CN116415527B - Urban block wind environment assessment method and system - Google Patents

Urban block wind environment assessment method and system Download PDF

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CN116415527B
CN116415527B CN202310403534.8A CN202310403534A CN116415527B CN 116415527 B CN116415527 B CN 116415527B CN 202310403534 A CN202310403534 A CN 202310403534A CN 116415527 B CN116415527 B CN 116415527B
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吴婕
聂危萧
李晓晖
殷哲
许云飞
雷狄
萧敬豪
王小兵
肖越
韩洁杰
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Guangzhou Urban Planning Survey and Design Institute
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Abstract

The invention discloses a city block wind environment assessment method and a system, wherein the method comprises the following steps: determining target months and all target wind directions which meet preset natural ventilation conditions according to meteorological observation data; calculating wind environment influence indexes; wherein, wind environment influence index includes: the open space rate, the number of buildings in unit area, the ratio of the width of the air inlet to the width of the windward side, the wind guide length in unit area and the wind resistance area in unit area; according to the wind environment influence index and a linear regression equation based on the wind environment influence index and the wind speed ratio, calculating the wind speed ratio of each target wind direction; according to the occurrence frequency of each target wind direction in the target month, carrying out weighted summation on all wind speed ratios to obtain a wind environment comprehensive score; and evaluating the wind environment of the target area according to the wind environment comprehensive score to obtain a wind environment evaluation result. The method can simplify the calculation process of wind environment assessment, save time and labor cost and improve the calculation efficiency of urban block wind environment assessment.

Description

一种城市街区风环境评估方法及系统A method and system for assessing wind environment in urban neighborhoods

技术领域Technical field

本发明涉及城市规划技术领域,尤其涉及一种城市街区风环境评估方法及系统。The invention relates to the technical field of urban planning, and in particular to a method and system for assessing wind environment in urban blocks.

背景技术Background technique

针对小尺度城市街区规划设计方案的风环境评估,国内外目前多采用计算流体力学数值模拟、风洞实验等技术手段对风速比、风速、温度等风环境相关指标进行估算,并以此评价城市街区的风环境。但是,风速比、风速、温度等均为效应指标,必须通过实地监测、风洞实验、CFD模拟或复杂的迭代运算才能得到,模拟及实验过程需投入大量的时间及人力成本,工作量巨大,导致城市街区风环境评估的运算效率较低。For the wind environment assessment of small-scale urban block planning and design plans, technical methods such as computational fluid dynamics numerical simulation and wind tunnel experiments are currently used at home and abroad to estimate wind environment-related indicators such as wind speed ratio, wind speed, and temperature, and use this to evaluate the city. The wind environment of the neighborhood. However, wind speed ratio, wind speed, temperature, etc. are all effect indicators, which must be obtained through field monitoring, wind tunnel experiments, CFD simulations or complex iterative operations. The simulation and experimental processes require a lot of time and labor costs, and the workload is huge. As a result, the computational efficiency of wind environment assessment in urban blocks is low.

发明内容Contents of the invention

本发明提供一种城市街区风环境评估方法及系统,能够简化风环境评估的计算过程,节省时间及人力成本,提高城市街区风环境评估的运算效率。The invention provides an urban block wind environment assessment method and system, which can simplify the calculation process of wind environment assessment, save time and labor costs, and improve the calculation efficiency of urban block wind environment assessment.

本发明实施例提供了一种城市街区风环境评估方法,包括:Embodiments of the present invention provide a method for assessing wind environment in urban blocks, including:

获取目标区域的气象观测数据,根据所述气象观测数据确定满足预设自然通风条件的目标月份,以及所述目标月份中的所有目标风向;Obtain meteorological observation data of the target area, and determine the target month that meets the preset natural ventilation conditions based on the meteorological observation data, and all target wind directions in the target month;

计算风环境影响指标;其中,所述风环境影响指标包括:所述目标区域的开敞空间率、所述目标区域的单位面积建筑数量、每一所述目标风向对应的入风口宽度与迎风面宽度的比值、每一所述目标风向对应的单位面积导风长度、每一所述目标风向对应的单位面积上阻风面积;Calculate wind environment impact indicators; wherein, the wind environment impact indicators include: the open space rate of the target area, the number of buildings per unit area of the target area, the width of the air inlet and the windward surface corresponding to each target wind direction The ratio of the width, the wind guide length per unit area corresponding to each target wind direction, and the wind blocking area per unit area corresponding to each target wind direction;

根据所述风环境影响指标和预设的风速比计算方程,计算每一所述目标风向的风速比;其中,所述风速比计算方程是基于风环境影响指标与风速比的线性回归方程;Calculate the wind speed ratio for each target wind direction according to the wind environment impact index and the preset wind speed ratio calculation equation; wherein the wind speed ratio calculation equation is a linear regression equation based on the wind environment impact index and the wind speed ratio;

根据每一所述目标风向在所述目标月份的出现频率,对所有所述风速比进行加权求和,得到风环境综合得分;According to the frequency of occurrence of each target wind direction in the target month, perform a weighted sum of all the wind speed ratios to obtain a comprehensive wind environment score;

根据所述风环境综合得分,对所述目标区域的风环境进行评估,得到风环境评估结果。According to the comprehensive wind environment score, the wind environment of the target area is evaluated to obtain a wind environment assessment result.

作为上述方案的改进,所述气象观测数据包括每一月份的月平均气温、每一月份的月平均绝对湿度、每一风向的风向频率;As an improvement to the above solution, the meteorological observation data includes the monthly average temperature of each month, the monthly average absolute humidity of each month, and the wind direction frequency of each wind direction;

则,所述预设自然通风条件包括:Then, the preset natural ventilation conditions include:

月平均气温大于预设温度阈值,且月平均绝对湿度大于预设湿度阈值;The monthly average temperature is greater than the preset temperature threshold, and the monthly average absolute humidity is greater than the preset humidity threshold;

风向频率大于预设频率阈值。The wind direction frequency is greater than the preset frequency threshold.

作为上述方案的改进,所述风速比计算方程,具体为:As an improvement to the above solution, the wind speed ratio calculation equation is specifically:

其中,a1为预设常数项,a2为单位面积导风长度对应的第一相关系数,a3为入风口宽度与迎风面宽度的比值对应的第二相关系数,a4为单位面积上阻风面积对应的第三相关系数,a5为开敞空间率对应的第四相关系数,a6为单位面积建筑数量对应的第五相关系数,Rhgi为第i个目标风向的风速比,Rdi为第i个目标风向对应的单位面积导风长度,Rri为第i个目标风向对应的入风口宽度与迎风面宽度的比值,Rzi为第i个目标风向对应的单位面积上阻风面积,Rk为所述目标区域的开敞空间率,Rj为所述目标区域的单位面积建筑数量。Among them, a 1 is a preset constant term, a 2 is the first correlation coefficient corresponding to the wind guide length per unit area, a 3 is the second correlation coefficient corresponding to the ratio of the width of the air inlet and the width of the windward surface, and a 4 is the second correlation coefficient corresponding to the wind length per unit area. The third correlation coefficient corresponding to the wind resistance area, a 5 is the fourth correlation coefficient corresponding to the open space rate, a 6 is the fifth correlation coefficient corresponding to the number of buildings per unit area, R hgi is the wind speed ratio of the i-th target wind direction, R di is the wind guide length per unit area corresponding to the i-th target wind direction, R ri is the ratio of the width of the air inlet corresponding to the i-th target wind direction and the width of the windward surface, and R zi is the upper resistance per unit area corresponding to the i-th target wind direction. Wind area, R k is the open space ratio of the target area, and R j is the number of buildings per unit area in the target area.

作为上述方案的改进,所述根据每一所述目标风向在所述目标月份的出现频率,对所有所述风速比进行加权求和,得到风环境综合得分,具体为:As an improvement to the above solution, all the wind speed ratios are weighted and summed according to the frequency of occurrence of each target wind direction in the target month to obtain a comprehensive wind environment score, specifically as follows:

根据以下公式对所有所述风速比进行加权求和,得到风环境综合得分:A comprehensive wind environment score is obtained by weighting the sum of all the wind speed ratios according to the following formula:

其中,R为风环境综合得分,Pi为第i个所述目标风向在所述目标月份的出现频率,Rhgi为第i个所述目标风向的风速比,n为所述目标月份中的目标风向的总数。Among them, R is the comprehensive score of the wind environment, P i is the occurrence frequency of the i-th target wind direction in the target month, R hgi is the wind speed ratio of the i-th target wind direction, and n is the frequency of the i-th target wind direction in the target month. The total number of target wind directions.

作为上述方案的改进,所述目标区域的开敞空间率通过以下公式计算得到:As an improvement to the above solution, the open space rate of the target area is calculated by the following formula:

其中,Rk为所述目标区域的开敞空间率,S为所述目标区域的最小凸边形面积,Skc为所述目标区域的最小凸边形内的开敞空间面积。Wherein, R k is the open space ratio of the target area, S is the minimum convex area of the target area, and S kc is the open space area within the minimum convex area of the target area.

作为上述方案的改进,所述目标区域的单位面积建筑数量通过以下公式计算得到:As an improvement to the above solution, the number of buildings per unit area in the target area is calculated by the following formula:

其中,Rj为所述目标区域的单位面积建筑数量,Nj为所述目标区域的建筑数量,S为所述目标区域的最小凸边形面积。Among them, R j is the number of buildings per unit area in the target area, N j is the number of buildings in the target area, and S is the minimum convex area of the target area.

