanxiense S.C.Chen was the largest,the non-suitable area of Cypripedium guttatum Sw was the largest.3)Under different climate scenarios in 2090s,the total suitable area was slightly increasing(9.62×10^(6)km^(2)).Among them,Cypripedium shanxiense S.C.Chen and Gastrodiae Rhizoma both showed the trend of expansion to the southwest,China,and the suitable areas expanded significantly.Comprehensive factor analysis showed that temperature and precipitation were the main bioclimatic variables of suitable areas distribution,and the low emission scenario(SSP 2-4.5)will be more conducive to the survival of Orchidaceae plants. 展开更多
关键词 Orchidaceae plants Potential suitable areas Bioclimatic variables MaxEnt models National key reserve
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Retrieval of canopy biophysical variables from remote sensing data using contextual information 被引量:1
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作者 肖志强 王锦地 +2 位作者 梁顺林 屈永华 万华伟 《Journal of Central South University of Technology》 EI 2008年第6期877-881,共5页
In order to improve the accuracy of biophysical parameters retrieved from remotely sensing data, a new algorithm was presented by using spatial contextual to estimate canopy variables from high-resolution remote sensi... In order to improve the accuracy of biophysical parameters retrieved from remotely sensing data, a new algorithm was presented by using spatial contextual to estimate canopy variables from high-resolution remote sensing images. The developed algorithm was used for inversion of leaf area index (LAI) from Enhanced Thematic Mapper Plus (ETM+) data by combining with optimization method to minimize cost functions. The results show that the distribution of LAI is spatially consistent with the false composition imagery from ETM+ and the accuracy of LAI is significantly improved over the results retrieved by the conventional pixelwise retrieval methods, demonstrating that this method can be reliably used to integrate spatial contextual information for inverting LAI from high-resolution remote sensing images. 展开更多
关键词 inverse problem canopy biophysical variables contextual information leaf area index
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Commutators of Littlewood-Paley Operators on Herz Spaces with Variable Exponent
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作者 Hongbin Wang Yihong Wu 《Analysis in Theory and Applications》 CSCD 2016年第2期149-163,共15页
Let Ω ∈ L^2(S^n-1) be homogeneous function of degree zero and b be BMO functions. In this paper, we obtain some boundedness of the Littlewood-Paley Opera- tors and their higher-order commutators on Herz spaces wit... Let Ω ∈ L^2(S^n-1) be homogeneous function of degree zero and b be BMO functions. In this paper, we obtain some boundedness of the Littlewood-Paley Opera- tors and their higher-order commutators on Herz spaces with variable exponent. 展开更多
关键词 Herz space variable exponent COMMUTATOR area integral Littlewood-Paley gλ* func-t-ion.
