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Optimum path planning of mobile robot in unknown static and dynamic environments using Fuzzy-Wind Driven Optimization algorithm 被引量:13
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作者 Anish Pandey Dayal R.Parhi 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2017年第1期47-58,共12页
This article introduces a singleton type-1 fuzzy logic system(T1-SFLS) controller and Fuzzy-WDO hybrid for the autonomous mobile robot navigation and collision avoidance in an unknown static and dynamic environment. T... This article introduces a singleton type-1 fuzzy logic system(T1-SFLS) controller and Fuzzy-WDO hybrid for the autonomous mobile robot navigation and collision avoidance in an unknown static and dynamic environment. The WDO(Wind Driven Optimization) algorithm is used to optimize and tune the input/output membership function parameters of the fuzzy controller. The WDO algorithm is working based on the atmospheric motion of infinitesimal small air parcels navigates over an N-dimensional search domain. The performance of this proposed technique has compared through many computer simulations and real-time experiments by using Khepera-Ⅲ mobile robot. As compared to the T1-SFLS controller the Fuzzy-WDO algorithm is found good agreement for mobile robot navigation. 展开更多
关键词 Singleton type-1 fuzzy Navigation wind driven optimization Membership function Atmospheric motion
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Wind Driven Butterfly Optimization Algorithm with Hybrid Mechanism Avoiding Natural Enemies for Global Optimization and PID Controller Design 被引量:1
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作者 Yang He Yongquan Zhou +2 位作者 Yuanfei Wei Qifang Luo Wu Deng 《Journal of Bionic Engineering》 SCIE EI CSCD 2023年第6期2935-2972,共38页
This paper presents a Butterfly Optimization Algorithm(BOA)with a wind-driven mechanism for avoiding natural enemies known as WDBOA.To further balance the basic BOA algorithm's exploration and exploitation capabil... This paper presents a Butterfly Optimization Algorithm(BOA)with a wind-driven mechanism for avoiding natural enemies known as WDBOA.To further balance the basic BOA algorithm's exploration and exploitation capabilities,the butterfly actions were divided into downwind and upwind states.The algorithm of exploration ability was improved with the wind,while the algorithm of exploitation ability was improved against the wind.Also,a mechanism of avoiding natural enemies based on Lévy flight was introduced for the purpose of enhancing its global searching ability.Aiming at improving the explorative performance at the initial stages and later stages,the fragrance generation method was modified.To evaluate the effectiveness of the suggested algorithm,a comparative study was done with six classical metaheuristic algorithms and three BOA variant optimization techniques on 18 benchmark functions.Further,the performance of the suggested technique in addressing some complicated problems in various dimensions was evaluated using CEC 2017 and CEC 2020.Finally,the WDBOA algorithm is used proportional-integral-derivative(PID)controller parameter optimization.Experimental results demonstrate that the WDBOA based PID controller has better control performance in comparison with other PID controllers tuned by the Genetic Algorithm(GA),Flower Pollination Algorithm(FPA),Cuckoo Search(CS)and BOA. 展开更多
关键词 Butterfly Optimization Algorithm(BOA) wind driven Optimization(WDO) Benchmark functions Global optimization Proportional integral derivative(PID) METAHEURISTIC
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Three-D numerical simulation of wind-driven current and density current in the Beibu Gulf 被引量:11
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作者 夏华永 李树华 侍茂崇 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2001年第4期455-472,共18页