作为上述方案的改进,每一所述目标风向对应的单位面积导风长度通过以下公式计算得到:As an improvement to the above solution, the wind guide length per unit area corresponding to each target wind direction is calculated by the following formula:

其中,Rdi为第i个目标风向对应的单位面积导风长度,Lj为所述目标区域的最小凸边形内第j个建筑的迎风面长度,αji为所述目标区域的最小凸边形内第j个建筑与第i个目标风向的风向角,S为所述目标区域的最小凸边形面积。Among them, R di is the wind guide length per unit area corresponding to the i-th target wind direction, L j is the length of the windward surface of the j-th building within the minimum convex polygon of the target area, and α ji is the minimum convexity of the target area. The wind direction angle between the j-th building within the polygon and the i-th target wind direction, S is the minimum convex polygon area of the target area.

作为上述方案的改进,每一所述目标风向对应的单位面积上阻风面积通过以下公式计算得到:As an improvement to the above solution, the wind blocking area per unit area corresponding to each target wind direction is calculated by the following formula:

其中,Rzi为第i个目标风向对应的单位面积上阻风面积,Sj为所述目标区域的最小凸边形内第j个建筑的迎风面面积,αji为所述目标区域的最小凸边形内第j个建筑与第i个目标风向的风向角,S为所述目标区域的最小凸边形面积。Among them, R zi is the wind resistance area per unit area corresponding to the i-th target wind direction, S j is the windward surface area of the j-th building within the minimum convex shape of the target area, and α ji is the minimum area of the target area. The wind direction angle between the j-th building within the convex shape and the i-th target wind direction, S is the minimum convex shape area of the target area.

作为上述方案的改进,所述根据所述风环境综合得分,对所述目标区域的风环境进行评估,得到风环境评估结果,包括:As an improvement to the above solution, the wind environment of the target area is evaluated based on the comprehensive wind environment score, and the wind environment assessment results are obtained, including:

当所述风环境综合得分大于第一预设数值时,判定所述风环境评估结果为风环境优秀;When the comprehensive wind environment score is greater than the first preset value, the wind environment assessment result is determined to be excellent wind environment;

当所述风环境综合得分大于第二预设数值,且小于或等于所述第一预设数值时,判定所述风环境评估结果为风环境良好;When the comprehensive score of the wind environment is greater than the second preset value and less than or equal to the first preset value, it is determined that the wind environment assessment result is a good wind environment;

当所述风环境综合得分大于第三预设数值,且小于或等于所述第二预设数值时,判定所述风环境评估结果为风环境中等;When the comprehensive wind environment score is greater than the third preset value and less than or equal to the second preset value, the wind environment assessment result is determined to be moderate wind environment;

当所述风环境综合得分大于第四预设数值,且小于或等于所述第三预设数值时,判定所述风环境评估结果为风环境较差;When the comprehensive wind environment score is greater than the fourth preset value and less than or equal to the third preset value, it is determined that the wind environment assessment result is poor wind environment;

当所述风环境综合得分小于或等于所述第四预设数值时,判定所述风环境评估结果为风环境差;其中,所述第一预设数值大于所述第二预设数值,所述第二预设数值大于所述第三预设数值,所述第三预设数值大于所述第四预设数值。When the comprehensive wind environment score is less than or equal to the fourth preset value, the wind environment assessment result is determined to be a poor wind environment; wherein the first preset value is greater than the second preset value, so The second preset value is greater than the third preset value, and the third preset value is greater than the fourth preset value.

相应地,本发明另一实施例提供一种城市街区风环境评估系统,包括:Correspondingly, another embodiment of the present invention provides an urban block wind environment assessment system, including:

风环境基底分析模块,用于获取目标区域的气象观测数据,根据所述气象观测数据确定满足预设自然通风条件的目标月份,以及所述目标月份中的所有目标风向;The wind environment base analysis module is used to obtain meteorological observation data of the target area, and determine the target month that meets the preset natural ventilation conditions based on the meteorological observation data, as well as all target wind directions in the target month;

风环境影响指标计算模块,用于计算风环境影响指标;其中,所述风环境影响指标包括:所述目标区域的开敞空间率、所述目标区域的单位面积建筑数量、每一所述目标风向对应的入风口宽度与迎风面宽度的比值、每一所述目标风向对应的单位面积导风长度、每一所述目标风向对应的单位面积上阻风面积;The wind environment impact index calculation module is used to calculate the wind environment impact index; wherein the wind environment impact index includes: the open space rate of the target area, the number of buildings per unit area of the target area, the number of buildings per unit area of the target area, The ratio of the width of the air inlet corresponding to the wind direction and the width of the windward surface, the wind guide length per unit area corresponding to each target wind direction, and the wind blocking area per unit area corresponding to each target wind direction;

风向风速比计算模块,用于根据所述风环境影响指标和预设的风速比计算方程,计算每一所述目标风向的风速比;其中,所述风速比计算方程是基于风环境影响指标与风速比的线性回归方程;The wind direction and wind speed ratio calculation module is used to calculate the wind speed ratio of each target wind direction according to the wind environment impact index and the preset wind speed ratio calculation equation; wherein the wind speed ratio calculation equation is based on the wind environment impact index and the preset wind speed ratio calculation equation. Linear regression equation of wind speed ratio;

风环境综合评分模块,用于根据每一所述目标风向在所述目标月份的出现频率,对所有所述风速比进行加权求和,得到风环境综合得分;The wind environment comprehensive scoring module is used to perform a weighted sum of all the wind speed ratios according to the frequency of occurrence of each target wind direction in the target month to obtain a comprehensive wind environment score;

风环境综合评估模块,用于根据所述风环境综合得分,对所述目标区域的风环境进行评估,得到风环境评估结果。A comprehensive wind environment assessment module is used to assess the wind environment of the target area based on the comprehensive wind environment score and obtain wind environment assessment results.

与现有技术相比,本发明实施例公开的城市街区风环境评估方法及系统,首先,获取目标区域的气象观测数据,根据所述气象观测数据确定满足预设自然通风条件的目标月份,以及所述目标月份中的所有目标风向;计算风环境影响指标;其中,所述风环境影响指标包括:所述目标区域的开敞空间率、所述目标区域的单位面积建筑数量、每一所述目标风向对应的入风口宽度与迎风面宽度的比值、每一所述目标风向对应的单位面积导风长度、每一所述目标风向对应的单位面积上阻风面积;根据所述风环境影响指标和预设的风速比计算方程,计算每一所述目标风向的风速比;其中,所述风速比计算方程是基于风环境影响指标与风速比的线性回归方程;根据每一所述目标风向在所述目标月份的出现频率,对所有所述风速比进行加权求和,得到风环境综合得分;根据所述风环境综合得分,对所述目标区域的风环境进行评估,得到风环境评估结果。因此,只需要利用城市目标区域的规划设计方案中已有的指标参数,就能够计算相应的风环境影响指标,进而计算得到各目标风向的风速比,以对目标区域进行风环境评估,计算过程简单,且能够在一定程度上节省时间及人力成本,提高城市街区风环境评估的运算效率。Compared with the existing technology, the urban block wind environment assessment method and system disclosed in the embodiments of the present invention first obtain meteorological observation data of the target area, determine the target month that satisfies the preset natural ventilation conditions based on the meteorological observation data, and All target wind directions in the target month; calculate wind environment impact indicators; wherein, the wind environment impact indicators include: the open space rate of the target area, the number of buildings per unit area in the target area, and the number of buildings per unit area in the target area. The ratio of the width of the air inlet corresponding to the target wind direction and the width of the windward surface, the wind guide length per unit area corresponding to each target wind direction, and the wind blocking area per unit area corresponding to each target wind direction; according to the wind environment impact index and the preset wind speed ratio calculation equation to calculate the wind speed ratio for each target wind direction; wherein, the wind speed ratio calculation equation is a linear regression equation based on the wind environment impact index and the wind speed ratio; according to each target wind direction, Based on the occurrence frequency of the target month, all the wind speed ratios are weighted and summed to obtain a comprehensive wind environment score; based on the comprehensive wind environment score, the wind environment of the target area is evaluated to obtain a wind environment assessment result. Therefore, it is only necessary to use the existing index parameters in the planning and design scheme of the urban target area to calculate the corresponding wind environment impact index, and then calculate the wind speed ratio of each target wind direction to conduct wind environment assessment of the target area. The calculation process It is simple, can save time and labor costs to a certain extent, and improve the calculation efficiency of wind environment assessment in urban blocks.

附图说明Description of the drawings

图1是本发明实施例提供的一种城市街区风环境评估方法的流程示意图。Figure 1 is a schematic flowchart of an urban block wind environment assessment method provided by an embodiment of the present invention.

图2是本发明实施例提供的一种最小凸边形划定的示意图Figure 2 is a schematic diagram of a minimum convex edge delimitation provided by an embodiment of the present invention.

图3是本发明实施例提供的一种入风口宽度与迎风面宽度的比值计算示意图。Figure 3 is a schematic diagram for calculating the ratio of the width of the air inlet and the width of the windward surface provided by an embodiment of the present invention.

图4是本发明实施例提供的一种建筑物风向角示意图。Figure 4 is a schematic diagram of the wind direction angle of a building provided by an embodiment of the present invention.

图5是本发明实施例提供的一种城市街区风环境评估系统的结构示意图。Figure 5 is a schematic structural diagram of an urban block wind environment assessment system provided by an embodiment of the present invention.

