CN107153741A - A kind of non-fragment orbit simulation adjustment amount is calculated and fine adjusting method - Google Patents
A kind of non-fragment orbit simulation adjustment amount is calculated and fine adjusting method Download PDFInfo
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Abstract
Description
技术领域technical field
本发明针对的是计算高速铁路无砟轨道模拟调整量的问题,涉及一种基于多项式拟合迭代的轨道模拟调整量自动化算法和无砟轨道精调方法,其主要运用于高速铁路无砟轨道的精调及维护。The present invention is aimed at the problem of calculating the simulation adjustment amount of ballastless track of high-speed railway, and relates to an automatic algorithm of track simulation adjustment amount based on polynomial fitting iteration and a fine adjustment method of ballastless track, which is mainly applied to the ballastless track of high-speed railway Fine tuning and maintenance.
背景技术Background technique
目前,高速铁路无砟轨道已成为我国乃至全世界铁路轨道的主要结构形式。高速铁路客运专线要适应列车高速度、高密度、高安全性和舒适度好等特点,就要要求高速铁路无砟轨道具有高平顺性、高稳定性、高精度、养护时间短等特点。此外,随着京津、武广、京沪以及沪昆等高速铁路的铺设,高速铁路无砟轨道的精调质量问题引起了众多学者以及技术人员的重视。At present, high-speed railway ballastless track has become the main structural form of railway tracks in my country and even in the world. In order to adapt to the characteristics of high speed, high density, high safety and good comfort of trains, the high-speed railway passenger dedicated line requires high-speed railway ballastless track to have the characteristics of high ride comfort, high stability, high precision and short maintenance time. In addition, with the laying of Beijing-Tianjin, Wuhan-Guangzhou, Beijing-Shanghai and Shanghai-Kunming high-speed railways, the fine-tuning quality of high-speed railway ballastless tracks has attracted the attention of many scholars and technicians.
高程和平面调整量的计算是轨道精调中最重要的环节之一。当前,工程实际中最常用的方法是通过轨道几何状态测量仪随机调整软件进行调整。该方法有以下缺点:The calculation of elevation and plane adjustment is one of the most important links in track fine-tuning. At present, the most commonly used method in engineering practice is to adjust through the random adjustment software of the track geometric state measuring instrument. This method has the following disadvantages:
1)该方法需要辅助人工手动逐扣件进行调整,比较浪费人力物力,效率极其低下;1) This method needs to be adjusted manually by fasteners manually, which is a waste of manpower and material resources, and the efficiency is extremely low;
2)在调整过程中,不同的操作人员因其经验以及技术水平参差不齐,最终得到的调整方案也会不同,因此不能得到一个高质量的调整方案。2) During the adjustment process, due to the uneven experience and technical level of different operators, the final adjustment plan will be different, so a high-quality adjustment plan cannot be obtained.
因此,有必要设计出一种新的计算无砟轨道模拟调整量的算法,以得到一套高质量的调整方案。Therefore, it is necessary to design a new algorithm for calculating the simulation adjustment of ballastless track to obtain a set of high-quality adjustment schemes.
发明内容Contents of the invention
本发明所解决的技术问题是,针对现有技术的不足,提出一种无砟轨道模拟调整量计算及精调方法,能自动计算出轨道模拟调整量。The technical problem solved by the present invention is to propose a method for calculating and fine-tuning the simulated adjustment amount of the ballastless track, which can automatically calculate the simulated adjustment amount of the track.