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基于致密砂岩不同孔喉结构含气饱和度的测井评价方法
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作者 陈婷 刘岩 +5 位作者 李可赛 曹茜 周家林 王力 林行杰 荆斌昊 《测井技术》 2026年第1期121-134,共14页
鄂尔多斯盆地杭锦旗地区锦72井区孔喉结构复杂,影响储层含气性。针对该区致密砂岩储层强非均质性和复杂孔隙结构的含气性评价难题,基于储层基本特征和测井资料建立了岩性控制下的孔喉结构模型,构建差异化孔喉结构含气性评价体系,实现了... 鄂尔多斯盆地杭锦旗地区锦72井区孔喉结构复杂,影响储层含气性。针对该区致密砂岩储层强非均质性和复杂孔隙结构的含气性评价难题,基于储层基本特征和测井资料建立了岩性控制下的孔喉结构模型,构建差异化孔喉结构含气性评价体系,实现了研究区复杂储层气水识别,为该区天然气勘探开发提供可靠的技术支撑。研究表明:①研究区孔喉类型可划分为长石粒内溶孔-高岭石晶间孔型(Ⅰ类)和岩屑粒内微溶孔-伊利石晶间孔型(Ⅱ类),Ⅰ类以含砾粗粒岩屑砂岩为主,孔径较大连通性好,含气性高,Ⅱ类以中-粗/粗-中粒岩屑砂岩为主,因伊利石作用呈高束缚水特征,孔径小连通性差,含气饱和度低。②综合考虑孔喉结构、岩性和物性分析,建立基于变胶结指数m、饱和度指数n的阿尔奇公式含气饱和度计算模型与常规束缚水饱和度计算模型,以实现对研究区含气性的精确评价。孔喉类型由Ⅰ类向Ⅱ类变化时,m值逐渐升高,同时在黏土矿物的控制作用下,Ⅰ类主要发育高岭石,n值稳定,Ⅱ类主要发育伊利石,n值呈增大趋势。③根据研究区动态产能特征与静态气水识别结果建立气水识别标准,提高了气水层判别的可靠性,单井验证对比射孔结果具有一致性。该方法有效实现了致密砂岩储层孔喉结构的定量表征,从孔喉结构参数选取角度提高了含气饱和度计算精确度,为研究区含气性精细评价提供了参考价值。 展开更多
关键词 测井评价 气水识别 孔喉结构 含气饱和度 变岩电参数 杭锦旗地区
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降水变化对荒漠草原植物群落主要物种气孔形态和光合生理特性的影响
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作者 邓文辉 宋珂辰 +4 位作者 张浩 管思雨 雍嘉仪 谢铁娜 胡海英 《草业学报》 北大核心 2026年第1期65-78,共14页
本研究以宁夏荒漠草原植物群落的主要物种短花针茅、赖草、牛枝子、银灰旋花、远志为对象,设置增加50%自然降水量(PA),自然降水量(CK),减少50%自然降水量(PR)3个处理,研究了不同降水量下,荒漠草原主要植物叶片光合、气孔形态特征、水分... 本研究以宁夏荒漠草原植物群落的主要物种短花针茅、赖草、牛枝子、银灰旋花、远志为对象,设置增加50%自然降水量(PA),自然降水量(CK),减少50%自然降水量(PR)3个处理,研究了不同降水量下,荒漠草原主要植物叶片光合、气孔形态特征、水分利用效率的变化,揭示了荒漠草原主要植物对降水改变的光合适应机制,以期为荒漠草原生态系统管理以及应对全球气候变化趋势所带来的影响提供理论依据。结果表明:在荒漠草原,植物通过增加叶片气孔的周长和面积来降低蒸腾速率和气孔导度,从而降低净光合速率、提高水分利用效率达到适应干旱环境的目的。其中银灰旋花的净光合速率对降水量变化最敏感,PA处理下的净光合速率是PR处理的6.65倍,同时其水分利用效率最低。而赖草对水分的利用能力最高,短花针茅和远志次之。各主要群落植物的比叶面积指数均随降水量减少而显著增大(P<0.05)。植物叶片气孔形状偏向于圆形会增加植物的水分利用效率,而叶片气孔形状偏向于长形会增加植物的净光合速率。综合分析后可以看出,这5种植物中光合和水分利用的生态适应能力的高低为短花针茅>赖草>远志>银灰旋花>牛枝子。 展开更多
关键词 荒漠草原 降水变化 光合作用 气孔特征 δ^(13)C 比叶面积
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基于哑变量与联立方程组的樟子松人工林碳储量生长模型
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作者 张丽荣 李镐然 +3 位作者 王奇龙 刘丹丹 赵雅琪 王维芳 《应用生态学报》 北大核心 2026年第1期145-154,共10页
为了科学预测樟子松人工林碳储量动态变化,本研究基于黑龙江省樟子松人工林固定监测样地数据,筛选确定Weibull模型为林分碳储量随林龄变化的最优基础模型。在此基础上,通过再参数化方法,构建了包含地位级指数(SCI)和林分密度指数(SDI)... 为了科学预测樟子松人工林碳储量动态变化,本研究基于黑龙江省樟子松人工林固定监测样地数据,筛选确定Weibull模型为林分碳储量随林龄变化的最优基础模型。在此基础上,通过再参数化方法,构建了包含地位级指数(SCI)和林分密度指数(SDI)的广义模型C1,以及包含SCI和林分胸高断面积(BAS)的广义模型C2。为量化区域影响,在C1模型的基础上引入区域哑变量,建立模型C3;同时,采用非线性似乎不相关回归法,构建了BAS与碳储量的联立方程组,形成碳储量模型系统。结果表明:优化模型C1、C2和C3的决定系数(R2)分别为0.9856、0.9968和0.9862,均方根误差(RMSE)均低于3 t·hm^(-2),模型稳定且预测精度高。C1与C2模型比较显示,BAS对碳储量估算的影响大于SDI。基于区域哑变量的C3模型将26个林区划分为3个区域,在林分年龄、SCI和SDI相同条件下,碳储量表现为区域2(完达山山系)>区域1(小兴安岭和张广才岭)>区域3(平原地区),证实区域对碳积累具有显著影响。联立模型系统中各子模型的R2均大于0.98,相对均方根误差(rRMSE)均小于9%,表明模型系统具有良好的通用性与稳定性。本研究构建的独立模型(C1、C2和C3)和模型系统各有侧重,适用于不同实际应用场景的林分碳储量精准预测,为樟子松人工林碳汇评估与经营决策提供科学依据。 展开更多
关键词 樟子松人工林 哑变量 胸高断面积 碳储量生长模型 联立方程组
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后可变面积涵道引射器动态流动调节特性研究
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作者 冯子懿 李臻曜 +3 位作者 朱来钰 黄玥 张慧骝 尤延铖 《航空动力学报》 北大核心 2026年第1期152-163,共12页