The Casulli's difference scheme was introduced into the three-dimensional ocean model in the present paper, and the wind-driven current and thermohaline current were simulated. The results show that, southwesterly... The Casulli's difference scheme was introduced into the three-dimensional ocean model in the present paper, and the wind-driven current and thermohaline current were simulated. The results show that, southwesterly monsoon in summer induces a clockwise circulation in the Beibu Gulf, and the density gradient induces a counter-clockwise one; but the density current is more intense than the wind- driven one in summer, espeially in surface layer. In addition, the northeasterly monsoon in winter in- duces a counter-clockwise circulation. The simulated results don't support the traditional condusion that there is a clockwise circulation in the Beibu Gulf in summer and a counter-clockwise one in winter, but support the statement that a counterclockwise circulation exists in the Beibu Gulf all year round. 展开更多
关键词 The Beibu Gulf Casulli's difference scheme wind-driven current density current
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NUMERICAL MODELLING OF THREE-DIMENSION CHARACTERISTICS OF WIND-DRIVEN CURRENT IN THE BOHAI SEA 被引量:5
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作者 赵进平 侍茂崇 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 1993年第1期70-79,共10页
Three- dimension (3-D) wind-driven currents in the Bohai Sea in both winter and summer are calculated by using a 3- D barotropic steady model, and the results are consistent with observed flow char -acteristics. Based... Three- dimension (3-D) wind-driven currents in the Bohai Sea in both winter and summer are calculated by using a 3- D barotropic steady model, and the results are consistent with observed flow char -acteristics. Based on the results, 3- D characteristics of flow, currents at different depths, compensated flow in the lower layer , long and narrow alongshore current, the area of upwelling and downwelling, main circulation in vertical profile, and the current in Bohai Strait are discussed. 展开更多
关键词 the Bohai Sea- 3-dimension model NUMERICAL study wind-driven CURRENT
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Numerical simulation of wind-driven circulation and pollutant transport in Taihu Lake based on a quadtree grid 被引量:6
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作者 Xiao-dong Liu Ling-qi Li +4 位作者 Peng Wang Zu-lin Hua Li Gu Yuan-yuan Zhou Lu-ying Chen 《Water Science and Engineering》 EI CAS CSCD 2019年第2期108-114,共7页
In this study,a two-dimensional flow-pollutant coupled model was developed based on a quadtree grid.This model was established to allow the accurate simulation of wind-driven flow in a large-scale shallow lake with ir... In this study,a two-dimensional flow-pollutant coupled model was developed based on a quadtree grid.This model was established to allow the accurate simulation of wind-driven flow in a large-scale shallow lake with irregular natural boundaries when focusing on important smallscale localized flow features.The quadtree grid was created by domain decomposition.The governing equations were solved using the finite volume method,and the normal fluxes of mass,momentum,and pollutants across the interface between cells were computed by means of a Godunov-type Osher scheme.The model was employed to simulate wind-driven flow in a circular basin with non-uniform depth.The computed values were in agreement with analytical data.The results indicate that the quadtree grid has fine local resolution and high efficiency,and is convenient for local refinement.It is clear that the quadtree grid model is effective when applied to complex flow domains.Finally,the model was used to calculate the flow field and concentration field of Taihu Lake,demonstrating its ability to predict the flow and concentration fields in an actual water area with complex geometry. 展开更多
关键词 Numerical simulation wind-driven CIRCULATION POLLUTANT transport QUADTREE GRID Shallow-flow hydrodynamics Taihu Lake
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The effects of wind-driven waves and ocean spray on the drag coefficient and near-surface wind profiles over the ocean 被引量:4