具体实施方式Detailed ways

下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without making creative efforts fall within the scope of protection of the present invention.

参见图1,图1是本发明一实施例提供的一种城市街区风环境评估方法的流程示意图。Referring to Figure 1, Figure 1 is a schematic flow chart of a wind environment assessment method for urban blocks provided by an embodiment of the present invention.

本发明实施例提供的城市街区风环境评估方法,包括步骤:The urban block wind environment assessment method provided by the embodiment of the present invention includes the steps:

S11、获取目标区域的气象观测数据,根据所述气象观测数据确定满足预设自然通风条件的目标月份,以及所述目标月份中的所有目标风向;S11. Obtain the meteorological observation data of the target area, and determine the target month that meets the preset natural ventilation conditions and all target wind directions in the target month based on the meteorological observation data;

S12、计算风环境影响指标;其中,所述风环境影响指标包括:所述目标区域的开敞空间率、所述目标区域的单位面积建筑数量、每一所述目标风向对应的入风口宽度与迎风面宽度的比值、每一所述目标风向对应的单位面积导风长度、每一所述目标风向对应的单位面积上阻风面积;S12. Calculate wind environment impact indicators; wherein, the wind environment impact indicators include: the open space rate of the target area, the number of buildings per unit area of the target area, the width of the air inlet corresponding to each target wind direction, and The ratio of the width of the windward surface, the wind guide length per unit area corresponding to each target wind direction, and the wind blocking area per unit area corresponding to each target wind direction;

S13、根据所述风环境影响指标和预设的风速比计算方程,计算每一所述目标风向的风速比;其中,所述风速比计算方程是基于风环境影响指标与风速比的线性回归方程;S13. Calculate the wind speed ratio for each target wind direction according to the wind environment impact index and the preset wind speed ratio calculation equation; wherein the wind speed ratio calculation equation is a linear regression equation based on the wind environment impact index and the wind speed ratio. ;

S14、根据每一所述目标风向在所述目标月份的出现频率,对所有所述风速比进行加权求和,得到风环境综合得分;S14. According to the frequency of occurrence of each target wind direction in the target month, perform a weighted sum of all the wind speed ratios to obtain a comprehensive wind environment score;

S15、根据所述风环境综合得分,对所述目标区域的风环境进行评估,得到风环境评估结果。S15. Evaluate the wind environment of the target area according to the comprehensive score of the wind environment, and obtain the wind environment assessment result.

可选地,所述气象观测数据包括每一月份的月平均气温、每一月份的月平均绝对湿度、每一风向的风向频率;Optionally, the meteorological observation data includes the monthly average temperature of each month, the monthly average absolute humidity of each month, and the wind direction frequency of each wind direction;

则,所述预设自然通风条件包括:Then, the preset natural ventilation conditions include:

月平均气温大于预设温度阈值,且月平均绝对湿度大于预设湿度阈值;The monthly average temperature is greater than the preset temperature threshold, and the monthly average absolute humidity is greater than the preset humidity threshold;

风向频率大于预设频率阈值。The wind direction frequency is greater than the preset frequency threshold.

具体地,所述气象观测数据为典型年逐时气象数据。Specifically, the meteorological observation data is typical year-by-hour meteorological data.

可选地,所述预设温度阈值为26℃,所述预设湿度阈值为15g/m3,所述预设频率阈值为5%。Optionally, the preset temperature threshold is 26°C, the preset humidity threshold is 15g/m 3 , and the preset frequency threshold is 5%.

示例性地,以所述预设温度阈值为26℃,所述预设湿度阈值为15g/m3,所述预设频率阈值为5%为例,在实际操作中,可根据规划设计方案中目标区域的典型年逐时气象数据,筛选月平均气温大于26℃且月平均绝对湿度大于15g/m3的月份作为目标月份,所述目标月份中风向频率大于5%的风向作为目标风向。For example, taking the preset temperature threshold as 26°C, the preset humidity threshold as 15g/m 3 , and the preset frequency threshold as 5%, in actual operation, the preset temperature threshold can be determined according to the planning and design scheme. Typical annual hourly meteorological data of the target area are used to select months with an average monthly temperature greater than 26°C and an average monthly absolute humidity greater than 15g/m3 as the target months, and wind directions with a wind direction frequency greater than 5% in the target month as the target wind direction.

需要说明,所述预设温度阈值、所述预设湿度阈值、所述预设频率阈值可根据实际情况进行调整,在此不对其具体数值进行限定。It should be noted that the preset temperature threshold, the preset humidity threshold, and the preset frequency threshold can be adjusted according to actual conditions, and their specific values are not limited here.

作为其中一个具体的实施例,所述风速比计算方程,具体为:As one specific embodiment, the wind speed ratio calculation equation is specifically:

其中,a1为预设常数项,a2为单位面积导风长度对应的第一相关系数,a3为入风口宽度与迎风面宽度的比值对应的第二相关系数,a4为单位面积上阻风面积对应的第三相关系数,a5为开敞空间率对应的第四相关系数,a6为单位面积建筑数量对应的第五相关系数,Rhgi为第i个目标风向的风速比,Rdi为第i个目标风向对应的单位面积导风长度,Rri为第i个目标风向对应的入风口宽度与迎风面宽度的比值,Rzi为第i个目标风向对应的单位面积上阻风面积,Rk为所述目标区域的开敞空间率,Rj为所述目标区域的单位面积建筑数量。Among them, a 1 is a preset constant term, a 2 is the first correlation coefficient corresponding to the wind guide length per unit area, a 3 is the second correlation coefficient corresponding to the ratio of the width of the air inlet and the width of the windward surface, and a 4 is the second correlation coefficient corresponding to the wind length per unit area. The third correlation coefficient corresponding to the wind resistance area, a 5 is the fourth correlation coefficient corresponding to the open space rate, a 6 is the fifth correlation coefficient corresponding to the number of buildings per unit area, R hgi is the wind speed ratio of the i-th target wind direction, R di is the wind guide length per unit area corresponding to the i-th target wind direction, R ri is the ratio of the width of the air inlet corresponding to the i-th target wind direction and the width of the windward surface, and R zi is the upper resistance per unit area corresponding to the i-th target wind direction. Wind area, R k is the open space ratio of the target area, and R j is the number of buildings per unit area in the target area.

需要说明的是,a6的取值为负数。It should be noted that the value of a 6 is a negative number.

可选地,a1=0.117,a2=9.763,a3=0.556,a4=0.013,a5=0.26,a6=-0.03。Alternatively, a 1 =0.117, a 2 =9.763, a 3 =0.556, a 4 =0.013, a 5 =0.26, a 6 =-0.03.

值得说明的是,所述风速比计算方程是基于实验模拟或者历史测算的风环境影响指标和对应的风速比进行线性回归分析构建的,是基于风环境影响指标与风速比的线性回归方程。a1、a2、a3、a4、a5、a6的具体取值可以根据实际的相关性分析进行调整。示例性地,构建270个城市街区模型,采用CFD和GIS技术模拟城市街区地风环境,计算风环境影响指标和风速比。将最小凸边形内风速比作为因变量,风环境影响指标作为自变量,进行多元线性回归分析,得到风速比计算方程,即,当然,在实际操作中,所述风速比计算方程还可以是其他通过分析风环境影响指标中的多个指标与风速比之间的相关性,以对风速比进行预测的数学方程或模型。It is worth noting that the wind speed ratio calculation equation is constructed based on linear regression analysis of wind environment impact indicators and corresponding wind speed ratios from experimental simulations or historical measurements. It is a linear regression equation based on wind environment impact indicators and wind speed ratio. The specific values of a 1 , a 2 , a 3 , a 4 , a 5 , and a 6 can be adjusted according to actual correlation analysis. For example, 270 urban block models are constructed, CFD and GIS technologies are used to simulate the wind environment of urban blocks, and wind environment impact indicators and wind speed ratios are calculated. Taking the wind speed ratio within the minimum convex shape as the dependent variable and the wind environment impact index as the independent variable, a multiple linear regression analysis was performed to obtain the wind speed ratio calculation equation, that is, Of course, in actual operation, the wind speed ratio calculation equation can also be other mathematical equations or models that predict the wind speed ratio by analyzing the correlation between multiple indicators in the wind environment impact indicators and the wind speed ratio.

具体地,所述根据每一所述目标风向在所述目标月份的出现频率,对所有所述风速比进行加权求和,得到风环境综合得分,具体为:Specifically, based on the frequency of occurrence of each target wind direction in the target month, a weighted summation of all the wind speed ratios is performed to obtain a comprehensive wind environment score, specifically as follows:

根据以下公式对所有所述风速比进行加权求和,得到风环境综合得分:A comprehensive wind environment score is obtained by weighting the sum of all the wind speed ratios according to the following formula:

其中,R为风环境综合得分,Pi为第i个所述目标风向在所述目标月份的出现频率,Rhgi为第i个所述目标风向的风速比,n为所述目标月份中的目标风向的总数。Among them, R is the comprehensive score of the wind environment, P i is the occurrence frequency of the i-th target wind direction in the target month, R hgi is the wind speed ratio of the i-th target wind direction, and n is the frequency of the i-th target wind direction in the target month. The total number of target wind directions.