通过非定常数值仿真对后可变面积涵道引射器(RVABI)动态面积调节过程的流场特性进行了研究。首先发现面积调节器往复运动过程中外涵质量流量与面积调节器开度线性相关,而内涵质量流量进一步受面积调节器开度变化速度的影响,在单周期内... 通过非定常数值仿真对后可变面积涵道引射器(RVABI)动态面积调节过程的流场特性进行了研究。首先发现面积调节器往复运动过程中外涵质量流量与面积调节器开度线性相关,而内涵质量流量进一步受面积调节器开度变化速度的影响,在单周期内呈现出滞回变化特性,最终导致涵道比的非线性滞回变化。同时分析了定频率和变频率运动对特征指标的影响规律,发现非对称运动方式的频率变化是加力燃烧室流动特征指标变化的主要因素。进一步地,对涵道比变化进行了非线性动力学建模以快速预测不同运动方式下的涵道比变化,模型预测结果与数值仿真结果最大涵道比的平均误差为4.1%。 展开更多
关键词 后可变面积涵道引射器 自适应变循环发动机 加力燃烧室 动力学模型 动态仿真
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基于深度强化学习的高速公路合流区可变限速控制
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作者 黄德栋 侯亚利 +3 位作者 史鸿儒 于欣海 陈凌志 丁恒 《现代交通与冶金材料》 2026年第1期42-49,共8页
高速公路多条车道之间交通流存在显著的差异性,尤其在合流区域。为了提升高速公路合流区交通效率,基于深度强化学习理论,本文提出一种软行动者-评论家(Soft Actor-Critc, SAC)与差分可变限速(Differential Variable Speed Limit,DVSL)... 高速公路多条车道之间交通流存在显著的差异性,尤其在合流区域。为了提升高速公路合流区交通效率,基于深度强化学习理论,本文提出一种软行动者-评论家(Soft Actor-Critc, SAC)与差分可变限速(Differential Variable Speed Limit,DVSL)联合控制方法。该方法使用深度强化学习(Deep Reinforcement Learning,DRL)模型用于DVSL,将SAC算法与VSL结合,实现高速公路车道间施加动态且不同的限速措施。所提出的SAC-DVSL模型使用考虑安全和效率的混合奖励函数来训练DVSL智能体,并对训练过程进行了分析。通过SUMO仿真平台的实验测试表明,该控制策略能够提高高速公路合流区的安全性和通行效率。 展开更多
关键词 高速公路 合流区 可变限速控制 强化学习 软行动者-评论家(SAC)
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基于人工智能的砂姜黑土区土壤作物信息系统及变量施肥决策研究
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作者 张锦林 《中国农机装备》 2026年第2期101-103,共3页
基于人工智能技术构建土壤作物动态信息智能系统,包含系统查询、动态监控、智能决策、结果输出四部分,并构建了人工智能的变量施肥决策模型。分析了模型中的数据输入、机器学习算法选择、模型训练与验证、施肥决策制定。变量施肥决策模... 基于人工智能技术构建土壤作物动态信息智能系统,包含系统查询、动态监控、智能决策、结果输出四部分,并构建了人工智能的变量施肥决策模型。分析了模型中的数据输入、机器学习算法选择、模型训练与验证、施肥决策制定。变量施肥决策模型依据作物需肥规律与土壤供肥能力,为农户提供科学精准的施肥方案,有效提升肥料利用效率,对改善芜湖地区砂姜黑土区农业生产效益、保护生态环境具有重要意义。 展开更多
关键词 人工智能 砂姜黑土区 土壤作物信息系统 变量施肥 智能决策
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Multi-fidelity modelling of a high bypass ratio turbofan engine with variable area nozzle
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作者 Andrea Magrini Ernesto Benini 《Propulsion and Power Research》 2025年第2期227-242,共16页
Low pressure ratio fans of modern civil turbofans suffer from reduced stall margin in the take-off operating line and at part-speed,requiring variable geometry devices.Variable area nozzles(VAN)are one of the investig... Low pressure ratio fans of modern civil turbofans suffer from reduced stall margin in the take-off operating line and at part-speed,requiring variable geometry devices.Variable area nozzles(VAN)are one of the investigated solutions to control engine operating conditions throughout the mission.In this paper,we present a multi-fidelity modelling approach for an ultra-high bypass ratio turbofan engine with a VAN,combining a zero-dimensional thermody-namic cycle simulator using a realistic fan map with two-and three-dimensional detailed computational fluid dynamics(CFD)simulations for internal/external flow coupling.By adopting a novel algorithm to match the cycle conditions to the CFD solutions,the propulsive performance of the turbofan is analysed in a reference aircraft mission.The numerical method captures the effect on thrust generation and nacelle drag,providing a more reliable estimation of the impact of VAN on engine operation and efficiency.Low-speed mission points are