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作者 ZHANG Ting SONG Jinbao +1 位作者 LI Shuang YANG Liangui 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2016年第11期79-85,共7页
By introducing a wave-induced component and a spray-induced component to the total stress, a mathematical model based on the Ekman theory is proposed to detail the influence of wind-driven waves and ocean spray on the... By introducing a wave-induced component and a spray-induced component to the total stress, a mathematical model based on the Ekman theory is proposed to detail the influence of wind-driven waves and ocean spray on the momentum transport in a marine atmosphere boundary layer(MABL). An analytic solution of the modified Ekman model can be obtained. The effect of the wave-induced stress is evaluated by a wind wave spectrum and a wave growth rate. It is found that the wave-induced stress and spray stress have a small impact compared with the turbulent stress on the drag coefficient and the wind profiles for low-to-medium wind speed. The spray contribution to the surface stress should be much more taken into account than the winddriven waves when the wind speed reaches above 25 m/s through the action of a "spray stress". As a result, the drag coefficient starts to decrease with increasing wind speed for high wind speed. The effects of the winddriven waves and spray droplets on the near-surface wind profiles are illustrated for different wave ages, which indicates that the production of the spray droplets leads the wind velocity to increase in the MABL. The solutions are also compared with the existed field observational data. Illustrative examples and the comparisons between field observations and the theoretical solutions demonstrate that the spray stress has more significant effect on the marine atmosphere boundary layer in the condition of the high wind speed compared with wave-induced stress. 展开更多
关键词 wind-driven waves Ekman theory marine atmosphere boundary layer spray droplets
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Model Aerodynamic Tests with a Wire-driven Parallel Suspension System in Low-speed Wind Tunnel 被引量:25
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作者 肖扬文 林麒 +1 位作者 郑亚青 梁斌 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2010年第4期393-400,共8页
Owing to the advantages of wire-driven parallel manipulator, a new wire-driven parallel suspension system for airplane model in low-speed wind tunnel is constructed, and the methods to measure and calculate the aerody... Owing to the advantages of wire-driven parallel manipulator, a new wire-driven parallel suspension system for airplane model in low-speed wind tunnel is constructed, and the methods to measure and calculate the aerodynamic parameters of the airplane model are studied. In detail, a static model of the wire-driven parallel suspension is analyzed, a mathematical model for describ- ing the aerodynamic loads exerted on the scale model is constructed and a calculation method for obtaining the aerodynamic parameters of the model by measuring the tension of wires is presented. Moreover, the measurement system for wire tension and its corresponding data acquisition system are designed and built. Thereafter, the wire-driven parallel suspension system is placed in an open return circuit low-speed wind tunnel for wind tunnel tests to acquire data of each wire tension when the airplane model is at different attitudes and different wind speeds. A group of curves about the parameters for aerodynamic load exerted on the airplane model are obtained at different wind speeds after the acquired data are analyzed. The research results validate the feasibility of using a wire-driven parallel manipulator as the suspension system for low-speed wind ttmnel tests. 展开更多
关键词 wire-driven parallel manipulators low-speed wind tunnel suspension system aerodynamic loads TESTS
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Wind-Driven Ocean Circulation in Shallow Water Lattice Boltzmann Model 被引量:2