具体地,在计算风环境影响指标之前,所述方法还包括:对所述目标区域的最小凸边形进行划定。参见图2,具体地,连接所述目标区域内所有建筑的最外点,并将超过所述目标区域的规划边界的部分去除,得到所述目标区域的最小凸边形。需要说明的是,划定所述目标区域的最小凸边形的目的是为了避免相同的建筑布局,不同的评价范围造成风速比的差异。Specifically, before calculating the wind environment impact index, the method further includes: delimiting a minimum convex polygon of the target area. Referring to Figure 2, specifically, the outermost points of all buildings in the target area are connected, and the parts exceeding the planning boundary of the target area are removed to obtain the minimum convex shape of the target area. It should be noted that the purpose of defining the minimum convex shape of the target area is to avoid differences in wind speed ratios caused by the same building layout and different evaluation ranges.

在一些优选的实施例中,所述目标区域的开敞空间率通过以下公式计算得到:In some preferred embodiments, the open space ratio of the target area is calculated by the following formula:

其中,Rk为所述目标区域的开敞空间率,S为所述目标区域的最小凸边形面积,Skc为所述目标区域的最小凸边形内的开敞空间面积。Wherein, R k is the open space ratio of the target area, S is the minimum convex area of the target area, and S kc is the open space area within the minimum convex area of the target area.

可以理解地,风主要在城市街区的开敞空间内流动,因此,开敞空间的多少是评价城市街区风环境优劣的基础。一般而言,城市街区的开敞空间率越高,其风环境越好。开敞空间率等于最小凸边形内开敞空间面积占城市街区最小凸边形面积的比例。Understandably, wind mainly flows in the open space of urban blocks. Therefore, the amount of open space is the basis for evaluating the quality of wind environment in urban blocks. Generally speaking, the higher the open space ratio of an urban block, the better its wind environment. The open space ratio is equal to the ratio of the area of open space within the smallest convex shape to the area of the smallest convex shape in the city block.

在一些优选的实施例中,所述目标区域的单位面积建筑数量通过以下公式计算得到:In some preferred embodiments, the number of buildings per unit area in the target area is calculated by the following formula:

其中,Rj为所述目标区域的单位面积建筑数量,Nj为所述目标区域的建筑数量,S为所述目标区域的最小凸边形面积。Among them, R j is the number of buildings per unit area in the target area, N j is the number of buildings in the target area, and S is the minimum convex area of the target area.

值得说明的是,开敞空间越连续,则其空间也就越大,风环境状况也就越好。当开敞空间面积一定时,所述目标区域的单位面积上的建筑数量越多,则独立的开敞空间面积越小,开敞空间也就被建筑分割得越破碎,风在其中流动遇到的摩擦面也就越多,风速也会随之有较大程度地降低。反之,所述目标区域的单位面积上的建筑数量越少,则独立开敞空间面积也就越大,风在其中流动遇到的摩擦面少,风速得以保持。It is worth mentioning that the more continuous the open space is, the larger the space will be and the better the wind environment will be. When the open space area is constant, the more buildings there are per unit area in the target area, the smaller the independent open space area will be, and the open space will be more fragmented by the buildings, and the wind flow in it will encounter The more friction surfaces there are, the wind speed will also be reduced to a greater extent. On the contrary, the smaller the number of buildings per unit area in the target area, the larger the independent open space area, and the wind will encounter fewer friction surfaces when flowing therein, and the wind speed can be maintained.

在一些优选的实施例中,每一所述目标风向对应的入风口宽度与迎风面宽度的比值通过以下公式计算得到:In some preferred embodiments, the ratio of the width of the air inlet corresponding to each target wind direction and the width of the windward surface is calculated by the following formula:

其中,Rri为第i个目标风向对应的入风口宽度与迎风面宽度的比值,Lr为第i个目标风向对应的入风口宽度,Ly为第i个目标风向对应的迎风面宽度。Among them, R ri is the ratio of the width of the air inlet corresponding to the i-th target wind direction and the width of the windward surface, L r is the width of the air inlet corresponding to the i-th target wind direction, and L y is the width of the windward surface corresponding to the i-th target wind direction.

可以理解地,入风口宽度与迎风面宽度的比值能够反映风吹入城市街区的能力。参见图3,迎风面宽度为最小凸边形垂直于风向的投影长度,入风口宽度为无遮挡面与最小凸边形的共边垂直于风向的投影长度。Understandably, the ratio of the width of the air inlet to the width of the windward surface can reflect the ability of wind to blow into urban blocks. Referring to Figure 3, the width of the windward surface is the projected length of the smallest convex shape perpendicular to the wind direction, and the width of the air inlet is the projected length of the common edge of the unobstructed surface and the smallest convex shape perpendicular to the wind direction.

参见图4,风向角是风向与建筑外墙面法线的夹角,在实际过程中,如果风直吹建筑,则风向角为0°,风向角越接近45°,则风速越大。频谱分析表明,风向角越接近45°,建筑就能够更好地把风导入目标区域内的开敞空间。风向角超过45°时,由于受到激波的作用。迎风面反而不能把风充分地导入城市街区。需要说明的是,风向角之间的差值是线性变化的,但风速比的变化幅度却不是线性的,而是呈现类似抛物线的变化趋势。因此,可以认为风向角越接近45°,则该面的导风性能越好,风向角小于或大于45°,则该面导风性能下降。基于此,本发明设一个迎风面的导风长度等于该面风向角两倍的正弦值与该面长度的乘积,即Ld=Lsin2α;其中,Ld为迎风面的导风长度,L为迎风面的长度,α为风向角。Referring to Figure 4, the wind direction angle is the angle between the wind direction and the normal line of the building's exterior wall. In actual practice, if the wind blows directly into the building, the wind direction angle is 0°. The closer the wind direction angle is to 45°, the greater the wind speed. Spectral analysis shows that the closer the wind direction angle is to 45°, the better the building is able to direct wind into the open space within the target area. When the wind direction angle exceeds 45°, it is affected by shock waves. On the contrary, the windward side cannot fully guide the wind into urban blocks. It should be noted that the difference between the wind direction angles changes linearly, but the change amplitude of the wind speed ratio is not linear, but shows a parabolic change trend. Therefore, it can be considered that the closer the wind direction angle is to 45°, the better the wind guide performance of the surface will be. If the wind direction angle is less than or greater than 45°, the wind guide performance of the surface will decrease. Based on this, the present invention assumes that the wind guide length of a windward surface is equal to the product of the sine value of twice the wind direction angle of the surface and the length of the surface, that is, L d = Lsin2α; where, L d is the wind guide length of the windward surface, and L is The length of the windward surface, α is the wind direction angle.

在一些优选的实施例中,每一所述目标风向对应的单位面积导风长度通过以下公式计算得到:In some preferred embodiments, the wind guide length per unit area corresponding to each target wind direction is calculated by the following formula:

其中,Rdi为第i个目标风向对应的单位面积导风长度,Lj为所述目标区域的最小凸边形内第j个建筑的迎风面长度,αji为所述目标区域的最小凸边形内第j个建筑与第i个目标风向的风向角,S为所述目标区域的最小凸边形面积。Among them, R di is the wind guide length per unit area corresponding to the i-th target wind direction, L j is the length of the windward surface of the j-th building within the minimum convex polygon of the target area, and α ji is the minimum convexity of the target area. The wind direction angle between the j-th building within the polygon and the i-th target wind direction, S is the minimum convex polygon area of the target area.

可以理解地,单位面积导风长度越大,说明建筑布局的导风性能越好,则越能够把风导入城市街区内部。单位面积导风长度等于所述目标区域内所有迎风面的导风长度之和与最小凸边形面积的比值。Understandably, the larger the wind guide length per unit area is, the better the wind guide performance of the building layout is, and the better it can guide wind into the urban blocks. The wind guide length per unit area is equal to the ratio of the sum of the wind guide lengths of all windward surfaces in the target area to the area of the smallest convex edge.

在一些优选的实施例中,每一所述目标风向对应的单位面积上阻风面积通过以下公式计算得到:In some preferred embodiments, the wind blocking area per unit area corresponding to each target wind direction is calculated by the following formula:

其中,Rzi为第i个目标风向对应的单位面积上阻风面积,Sj为所述目标区域的最小凸边形内第j个建筑的迎风面面积,αji为所述目标区域的最小凸边形内第j个建筑与第i个目标风向的风向角,S为所述目标区域的最小凸边形面积。Among them, R zi is the wind resistance area per unit area corresponding to the i-th target wind direction, S j is the windward surface area of the j-th building within the minimum convex shape of the target area, and α ji is the minimum area of the target area. The wind direction angle between the j-th building within the convex shape and the i-th target wind direction, S is the minimum convex shape area of the target area.

需要说明的是,建筑物对风的阻挡程度主要取决于阻风面积的大小,阻风面积越大,建筑对风的阻挡作用就越强。建筑的阻风面积为建筑迎风面垂直于风向的投影面积,数值上等于迎风面面积乘以该迎风面风向角的余弦值。单位面积上阻风面积可用于评价建筑对风的阻挡程度,其值等于所述目标区域内所有建筑的迎风面垂直于风向的投影面积之和与最小凸边形面积的比值。It should be noted that the degree of wind blocking of a building mainly depends on the size of the wind blocking area. The larger the wind blocking area, the stronger the wind blocking effect of the building. The wind resistance area of a building is the projected area of the windward surface of the building perpendicular to the wind direction, which is numerically equal to the area of the windward surface multiplied by the cosine of the wind direction angle of the windward surface. The wind blocking area per unit area can be used to evaluate the degree of wind blocking of a building. Its value is equal to the ratio of the sum of the projected areas of the windward surfaces perpendicular to the wind direction of all buildings in the target area to the area of the smallest convex edge.