confirmed to be those that benefit the most from an enlarged fan nozzle area,with a possible improvement of 3%in terms of thrust and specific fuel consumption at take-off and approach using a 10%larger area,similarly predicted by both 2D and 3D models.A preliminary acous-tic evaluation based on semi-empirical noise models indicates a modest effect on noise emis-sions,with up to 1 dB reduction in microphone signature at the sideline for a nozzle area increased by 10%. 展开更多
关键词 variable area nozzle(VAN) Ultra-high bypass ratio(UHBPR) TURBOFAN NACELLE Multi-fidelity modelling
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Spatiotemporal changes in forest loss and its linkage to burned areas in China 被引量:4
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作者 Zhiwei Wu Saijia Yan +1 位作者 Lei He Yanlong Shan 《Journal of Forestry Research》 SCIE CAS CSCD 2020年第6期2525-2536,共12页
Fire-induced forest loss has substantially increased worldwide over the last decade.In China,the connection between forest loss and frequent fi res on a national scale remains largely unexplored.In this study,we used ... Fire-induced forest loss has substantially increased worldwide over the last decade.In China,the connection between forest loss and frequent fi res on a national scale remains largely unexplored.In this study,we used a data set for a time-series of forest loss from the Global Forest Watch and for a MODIS-derived burned area for 2003–2015 to ascertain variations in forest loss and to explore its relationship with forest fi res(represented by burned areas)at the country-and forest-zone levels.We quantifi ed trends in forest loss during 2003–2015 using linear regression analysis and assessed the relation between forest loss and burned areas using Spearman’s correlation.Forest loss increased signifi cantly(264.8 km 2 a−1;R 2=0.54,p<0.01)throughout China,with an average annual increase of 11.4%during 2003–2015.However,the forest loss trend had extensive spatial heterogeneity.Forest loss increased mainly in the subtropical evergreen broadleaf forest zone(315.0 km 2 a−1;R 2=0.69,p<0.01)and tropical rainforest zone(38.8 km 2 a−1;R 2=0.66,p<0.01),but the loss of forest decreased in the cold temperate deciduous coniferous forest zone(−70.8 km 2 year−1;R 2=0.75,p<0.01)and the temperate deciduous mixed broadleaf and coniferous forest zone(−14.4 km 2 a−1;R 2=0.45,p<0.05).We found that 1.0%of China’s area had a signifi cant positive correlation(r≥0.55,p<0.05)with burned areas and 0.3%had a signifi cant negative correlation(r≤−0.55,p<0.05).In particular,forest loss had a signifi cant positive relationship with the burned area in the cold temperate deciduous coniferous forest zone(16.9% of the lands)and the subtropical evergreen broadleaf forest zone(7.8%).These results provide a basis for future predictions of fi re-induced forest loss in China. 展开更多
关键词 Forest loss Forest fire Burned area Spatiotemporal variability Correlation analysis
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