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作者 钟霖浩 冯士德 高守亭 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2005年第3期349-358,共10页
A lattice Boltzmann (LB) model with overall second-order accuracy is applied to the 1.5-layer shallow water equation for a wind-driven double-gyre ocean circulation. By introducing the second-order integral approximat... A lattice Boltzmann (LB) model with overall second-order accuracy is applied to the 1.5-layer shallow water equation for a wind-driven double-gyre ocean circulation. By introducing the second-order integral approximation for the collision operator, the model becomes fully explicit. In this case, any iterative technique is not needed. The Coriolis force and other external forces are included in the model with second-order accuracy, which is consistent with the discretized accuracy of the LB equation. The numerical results show correct physics of the ocean circulation driven by the double-gyre wind stress with different Reynolds numbers and different spatial resolutions. An intrinsic low-frequency variability of the shallow water model is also found. The wind-driven ocean circulation exhibits subannual and interannual oscillations, which are comparable to those of models in which the conventional numerical methods are used. 展开更多
关键词 lattice Boltzmann shallow water equation wind-driven ocean circulation Reynolds number spatial resolution low-frequency variability
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Winds and buoyancy-driven circulation in the Tampa Bay 被引量:1
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作者 Li Zhen Robert H. Weisherg and Li Xinming (1. Center for Environmental and Estuarine Studies. University of Maryland, Cambridge, MD 21613, U. S. A. 2. Department of Marine Science, University of South Florida, St. Peterburg, FL 33701, U. S. A. 3. Departme 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2000年第1期1-13,共13页
The present study is concentrated on the empirical studies on the circulation in the Tampa Bay by analyzing velocity data at the Skyway Bridge Station in the Tampa Bay. Analyses focus on three factors responsible for ... The present study is concentrated on the empirical studies on the circulation in the Tampa Bay by analyzing velocity data at the Skyway Bridge Station in the Tampa Bay. Analyses focus on three factors responsible for the circulation: tides, winds and buoyancy gradients. The analysis of the current data obtained at the Skyway Bridge Station shows these three components of the circulation: the tidal currents are nearly uniform with depth; a vigorous and persistent buoyancy-driven mean now is directed into the bay at this location with speed of about 6 -- 8 cm/s; and synoptic scale wind fluctuations result in similarly large current fluctuations with winds blowing into the bay causing currents to flow out of the bay, and the versa. 展开更多
关键词 wind-driven flow buoyancy-driven now Tampa Bay
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DYNAMIC MODEL FOR OIL SLICK DISPERSION INTO A WATER COLUMN- A WINDDRIVEN WAVETANK EXPERIMENT
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作者 陆贤崑 李静 陈淑珠 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 1993年第2期161-170,共10页
A dynamic experiment for oil dispersion into a water column was performed with a 21 m long, 0.5 m wide, and 1 m high wind-driven wave tank. At wind velocity between 6-12 m/s and with the oil slide kept constant (about... A dynamic experiment for oil dispersion into a water column was performed with a 21 m long, 0.5 m wide, and 1 m high wind-driven wave tank. At wind velocity between 6-12 m/s and with the oil slide kept constant (about 1 um), the rate of the oil content increase in the water column could be approximated from the difference between the dispersion rate (R) of the oil slick and the coagulation rate (R’) of the dispersed oil slick. Assuming the coagulation rate is directly proportional to the concentration of the water dispersed oil slick (i. e. R’ =KC),, the integral form of the dynamic model can be expressed as C=R*[1-exp(-K*t)]/K and parameters R and K can be regressed with a computer. The relative deviation of model results from the experimental data was mainly less than 10%. The oil slick dispersion rate (R) had exponential relationship with the wind velocity (V), and can be fitted with a formula R=A*(U+1)B.The fitted constant of the coagulation rate, K(0.8-3.0* 10-3 min-1) did not have significant 展开更多