值得说明的是,在本发明实施例中,计算风环境影响指标的参数可通过所述目标区域的规划设计方案获得,因此,只需要通过所述目标区域的规划设计方案中的既有指标参数,即可计算出风环境影响指标,进而通过风环境影响指标和预设的风速比计算方程计算得到每一所述目标风向的风速比,以基于所有目标风向的风速比得到风环境评估结果,无需像现有技术一样对目标区域的风环境进行实验、模拟或迭代运算,计算过程简单高效,易于操作,且风环境评估结果也相对稳定可靠。因此,本发明适用于城市街区规划设计方案的风环境评估,且易于在实践中推广。It is worth noting that in the embodiment of the present invention, the parameters for calculating the wind environment impact index can be obtained through the planning and design scheme of the target area. Therefore, it is only necessary to use the existing index parameters in the planning and design scheme of the target area. , the wind environment impact index can be calculated, and then the wind speed ratio of each target wind direction is calculated through the wind environment impact index and the preset wind speed ratio calculation equation, and the wind environment assessment result is obtained based on the wind speed ratio of all target wind directions. There is no need to conduct experiments, simulations or iterative calculations on the wind environment of the target area like existing technologies. The calculation process is simple, efficient and easy to operate, and the wind environment assessment results are relatively stable and reliable. Therefore, the present invention is suitable for wind environment assessment of urban block planning and design schemes, and is easy to be promoted in practice.

在一个可选的实施方式中,所述根据所述风环境综合得分,对所述目标区域的风环境进行评估,得到风环境评估结果,包括:In an optional implementation, the wind environment of the target area is evaluated based on the comprehensive wind environment score, and the wind environment assessment results are obtained, including:

当所述风环境综合得分大于第一预设数值时,判定所述风环境评估结果为风环境优秀;When the comprehensive wind environment score is greater than the first preset value, the wind environment assessment result is determined to be excellent wind environment;

当所述风环境综合得分大于第二预设数值,且小于或等于所述第一预设数值时,判定所述风环境评估结果为风环境良好;When the comprehensive score of the wind environment is greater than the second preset value and less than or equal to the first preset value, it is determined that the wind environment assessment result is a good wind environment;

当所述风环境综合得分大于第三预设数值,且小于或等于所述第二预设数值时,判定所述风环境评估结果为风环境中等;When the comprehensive wind environment score is greater than the third preset value and less than or equal to the second preset value, the wind environment assessment result is determined to be moderate wind environment;

当所述风环境综合得分大于第四预设数值,且小于或等于所述第三预设数值时,判定所述风环境评估结果为风环境较差;When the comprehensive wind environment score is greater than the fourth preset value and less than or equal to the third preset value, it is determined that the wind environment assessment result is poor wind environment;

当所述风环境综合得分小于或等于所述第四预设数值时,判定所述风环境评估结果为风环境差;其中,所述第一预设数值大于所述第二预设数值,所述第二预设数值大于所述第三预设数值,所述第三预设数值大于所述第四预设数值。When the comprehensive wind environment score is less than or equal to the fourth preset value, the wind environment assessment result is determined to be a poor wind environment; wherein the first preset value is greater than the second preset value, so The second preset value is greater than the third preset value, and the third preset value is greater than the fourth preset value.

优选的,所述第一预设数值为0.8,所述第二预设数值为0.6,所述第三预设数值为0.4,所述第四预设数值为0.2。Preferably, the first preset value is 0.8, the second preset value is 0.6, the third preset value is 0.4, and the fourth preset value is 0.2.

可以理解地,在本实施方式中,是将风环境评估结果按照风环境的优劣程度依次划分为优秀、良好、中等、较差、差五个等级;其中,风环境优秀优于风环境良好,风环境良好优于风环境中等,风环境中等优于风环境较差,风环境较差优于风环境差。当然,在实际操作中也可根据实际需要将风环境评估结果划分为第一等级、第二等级、第三等级、第四等级、第五等级,等级越高,风环境越好/越差。此外,还可以将风环境评估结果划分为四个等级或三个等级,在此不对风环境评估结果的判定和划分做具体的限定。It can be understood that in this embodiment, the wind environment assessment results are divided into five levels: excellent, good, medium, poor, and poor according to the degree of wind environment; among them, excellent wind environment is better than good wind environment. , a good wind environment is better than a moderate wind environment, a moderate wind environment is better than a poor wind environment, and a poor wind environment is better than a poor wind environment. Of course, in actual operations, the wind environment assessment results can also be divided into first level, second level, third level, fourth level, and fifth level according to actual needs. The higher the level, the better/worse the wind environment. In addition, the wind environment assessment results can also be divided into four levels or three levels. There are no specific limitations on the determination and classification of the wind environment assessment results here.

参见图5,是本发明实施例提供的一种城市街区风环境评估系统的结构示意图。Refer to Figure 5, which is a schematic structural diagram of an urban block wind environment assessment system provided by an embodiment of the present invention.

本发明实施例提供的城市街区风环境评估系统,包括:The urban block wind environment assessment system provided by the embodiment of the present invention includes:

风环境基底分析模块21,用于获取目标区域的气象观测数据,根据所述气象观测数据确定满足预设自然通风条件的目标月份,以及所述目标月份中的所有目标风向;The wind environment base analysis module 21 is used to obtain meteorological observation data of the target area, and determine the target month that meets the preset natural ventilation conditions based on the meteorological observation data, as well as all target wind directions in the target month;

风环境影响指标计算模块22,用于计算风环境影响指标;其中,所述风环境影响指标包括:所述目标区域的开敞空间率、所述目标区域的单位面积建筑数量、每一所述目标风向对应的入风口宽度与迎风面宽度的比值、每一所述目标风向对应的单位面积导风长度、每一所述目标风向对应的单位面积上阻风面积;The wind environment impact index calculation module 22 is used to calculate the wind environment impact index; wherein, the wind environment impact index includes: the open space rate of the target area, the number of buildings per unit area of the target area, each of the The ratio of the width of the air inlet corresponding to the target wind direction and the width of the windward surface, the wind guide length per unit area corresponding to each target wind direction, and the wind blocking area per unit area corresponding to each target wind direction;

风向风速比计算模块23,用于根据所述风环境影响指标和预设的风速比计算方程,计算每一所述目标风向的风速比;其中,所述风速比计算方程是基于风环境影响指标与风速比的线性回归方程;The wind direction and wind speed ratio calculation module 23 is used to calculate the wind speed ratio of each target wind direction according to the wind environment impact index and the preset wind speed ratio calculation equation; wherein the wind speed ratio calculation equation is based on the wind environment impact index. Linear regression equation with wind speed ratio;

风环境综合评分模块24,用于根据每一所述目标风向在所述目标月份的出现频率,对所有所述风速比进行加权求和,得到风环境综合得分;The wind environment comprehensive scoring module 24 is used to perform a weighted sum of all the wind speed ratios according to the frequency of occurrence of each target wind direction in the target month to obtain a comprehensive wind environment score;

风环境综合评估模块25,用于根据所述风环境综合得分,对所述目标区域的风环境进行评估,得到风环境评估结果。The comprehensive wind environment assessment module 25 is used to assess the wind environment of the target area based on the comprehensive wind environment score and obtain a wind environment assessment result.

可选地,风环境基底分析模块21中所述气象观测数据包括每一月份的月平均气温、每一月份的月平均绝对湿度、每一风向的风向频率;Optionally, the meteorological observation data in the wind environment base analysis module 21 includes the monthly average temperature of each month, the monthly average absolute humidity of each month, and the wind direction frequency of each wind direction;

则,所述预设自然通风条件包括:Then, the preset natural ventilation conditions include:

月平均气温大于预设温度阈值,且月平均绝对湿度大于预设湿度阈值;The monthly average temperature is greater than the preset temperature threshold, and the monthly average absolute humidity is greater than the preset humidity threshold;

风向频率大于预设频率阈值。The wind direction frequency is greater than the preset frequency threshold.

作为其中一个具体的实施例,风向风速比计算模块23中的所述风速比计算方程,具体为:As one specific embodiment, the wind speed ratio calculation equation in the wind direction and wind speed ratio calculation module 23 is specifically:

其中,a1为预设常数项,a2为单位面积导风长度对应的第一相关系数,a3为入风口宽度与迎风面宽度的比值对应的第二相关系数,a4为单位面积上阻风面积对应的第三相关系数,a5为开敞空间率对应的第四相关系数,a6为单位面积建筑数量对应的第五相关系数,Rhgi为第i个目标风向的风速比,Rdi为第i个目标风向对应的单位面积导风长度,Rri为第i个目标风向对应的入风口宽度与迎风面宽度的比值,Rzi为第i个目标风向对应的单位面积上阻风面积,Rk为所述目标区域的开敞空间率,Rj为所述目标区域的单位面积建筑数量。Among them, a 1 is a preset constant term, a 2 is the first correlation coefficient corresponding to the wind guide length per unit area, a 3 is the second correlation coefficient corresponding to the ratio of the width of the air inlet and the width of the windward surface, and a 4 is the second correlation coefficient corresponding to the wind length per unit area. The third correlation coefficient corresponding to the wind resistance area, a 5 is the fourth correlation coefficient corresponding to the open space rate, a 6 is the fifth correlation coefficient corresponding to the number of buildings per unit area, R hgi is the wind speed ratio of the i-th target wind direction, R di is the wind guide length per unit area corresponding to the i-th target wind direction, R ri is the ratio of the width of the air inlet corresponding to the i-th target wind direction and the width of the windward surface, and R zi is the upper resistance per unit area corresponding to the i-th target wind direction. Wind area, R k is the open space ratio of the target area, and R j is the number of buildings per unit area in the target area.