关键词 dynamic model OIL slick DISPERSION wind-driven WAVE TANK
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Experimental Analysis of A Cooling System for Wind-Driven Generator Stator
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作者 Qian Xiaohui Jiang Yanlong +1 位作者 Cheng Danfeng Liu Juan 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2016年第2期180-186,共7页
A novel cooling system with cooling channels is proposed for the stator of 3MW wind-driven generator.An experimental platform is built to investigate the performance of the cooling system with different loads.At30%,50... A novel cooling system with cooling channels is proposed for the stator of 3MW wind-driven generator.An experimental platform is built to investigate the performance of the cooling system with different loads.At30%,50% or 80% generator loads,the temperatures meet the design requirement.However,it is a little over the requirement at 100%load,duo to experimental errors and some unknown thermal resistances.In the test at 100%load,the developing trends of the parameters of these two generators are similar and only minor differences occurs when they reach steady state our work can be benefit for the design and improvement of MW wind-driven generator cooling solutions. 展开更多
关键词 wind-driven GENERATOR STATOR COOLING CHANNELS COOLING method EXPERIMENTAL study
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Wind-Driven Slanting Profile Wave Derived from the Unified Variational Principle of Water Gravity Wave
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作者 Fu Yuhua(China Offshore Oil Production Research Center) 《Marine Science Bulletin》 CAS 1999年第2期36-44,共9页
Considering that at present the regular waves in common use have the profile symmetrized to a vertical axis, which are different from actual wind-driven sea waves, and based on deriving linear wave, solitary wave, fif... Considering that at present the regular waves in common use have the profile symmetrized to a vertical axis, which are different from actual wind-driven sea waves, and based on deriving linear wave, solitary wave, fifth order Stokes wave and stream function wave by using Unified Variational Principle of Water Gravity Wave (UVPWGW), this paper derives wind-driven slanting profile wave by using UVPWGW. Its feature is that under the action of wind pressure, the wave profile is not symmetrized to a vertical axis, but that it is in the forward slanting form. 展开更多
关键词 UNIFIED VARIATIONAL principle of WATER gravity WAVE wind-driven WAVE slanting PROFILE
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Wind-Driven,Double-Gyre,Ocean Circulation in a Reduced-Gravity,2.5-Layer,Lattice Boltzmann Model
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作者 钟霖浩 冯士德 +1 位作者 罗德海 高守亭 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2006年第4期561-578,共18页
A coupled lattice Boltzmann (LB) model with second-order accuracy is applied to the reduced-gravity, shallow water, 2.5-layer model for wind-driven double-gyre ocean circulation. By introducing the secondorder integ... A coupled lattice Boltzmann (LB) model with second-order accuracy is applied to the reduced-gravity, shallow water, 2.5-layer model for wind-driven double-gyre ocean circulation. By introducing the secondorder integral approximation for the collision operator, the model becomes fully explicit. The Coriolis force and other external forces are included in the model with second-order accuracy, which is consistent with the discretization accuracy of the LB equation. The feature of the multiple equilibria solutions is found in the numerical experiments under different Reynolds numbers based on this LB scheme. With the Reynolds number increasing from 3000 to 4000, the solution of this model is destabilized from the anti-symmetric double-gyre solution to the subtropic gyre solution and then to the subpolar gyre solution. The transitions between these equilibria states are also found in some parameter ranges. The time-dependent variability of the circulation based on this LB simulation is also discussed for varying viscosity regimes. The flow of this model exhibits oscillations with different timescales varying from subannual to interannual. The corresponding statistical oscillation modes are obtained by spectral analysis. By analyzing the spatiotemporal structures of these modes, it is found that the subannual oscillation with a 9-month period originates from the barotropic Rossby basin mode, and the interarmual oscillations with periods ranging from 1.5 years to 4.6 years originate from the recirculation gyre modes, which include the barotropic and the baroclinic recirculation gyre modes. 展开更多
关键词 Lattice Boltzmann model 2.5-layer reduced-gravity model wind-driven ocean circulation multiple equilibria solutions low-frequency mode
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A modification to the Munk wind-driven ocean circulation theory
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作者 ZHANG Qinghua Qu Yuanyuan CHEN Shuiming 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2008年第3期4-10,共7页
In order to fulfill the no-slip condition at the western and eastern boundaries of the ocean basin, introduced "effective wind stress", which has much larger spatial variations towards the boundaries than in the oce... In order to fulfill the no-slip condition at the western and eastern boundaries of the ocean basin, introduced "effective wind stress", which has much larger spatial variations towards the boundaries than in the ocean interior. The effective wind stress can thus be decomposed into spatially slow-varying and fast varying components. Careful scale analysis on the classical Munk winddriven ocean circulation theory, which consists of the interior Sverdrup flow and the western boundary current but of no eastern boundary current, shows that the wind stress curl appearing in the Sverdrup equation must have negligible spatial variations. In the present model the spatially slow-varying component of the wind stress appears in the Sverdrup equation, and the spatially fastvarying component becomes the forcing term of the boundary equations. As a result, in addition to the classical Munk solution the present model has an extra term at the western boundary which (Northern Hemisphere) increases the northward transport as well as the southward return transport, and has a term at the eastern boundary corresponding to the eastern boundary current. 展开更多
关键词 Munk wind-driven ocean circulation theory eastern boundary current western boundary current effective wind stress
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Direct driven wind energy conversion system based on hybrid excitation synchronous machine
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作者 叶斌英 阮毅 +2 位作者 杨勇 赵海花 汤燕燕 《Journal of Shanghai University(English Edition)》 CAS 2011年第6期562-567,共6页
A novel direct-drive type wind power generation system based on hybrid excitation synchronous machine(HESM)is introduced in this paper.The generator is connected to an uncontrollable rectifier,and a fully controlled... A novel direct-drive type wind power generation system based on hybrid excitation synchronous machine(HESM)is introduced in this paper.The generator is connected to an uncontrollable rectifier,and a fully controlled voltage-sourceinverter is used to connect the system to utility grid.An intermediate DC bus exists between the rectifier and inverter.A new control strategy is proposed which achieves the maximum power point tracking(MPPT) with the control of excitation current of HESM and stabilizes the DC link voltage with the control of inverter output current simultaneously.Specially-designed buck circuit is used to control the excitation current of HESM,and grid voltage-oriented vector control strategy is employed to realize the decoupling of the inverter output power.Simulation results and experiment in 3 kW lab prototype show an excellent static and dynamic performance of the proposed system. 展开更多