具体地,风环境综合评分模块24,具体用于:Specifically, the comprehensive wind environment scoring module 24 is used for:

根据以下公式对所有所述风速比进行加权求和,得到风环境综合得分:A comprehensive wind environment score is obtained by weighting the sum of all the wind speed ratios according to the following formula:

其中,R为风环境综合得分,Pi为第i个所述目标风向在所述目标月份的出现频率,Rhgi为第i个所述目标风向的风速比,n为所述目标月份中的目标风向的总数。Among them, R is the comprehensive score of the wind environment, P i is the occurrence frequency of the i-th target wind direction in the target month, R hgi is the wind speed ratio of the i-th target wind direction, and n is the frequency of the i-th target wind direction in the target month. The total number of target wind directions.

在一些优选的实施例中,风环境影响指标计算模块22通过以下公式计算得到所述目标区域的开敞空间率:In some preferred embodiments, the wind environment impact index calculation module 22 calculates the open space rate of the target area through the following formula:

其中,Rk为所述目标区域的开敞空间率,S为所述目标区域的最小凸边形面积,Skc为所述目标区域的最小凸边形内的开敞空间面积。Wherein, R k is the open space ratio of the target area, S is the minimum convex area of the target area, and S kc is the open space area within the minimum convex area of the target area.

在一些优选的实施例中,风环境影响指标计算模块22通过以下公式计算得到所述目标区域的单位面积建筑数量:In some preferred embodiments, the wind environment impact index calculation module 22 calculates the number of buildings per unit area in the target area through the following formula:

其中,Rj为所述目标区域的单位面积建筑数量,Nj为所述目标区域的建筑数量,S为所述目标区域的最小凸边形面积。Among them, R j is the number of buildings per unit area in the target area, N j is the number of buildings in the target area, and S is the minimum convex area of the target area.

在一些优选的实施例中,风环境影响指标计算模块22通过以下公式计算得到每一所述目标风向对应的入风口宽度与迎风面宽度的比值:In some preferred embodiments, the wind environment impact index calculation module 22 calculates the ratio of the air inlet width and the windward surface width corresponding to each target wind direction through the following formula:

其中,Rri为第i个目标风向对应的入风口宽度与迎风面宽度的比值,Lr为第i个目标风向对应的入风口宽度,Ly为第i个目标风向对应的迎风面宽度。Among them, R ri is the ratio of the width of the air inlet corresponding to the i-th target wind direction and the width of the windward surface, L r is the width of the air inlet corresponding to the i-th target wind direction, and L y is the width of the windward surface corresponding to the i-th target wind direction.

在一些优选的实施例中,风环境影响指标计算模块22通过以下公式计算得到每一所述目标风向对应的单位面积导风长度:In some preferred embodiments, the wind environment impact index calculation module 22 calculates the wind guide length per unit area corresponding to each target wind direction through the following formula:

其中,Rdi为第i个目标风向对应的单位面积导风长度,Lj为所述目标区域的最小凸边形内第j个建筑的迎风面长度,αji为所述目标区域的最小凸边形内第j个建筑与第i个目标风向的风向角,S为所述目标区域的最小凸边形面积。Among them, R di is the wind guide length per unit area corresponding to the i-th target wind direction, L j is the length of the windward surface of the j-th building within the minimum convex polygon of the target area, and α ji is the minimum convexity of the target area. The wind direction angle between the j-th building within the polygon and the i-th target wind direction, S is the minimum convex polygon area of the target area.

在一些优选的实施例中,风环境影响指标计算模块22通过以下公式计算得到每一所述目标风向对应的单位面积上阻风面积:In some preferred embodiments, the wind environment impact index calculation module 22 calculates the wind blocking area per unit area corresponding to each target wind direction through the following formula:

其中,Rzi为第i个目标风向对应的单位面积上阻风面积,Sj为所述目标区域的最小凸边形内第j个建筑的迎风面面积,αji为所述目标区域的最小凸边形内第j个建筑与第i个目标风向的风向角,S为所述目标区域的最小凸边形面积。Among them, R zi is the wind resistance area per unit area corresponding to the i-th target wind direction, S j is the windward surface area of the j-th building within the minimum convex shape of the target area, and α ji is the minimum area of the target area. The wind direction angle between the j-th building within the convex shape and the i-th target wind direction, S is the minimum convex shape area of the target area.

在一个可选的实施方式中,风环境综合评估模块25,具体用于:In an optional implementation, the wind environment comprehensive assessment module 25 is specifically used for:

当所述风环境综合得分大于第一预设数值时,判定所述风环境评估结果为风环境优秀;When the comprehensive wind environment score is greater than the first preset value, the wind environment assessment result is determined to be excellent wind environment;

当所述风环境综合得分大于第二预设数值,且小于或等于所述第一预设数值时,判定所述风环境评估结果为风环境良好;When the comprehensive score of the wind environment is greater than the second preset value and less than or equal to the first preset value, it is determined that the wind environment assessment result is a good wind environment;

当所述风环境综合得分大于第三预设数值,且小于或等于所述第二预设数值时,判定所述风环境评估结果为风环境中等;When the comprehensive wind environment score is greater than the third preset value and less than or equal to the second preset value, the wind environment assessment result is determined to be moderate wind environment;

当所述风环境综合得分大于第四预设数值,且小于或等于所述第三预设数值时,判定所述风环境评估结果为风环境较差;When the comprehensive wind environment score is greater than the fourth preset value and less than or equal to the third preset value, it is determined that the wind environment assessment result is poor wind environment;

当所述风环境综合得分小于或等于所述第四预设数值时,判定所述风环境评估结果为风环境差;其中,所述第一预设数值大于所述第二预设数值,所述第二预设数值大于所述第三预设数值,所述第三预设数值大于所述第四预设数值。When the comprehensive wind environment score is less than or equal to the fourth preset value, the wind environment assessment result is determined to be a poor wind environment; wherein the first preset value is greater than the second preset value, so The second preset value is greater than the third preset value, and the third preset value is greater than the fourth preset value.

需要说明的是,本实施例的城市街区风环境评估装置的各实施例的相关具体描述和有益效果可以参考上述的城市街区风环境评估方法的各实施例的相关具体描述和有益效果,在此不再赘述。It should be noted that the relevant detailed descriptions and beneficial effects of each embodiment of the urban block wind environment assessment device of this embodiment can be referred to the relevant detailed descriptions and beneficial effects of each embodiment of the above-mentioned urban block wind environment assessment method. Herein No longer.

需说明的是,以上所描述的装置实施例仅仅是示意性的,其中所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部模块来实现本实施例方案的目的。另外,本发明提供的装置实施例附图中,模块之间的连接关系表示它们之间具有通信连接,具体可以实现为一条或多条通信总线或信号线。本领域普通技术人员在不付出创造性劳动的情况下,即可以理解并实施。It should be noted that the device embodiments described above are only illustrative. The units described as separate components may or may not be physically separated. The components shown as units may or may not be physically separate. The unit can be located in one place, or it can be distributed across multiple network units. Some or all of the modules can be selected according to actual needs to achieve the purpose of the solution of this embodiment. In addition, in the drawings of the device embodiments provided by the present invention, the connection relationship between modules indicates that there are communication connections between them, which can be specifically implemented as one or more communication buses or signal lines. Persons of ordinary skill in the art can understand and implement the method without any creative effort.

综上,本发明实施例所提供的一种城市街区风环境评估方法及系统,首先,获取目标区域的气象观测数据,根据所述气象观测数据确定满足预设自然通风条件的目标月份,以及所述目标月份中的所有目标风向;计算风环境影响指标;其中,所述风环境影响指标包括:所述目标区域的开敞空间率、所述目标区域的单位面积建筑数量、每一所述目标风向对应的入风口宽度与迎风面宽度的比值、每一所述目标风向对应的单位面积导风长度、每一所述目标风向对应的单位面积上阻风面积;根据所述风环境影响指标和预设的风速比计算方程,计算每一所述目标风向的风速比;其中,所述风速比计算方程是基于风环境影响指标与风速比的线性回归方程;根据每一所述目标风向在所述目标月份的出现频率,对所有所述风速比进行加权求和,得到风环境综合得分;根据所述风环境综合得分,对所述目标区域的风环境进行评估,得到风环境评估结果。因此,只需要利用城市目标区域的规划设计方案中已有的指标参数,就能够计算相应的风环境影响指标,进而计算得到各目标风向的风速比,以对目标区域进行风环境评估,计算过程简单,且能够在一定程度上节省时间及人力成本,提高城市街区风环境评估的运算效率。In summary, the embodiments of the present invention provide an urban block wind environment assessment method and system. First, the meteorological observation data of the target area is obtained, and the target month that satisfies the preset natural ventilation conditions is determined based on the meteorological observation data, and the All target wind directions in the target month; calculate wind environment impact indicators; wherein, the wind environment impact indicators include: the open space rate of the target area, the number of buildings per unit area in the target area, the number of buildings per unit area in the target area, The ratio of the width of the air inlet corresponding to the wind direction and the width of the windward surface, the wind guide length per unit area corresponding to each target wind direction, and the wind blocking area per unit area corresponding to each target wind direction; according to the wind environment impact index and The preset wind speed ratio calculation equation is used to calculate the wind speed ratio of each target wind direction; wherein, the wind speed ratio calculation equation is a linear regression equation based on the wind environment impact index and the wind speed ratio; according to the location of each target wind direction, Based on the occurrence frequency of the target month, a weighted sum of all the wind speed ratios is performed to obtain a comprehensive wind environment score; based on the comprehensive wind environment score, the wind environment of the target area is evaluated to obtain a wind environment assessment result. Therefore, it is only necessary to use the existing index parameters in the planning and design scheme of the urban target area to calculate the corresponding wind environment impact index, and then calculate the wind speed ratio of each target wind direction to conduct wind environment assessment of the target area. The calculation process It is simple, can save time and labor costs to a certain extent, and improve the calculation efficiency of wind environment assessment in urban blocks.

以上所述是本发明的优选实施方式,应当指出,对于本技术领域的普通技术人员来说,在不脱离本发明原理的前提下,还可以做出若干改进和润饰,这些改进和润饰也视为本发明的保护范围。The above is the preferred embodiment of the present invention. It should be noted that for those of ordinary skill in the art, several improvements and modifications can be made without departing from the principles of the present invention. These improvements and modifications are also regarded as It is the protection scope of the present invention.

Claims (5)

1.一种城市街区风环境评估方法,其特征在于,包括:1. A method for assessing wind environment in urban blocks, which is characterized by including: 获取目标区域的气象观测数据,根据所述气象观测数据确定满足预设自然通风条件的目标月份,以及所述目标月份中的所有目标风向;Obtain meteorological observation data of the target area, and determine the target month that meets the preset natural ventilation conditions based on the meteorological observation data, and all target wind directions in the target month; 计算风环境影响指标;其中,所述风环境影响指标包括:所述目标区域的开敞空间率、所述目标区域的单位面积建筑数量、每一所述目标风向对应的入风口宽度与迎风面宽度的比值、每一所述目标风向对应的单位面积导风长度、每一所述目标风向对应的单位面积上阻风面积;Calculate wind environment impact indicators; wherein, the wind environment impact indicators include: the open space rate of the target area, the number of buildings per unit area of the target area, the width of the air inlet and the windward surface corresponding to each target wind direction The ratio of the width, the wind guide length per unit area corresponding to each target wind direction, and the wind blocking area per unit area corresponding to each target wind direction; 根据所述风环境影响指标和预设的风速比计算方程,计算每一所述目标风向的风速比;其中,所述风速比计算方程是基于风环境影响指标与风速比的线性回归方程;Calculate the wind speed ratio for each target wind direction according to the wind environment impact index and the preset wind speed ratio calculation equation; wherein the wind speed ratio calculation equation is a linear regression equation based on the wind environment impact index and the wind speed ratio; 根据每一所述目标风向在所述目标月份的出现频率,对所有所述风速比进行加权求和,得到风环境综合得分;According to the frequency of occurrence of each target wind direction in the target month, perform a weighted sum of all the wind speed ratios to obtain a comprehensive wind environment score; 根据所述风环境综合得分,对所述目标区域的风环境进行评估,得到风环境评估结果;Evaluate the wind environment of the target area according to the comprehensive wind environment score, and obtain the wind environment assessment result; 所述目标区域的开敞空间率通过以下公式计算得到:The open space rate of the target area is calculated by the following formula: 其中,Rk为所述目标区域的开敞空间率,S为所述目标区域的最小凸边形面积,Skc为所述目标区域的最小凸边形内的开敞空间面积;Wherein, R k is the open space ratio of the target area, S is the minimum convex edge area of the target area, and S kc is the open space area within the minimum convex edge of the target area; 每一所述目标风向对应的单位面积导风长度通过以下公式计算得到:The wind guide length per unit area corresponding to each target wind direction is calculated by the following formula: 其中,Rdi为第i个目标风向对应的单位面积导风长度,Lj为所述目标区域的最小凸边形内第j个建筑的迎风面长度,αji为所述目标区域的最小凸边形内第j个建筑与第i个目标风向的风向角,S为所述目标区域的最小凸边形面积;Among them, R di is the wind guide length per unit area corresponding to the i-th target wind direction, L j is the length of the windward surface of the j-th building within the minimum convex polygon of the target area, and α ji is the minimum convexity of the target area. The wind direction angle between the j-th building within the polygon and the i-th target wind direction, S is the minimum convex polygon area of the target area; 每一所述目标风向对应的单位面积上阻风面积通过以下公式计算得到:The wind blocking area per unit area corresponding to each target wind direction is calculated by the following formula: 其中,Rzi为第i个目标风向对应的单位面积上阻风面积,Sj为所述目标区域的最小凸边形内第j个建筑的迎风面面积,αji为所述目标区域的最小凸边形内第j个建筑与第i个目标风向的风向角,S为所述目标区域的最小凸边形面积;Among them, R zi is the wind resistance area per unit area corresponding to the i-th target wind direction, S j is the windward surface area of the j-th building within the minimum convex shape of the target area, and α ji is the minimum area of the target area. The wind direction angle between the j-th building within the convex shape and the i-th target wind direction, S is the minimum convex shape area of the target area; 所述风速比计算方程,具体为:The wind speed ratio calculation equation is specifically: 其中,a1为预设常数项,a2为单位面积导风长度对应的第一相关系数,a3为入风口宽度与迎风面宽度的比值对应的第二相关系数,a4为单位面积上阻风面积对应的第三相关系数,a5为开敞空间率对应的第四相关系数,a6为单位面积建筑数量对应的第五相关系数,Rhgi为第i个目标风向的风速比,Rdi为第i个目标风向对应的单位面积导风长度,Rri为第i个目标风向对应的入风口宽度与迎风面宽度的比值,Rzi为第i个目标风向对应的单位面积上阻风面积,Rk为所述目标区域的开敞空间率,Rj为所述目标区域的单位面积建筑数量;Among them, a 1 is a preset constant term, a 2 is the first correlation coefficient corresponding to the wind guide length per unit area, a 3 is the second correlation coefficient corresponding to the ratio of the width of the air inlet and the width of the windward surface, and a 4 is the second correlation coefficient corresponding to the wind length per unit area. The third correlation coefficient corresponding to the wind resistance area, a 5 is the fourth correlation coefficient corresponding to the open space rate, a 6 is the fifth correlation coefficient corresponding to the number of buildings per unit area, R hgi is the wind speed ratio of the i-th target wind direction, R di is the wind guide length per unit area corresponding to the i-th target wind direction, R ri is the ratio of the width of the air inlet corresponding to the i-th target wind direction and the width of the windward surface, and R zi is the upper resistance per unit area corresponding to the i-th target wind direction. Wind area, R k is the open space ratio of the target area, R j is the number of buildings per unit area in the target area; 所述根据每一所述目标风向在所述目标月份的出现频率,对所有所述风速比进行加权求和,得到风环境综合得分,具体为:According to the frequency of occurrence of each target wind direction in the target month, a weighted sum of all the wind speed ratios is performed to obtain a comprehensive wind environment score, specifically as follows: 根据以下公式对所有所述风速比进行加权求和,得到风环境综合得分:A comprehensive wind environment score is obtained by weighting the sum of all the wind speed ratios according to the following formula: 其中,R为风环境综合得分,Pi为第i个所述目标风向在所述目标月份的出现频率,Rhgi为第i个所述目标风向的风速比,n为所述目标月份中的目标风向的总数。Among them, R is the comprehensive score of the wind environment, P i is the occurrence frequency of the i-th target wind direction in the target month, R hgi is the wind speed ratio of the i-th target wind direction, and n is the frequency of the i-th target wind direction in the target month. The total number of target wind directions. 2.如权利要求1所述的城市街区风环境评估方法,其特征在于,所述气象观测数据包括每一月份的月平均气温、每一月份的月平均绝对湿度、每一风向的风向频率;2. The urban block wind environment assessment method according to claim 1, wherein the meteorological observation data includes the monthly average temperature of each month, the monthly average absolute humidity of each month, and the wind direction frequency of each wind direction; 所述预设自然通风条件包括:The preset natural ventilation conditions include: 月平均气温大于预设温度阈值,且月平均绝对湿度大于预设湿度阈值;The monthly average temperature is greater than the preset temperature threshold, and the monthly average absolute humidity is greater than the preset humidity threshold; 风向频率大于预设频率阈值。The wind direction frequency is greater than the preset frequency threshold. 3.如权利要求1所述的城市街区风环境评估方法,其特征在于,所述目标区域的单位面积建筑数量通过以下公式计算得到:3. The urban block wind environment assessment method according to claim 1, characterized in that the number of buildings per unit area in the target area is calculated by the following formula: 其中,Rj为所述目标区域的单位面积建筑数量,Nj为所述目标区域的建筑数量,S为所述目标区域的最小凸边形面积。Among them, R j is the number of buildings per unit area in the target area, N j is the number of buildings in the target area, and S is the minimum convex area of the target area. 4.如权利要求1所述的城市街区风环境评估方法,其特征在于,所述根据所述风环境综合得分,对所述目标区域的风环境进行评估,得到风环境评估结果,包括:4. The urban block wind environment assessment method according to claim 1, wherein the wind environment of the target area is assessed according to the wind environment comprehensive score to obtain the wind environment assessment result, which includes: 当所述风环境综合得分大于第一预设数值时,判定所述风环境评估结果为风环境优秀;When the comprehensive wind environment score is greater than the first preset value, the wind environment assessment result is determined to be excellent wind environment; 当所述风环境综合得分大于第二预设数值,且小于或等于所述第一预设数值时,判定所述风环境评估结果为风环境良好;When the comprehensive score of the wind environment is greater than the second preset value and less than or equal to the first preset value, it is determined that the wind environment assessment result is a good wind environment; 当所述风环境综合得分大于第三预设数值,且小于或等于所述第二预设数值时,判定所述风环境评估结果为风环境中等;When the comprehensive wind environment score is greater than the third preset value and less than or equal to the second preset value, the wind environment assessment result is determined to be moderate wind environment; 当所述风环境综合得分大于第四预设数值,且小于或等于所述第三预设数值时,判定所述风环境评估结果为风环境较差;When the comprehensive wind environment score is greater than the fourth preset value and less than or equal to the third preset value, it is determined that the wind environment assessment result is poor wind environment; 当所述风环境综合得分小于或等于所述第四预设数值时,判定所述风环境评估结果为风环境差;其中,所述第一预设数值大于所述第二预设数值,所述第二预设数值大于所述第三预设数值,所述第三预设数值大于所述第四预设数值。