关键词 maximum power point tracking(MPPT) wind energy conversion system direct-driven hybrid excitation
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庆阳北石窟寺风驱雨崖面潮湿分布的CFD模拟研究
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作者 孟祥武 王永昊 +1 位作者 裴强强 韩增阳 《文物保护与考古科学》 北大核心 2025年第5期149-156,共8页
近些年,庆阳北石窟崖体受降水侵蚀、洞窟渗水等问题频发,严重威胁着北石窟寺石窟文物本体的安全保存。其中,风驱雨作为北石窟主要的水害因素之一,对其崖面潮湿分布情况亟待揭示。通过庆阳北石窟计算流体力学(CFD)风驱雨模拟,以石窟崖面... 近些年,庆阳北石窟崖体受降水侵蚀、洞窟渗水等问题频发,严重威胁着北石窟寺石窟文物本体的安全保存。其中,风驱雨作为北石窟主要的水害因素之一,对其崖面潮湿分布情况亟待揭示。通过庆阳北石窟计算流体力学(CFD)风驱雨模拟,以石窟崖面潮湿占比作为评价指标,评估了现有临时防雨棚对北石窟风驱雨有显著的遮蔽作用;同时探究了在不同高度、不同悬挑距离以及不同降雨强度下的崖面潮湿分布与占比情况。分析结果表明:当悬挑距离为2 m时,可以对崖面部分区域产生较为理想的遮蔽效果;当悬挑距离为3~4 m时,可以对崖面整体区域起到更为理想的遮蔽效果。研究表明,通过调整崖面的悬挑距离,可以有效改善北石窟崖面的潮湿状况,建议在设计和实施保护措施时,充分考虑悬挑距离和高度,以实现对石窟崖面的最佳保护效果。 展开更多
关键词 风驱雨 北石窟寺 CFD 潮湿分布 潮湿占比
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建筑群立面风驱雨捕集特性
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作者 刘向伟 吴柄璇 +2 位作者 郭兴国 罗娜 杜立志 《化学工程》 北大核心 2025年第1期23-28,35,共7页
风驱雨作为建筑围护结构中最重要的湿源,对建筑围护结构的热湿性能、力学性能、耐久性、建筑能耗和碳排放等均有重要影响。很多学者对建筑立面风驱雨展开深入的研究,但研究对象多为独栋建筑。实际上,中国建筑多以建筑群落的形式存在,建... 风驱雨作为建筑围护结构中最重要的湿源,对建筑围护结构的热湿性能、力学性能、耐久性、建筑能耗和碳排放等均有重要影响。很多学者对建筑立面风驱雨展开深入的研究,但研究对象多为独栋建筑。实际上,中国建筑多以建筑群落的形式存在,建筑自身对风场有干扰,建筑群内各建筑立面的风向和风速均可能会发生较大变化,从而影响入侵到建筑立面的风驱雨。为了揭示建筑群内各建筑立面的风驱雨捕集特性,基于风相和雨相质量和动量守恒原理,采用欧拉多相流方法建立并验证建筑风驱雨模型,并应用该模型对建筑群立面的风驱雨捕集特性进行分析。以广州地区为例,由结果可知:建筑群立面风驱雨捕集比与独栋建筑立面风驱雨捕集比相比有较大差异,其中最大差异高达26.3%,最小差异亦可达5.2%。另外,由于受风阻效应的影响,建筑群内各建筑立面的捕集比也存在差异。 展开更多
关键词 风驱雨 欧拉多相流 捕集比 风阻效应
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机理-数据混合驱动的直驱风电场分群等值方法
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作者 张英敏 李媛 +4 位作者 高仕林 李东晟 周旭 蒋奇良 王渝红 《高电压技术》 北大核心 2025年第9期4762-4773,共12页
为了提升风电并网系统的暂态仿真分析效率,需要建立风电场等值模型。现有直驱风电场等值模型存在难以适用于预想故障分析和计算效率低问题。针对该问题,提出一种机理-数据混合驱动的直驱风电场分群等值方法。首先,分析了直驱风机的故障... 为了提升风电并网系统的暂态仿真分析效率,需要建立风电场等值模型。现有直驱风电场等值模型存在难以适用于预想故障分析和计算效率低问题。针对该问题,提出一种机理-数据混合驱动的直驱风电场分群等值方法。首先,分析了直驱风机的故障后暂态响应特性,并推导了基于风机初始风速及机端故障稳态电压的风电机组分群方法。其次,提出了一种基于多层图卷积神经网络的机端故障稳态电压高效预测方法,该预测模型能够适应不同的风电场和电网拓扑。进一步,构建了风电场的三机等值模型。最后,仿真验证了所提出的分群等值方法的正确性。 展开更多
关键词 永磁直驱风机 预想故障 机理-数据混合 风电场分群 风电场等值 图卷积神经网络
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直驱风电并网系统暂态稳定域研究
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作者 严干贵 张皓程 +2 位作者 岳霖 杨成 李永越 《东北电力大学学报》 2025年第3期19-29,共11页
风电并网系统依赖锁相环保持与系统的同步运行,并实现有功、无功的解耦控制,大扰动下锁相环极易受到并网点电压的影响,导致风电机组失步脱网。首先建立直驱风电并网系统在暂态期间的等效转子运动方程,刻画并分析了其同步特性;然后类比... 风电并网系统依赖锁相环保持与系统的同步运行,并实现有功、无功的解耦控制,大扰动下锁相环极易受到并网点电压的影响,导致风电机组失步脱网。首先建立直驱风电并网系统在暂态期间的等效转子运动方程,刻画并分析了其同步特性;然后类比传统同步发电机的功角稳定理论,分析在一定初始状态及故障强度下,系统暂态稳定平衡点的存在性问题,在此基础上,基于电网故障期间有功、无功电流注入的暂态稳定域,对稳定域中的一系列特征点进行详细分析,为不同目的导向的稳定控制策略提供设计依据;最后在PSCAD平台上搭建直驱风电并网系统的仿真模型,量化分析在对应特征点取值的有功、无功电流注入下系统的暂态特性,相关仿真案例验证理论分析及所提出的暂态稳定域的合理性。 展开更多
关键词 直驱风电 锁相环 暂态稳定性 等面积法 暂态稳定域
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基于虚拟同步控制的构网型直驱风机轴系扭振特性分析
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作者 马亦卓 谭贝斯 +4 位作者 徐晋 秦世耀 李国杰 高晨祥 汪可友 《电网技术》 北大核心 2025年第9期3643-3654,I0034-I0039,共18页
基于虚拟同步控制(virtual synchronous generator,VSG)的构网型直驱风机(permanent magnet synchronous generator,PMSG)的控制结构决定了其轴系扭振特性必然会受到网侧动态的影响。当系统受到外界扰动时,可能会产生扭转振荡,导致系统... 基于虚拟同步控制(virtual synchronous generator,VSG)的构网型直驱风机(permanent magnet synchronous generator,PMSG)的控制结构决定了其轴系扭振特性必然会受到网侧动态的影响。当系统受到外界扰动时,可能会产生扭转振荡,导致系统出现低频振荡。目前,对于基于VSG的直驱风机轴系扭振特性的机理研究尚不清晰,关键制约因素仍不明确,且网侧动态对轴系阻尼的影响机理尚待解决。因此,详细分析了基于VSG的直驱风机的轴系扭振特性。首先,通过电气转矩法得出了电磁转矩-转速差的传递函数,并定义了等效阻尼系数,以定量表达电磁转矩对轴系扭振的电气阻尼作用。同时,探讨了在最大功率跟踪(maximum power point tracking,MPPT)模式下,网侧动态对电磁转矩在轴系阻尼作用中的影响机理,识别出了影响轴系阻尼的关键制约因素及其作用规律。在此基础上,提出了相应的轴系扭振抑制策略。最后,利用SIMULINK对理论分析进行了仿真验证,结果证明了理论分析的正确性和控制策略的有效性。 展开更多
关键词 构网型 虚拟同步控制 直驱风机 轴系扭振 抑制策略
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