When the comprehensive wind environment score is less than or equal to the fourth preset value, the wind environment assessment result is determined to be a poor wind environment; wherein the first preset value is greater than the second preset value, so The second preset value is greater than the third preset value, and the third preset value is greater than the fourth preset value. 5.一种城市街区风环境评估系统,其特征在于,包括:5. A wind environment assessment system for urban blocks, which is characterized by including: 风环境基底分析模块,用于获取目标区域的气象观测数据,根据所述气象观测数据确定满足预设自然通风条件的目标月份,以及所述目标月份中的所有目标风向;The wind environment base analysis module is used to obtain meteorological observation data of the target area, and determine the target month that meets the preset natural ventilation conditions based on the meteorological observation data, as well as all target wind directions in the target month; 风环境影响指标计算模块,用于计算风环境影响指标;其中,所述风环境影响指标包括:所述目标区域的开敞空间率、所述目标区域的单位面积建筑数量、每一所述目标风向对应的入风口宽度与迎风面宽度的比值、每一所述目标风向对应的单位面积导风长度、每一所述目标风向对应的单位面积上阻风面积;The wind environment impact index calculation module is used to calculate the wind environment impact index; wherein the wind environment impact index includes: the open space rate of the target area, the number of buildings per unit area of the target area, the number of buildings per unit area of the target area, The ratio of the width of the air inlet corresponding to the wind direction and the width of the windward surface, the wind guide length per unit area corresponding to each target wind direction, and the wind blocking area per unit area corresponding to each target wind direction; 风向风速比计算模块,用于根据所述风环境影响指标和预设的风速比计算方程,计算每一所述目标风向的风速比;其中,所述风速比计算方程是基于风环境影响指标与风速比的线性回归方程;The wind direction and wind speed ratio calculation module is used to calculate the wind speed ratio of each target wind direction according to the wind environment impact index and the preset wind speed ratio calculation equation; wherein the wind speed ratio calculation equation is based on the wind environment impact index and the preset wind speed ratio calculation equation. Linear regression equation of wind speed ratio; 风环境综合评分模块,用于根据每一所述目标风向在所述目标月份的出现频率,对所有所述风速比进行加权求和,得到风环境综合得分;The wind environment comprehensive scoring module is used to perform a weighted sum of all the wind speed ratios according to the frequency of occurrence of each target wind direction in the target month to obtain a comprehensive wind environment score; 风环境综合评估模块,用于根据所述风环境综合得分,对所述目标区域的风环境进行评估,得到风环境评估结果;A comprehensive wind environment assessment module is used to assess the wind environment of the target area based on the comprehensive wind environment score and obtain wind environment assessment results; 所述目标区域的开敞空间率通过以下公式计算得到:The open space rate of the target area is calculated by the following formula: 其中,Rk为所述目标区域的开敞空间率,S为所述目标区域的最小凸边形面积,Skc为所述目标区域的最小凸边形内的开敞空间面积;Wherein, R k is the open space ratio of the target area, S is the minimum convex edge area of the target area, and S kc is the open space area within the minimum convex edge of the target area; 每一所述目标风向对应的单位面积导风长度通过以下公式计算得到:The wind guide length per unit area corresponding to each target wind direction is calculated by the following formula: 其中,Rdi为第i个目标风向对应的单位面积导风长度,Lj为所述目标区域的最小凸边形内第j个建筑的迎风面长度,αji为所述目标区域的最小凸边形内第j个建筑与第i个目标风向的风向角,S为所述目标区域的最小凸边形面积;Among them, R di is the wind guide length per unit area corresponding to the i-th target wind direction, L j is the length of the windward surface of the j-th building within the minimum convex polygon of the target area, and α ji is the minimum convexity of the target area. The wind direction angle between the j-th building within the polygon and the i-th target wind direction, S is the minimum convex polygon area of the target area; 每一所述目标风向对应的单位面积上阻风面积通过以下公式计算得到:The wind blocking area per unit area corresponding to each target wind direction is calculated by the following formula: 其中,Rzi为第i个目标风向对应的单位面积上阻风面积,Sj为所述目标区域的最小凸边形内第j个建筑的迎风面面积,αji为所述目标区域的最小凸边形内第j个建筑与第i个目标风向的风向角,S为所述目标区域的最小凸边形面积;Among them, R zi is the wind resistance area per unit area corresponding to the i-th target wind direction, S j is the windward surface area of the j-th building within the minimum convex shape of the target area, and α ji is the minimum area of the target area. The wind direction angle between the j-th building within the convex shape and the i-th target wind direction, S is the minimum convex shape area of the target area; 所述风速比计算方程,具体为:The wind speed ratio calculation equation is specifically: 其中,a1为预设常数项,a2为单位面积导风长度对应的第一相关系数,a3为入风口宽度与迎风面宽度的比值对应的第二相关系数,a4为单位面积上阻风面积对应的第三相关系数,a5为开敞空间率对应的第四相关系数,a6为单位面积建筑数量对应的第五相关系数,Rhgi为第i个目标风向的风速比,Rdi为第i个目标风向对应的单位面积导风长度,Rri为第i个目标风向对应的入风口宽度与迎风面宽度的比值,Rzi为第i个目标风向对应的单位面积上阻风面积,Rk为所述目标区域的开敞空间率,Rj为所述目标区域的单位面积建筑数量;Among them, a 1 is a preset constant term, a 2 is the first correlation coefficient corresponding to the wind guide length per unit area, a 3 is the second correlation coefficient corresponding to the ratio of the width of the air inlet and the width of the windward surface, and a 4 is the second correlation coefficient corresponding to the wind length per unit area. The third correlation coefficient corresponding to the wind resistance area, a 5 is the fourth correlation coefficient corresponding to the open space rate, a 6 is the fifth correlation coefficient corresponding to the number of buildings per unit area, R hgi is the wind speed ratio of the i-th target wind direction, R di is the wind guide length per unit area corresponding to the i-th target wind direction, R ri is the ratio of the width of the air inlet corresponding to the i-th target wind direction and the width of the windward surface, and R zi is the upper resistance per unit area corresponding to the i-th target wind direction. Wind area, R k is the open space ratio of the target area, R j is the number of buildings per unit area in the target area; 所述根据每一所述目标风向在所述目标月份的出现频率,对所有所述风速比进行加权求和,得到风环境综合得分,具体为:According to the frequency of occurrence of each target wind direction in the target month, a weighted sum of all the wind speed ratios is performed to obtain a comprehensive wind environment score, specifically as follows: 根据以下公式对所有所述风速比进行加权求和,得到风环境综合得分:A comprehensive wind environment score is obtained by weighting the sum of all the wind speed ratios according to the following formula: 其中,R为风环境综合得分,Pi为第i个所述目标风向在所述目标月份的出现频率,Rhgi为第i个所述目标风向的风速比,n为所述目标月份中的目标风向的总数。Among them, R is the comprehensive score of the wind environment, P i is the occurrence frequency of the i-th target wind direction in the target month, R hgi is the wind speed ratio of the i-th target wind direction, and n is the frequency of the i-th target wind direction in the target month. The total number of target wind directions.
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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104778365A (en) * 2015-04-15 2015-07-15 天津大学 Green building group outdoor wind environment quality comprehensive index evaluation method
CN106156516A (en) * 2016-07-21 2016-11-23 哈尔滨工业大学 A kind of Urban Streets based on wind tunnel test Pedestrian Level Winds appraisal procedure
CN109033664A (en) * 2018-08-07 2018-12-18 北京建筑大学 Based on the considerations of the architectural wind environment appraisal procedure of CFD building body draining effect

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104778365A (en) * 2015-04-15 2015-07-15 天津大学 Green building group outdoor wind environment quality comprehensive index evaluation method
CN106156516A (en) * 2016-07-21 2016-11-23 哈尔滨工业大学 A kind of Urban Streets based on wind tunnel test Pedestrian Level Winds appraisal procedure
CN109033664A (en) * 2018-08-07 2018-12-18 北京建筑大学 Based on the considerations of the architectural wind environment appraisal procedure of CFD building body draining effect

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