本发明所提供的技术方案为:The technical scheme provided by the present invention is:
一种无砟轨道模拟调整量计算方法,计算平面基准轨的模拟调整量包括以下步骤:A method for calculating a simulated adjustment amount of a ballastless track, the calculation of the simulated adjustment amount of a plane reference rail includes the following steps:
步骤A1:读入轨道各检测点处的设计横坐标与实测横坐标;实测坐标为轨道在该里程处在大地坐标系下实际测得的的坐标值;设计坐标为该里程处轨道在大地坐标系下的理论值;Step A1: Read in the design abscissa and measured abscissa at each detection point of the track; the measured coordinate is the coordinate value actually measured by the track at the mileage in the geodetic coordinate system; the design coordinate is the geodetic coordinate of the track at the mileage The theoretical value under the system;
步骤A2:计算轨道各检测点处的设计横坐标与实测横坐标的差值,得到各检测点处的轨道横向偏移量;Step A2: Calculate the difference between the designed abscissa and the measured abscissa at each detection point of the track to obtain the lateral offset of the track at each detection point;
步骤A3:对轨道横向偏移量进行多项式拟合,拟合出模拟曲线函数;Step A3: Carry out polynomial fitting to the lateral offset of the track, and fit the simulation curve function;
步骤A4:将检测点的里程带入模拟曲线函数并计算模拟曲线函数值;检测点的里程与其坐标存在对应关系,可由其坐标推出其里程;Step A4: Bring the mileage of the detection point into the simulation curve function and calculate the value of the simulation curve function; there is a corresponding relationship between the mileage of the detection point and its coordinates, and its mileage can be deduced from its coordinates;
步骤A5:计算模拟曲线函数值和对应的轨道横向偏移量之差z,得到模拟调整量;Step A5: Calculate the difference z between the simulated curve function value and the corresponding track lateral offset to obtain the simulated adjustment amount;
步骤A6:首先计算轨道横向偏移量与模拟调整量之和,将其作为新的轨道横向偏移量;然后重复步骤A3-A5,直至步骤A5得到的模拟调整量为0;将迭代过程中,每一轮步骤A5计算得到的模拟调整量相加,得到该处的平面基准轨模拟调整量。Step A6: First calculate the sum of the orbital lateral offset and the simulated adjustment, and use it as the new orbital lateral offset; then repeat steps A3-A5 until the simulated adjustment obtained in step A5 is 0; , the simulated adjustments calculated in step A5 in each round are added together to obtain the simulated adjustments of the plane reference rail at this place.
所述步骤A3中,拟合出模拟曲线函数的具体步骤如下:In the step A3, the specific steps of fitting the simulation curve function are as follows:
a1):对轨道的横向偏移量进行不同阶数的多项式拟合,得到不同阶数的模拟曲线;并分析不同阶数的模拟曲线的平顺度;a1): Carry out polynomial fitting of different orders to the lateral offset of the track to obtain simulated curves of different orders; and analyze the smoothness of the simulated curves of different orders;
a2):分析不同阶数的模拟曲线的平顺度:a2): Analyze the smoothness of simulation curves of different orders:
首先,求不同阶数的模拟曲线的一阶导数y'和二阶导数y”;First, calculate the first-order derivative y' and the second-order derivative y" of the simulation curves of different orders;
然后,根据以下公式求不同阶数的模拟曲线的曲率半径:Then, calculate the radius of curvature of the simulated curves of different orders according to the following formula:
最后,根据曲率半径ρ的大小来判断不同阶数的模拟曲线的平顺性,曲率半径越大,说明弯曲度越高,即曲线的平顺度越高;Finally, the smoothness of the simulated curves of different orders is judged according to the size of the curvature radius ρ. The larger the curvature radius, the higher the curvature, that is, the higher the smoothness of the curve;
a3):利用以下公式评价不同阶数的模拟曲线的逼近度δ:a3): Use the following formula to evaluate the approximation δ of the simulation curves of different orders:
其中,P(xi)表示模拟曲线的函数值,yi表示调整前轨道的横向偏移量;Wherein, P( xi ) represents the function value of the simulation curve, and y represents the lateral offset of the track before adjustment;
a4):综合步骤a2)和步骤a3)的结果,以同时具备高平顺性和高逼近度为原则确定模拟曲线的阶数,从而拟合出模拟曲线函数。a4): Combining the results of step a2) and step a3), the order of the simulation curve is determined based on the principle of high smoothness and high approximation, so as to fit the simulation curve function.
所述步骤A5中,模拟调整量取最接近z且为0.5mm或1mm的整数倍的量。高速铁路无砟轨道调整时,主要是通过对实测位置的轨道扣件(垫板等)进行调整的,而目前我国高速铁路无砟轨道轨距挡板和轨道垫片的尺寸规格大体上都是0.5mm的整数倍和1mm的整数倍,因此模拟调整量应取0.5mm或1mm的整数倍。In the step A5, the analog adjustment amount is the closest to z and is an integer multiple of 0.5 mm or 1 mm. When adjusting the ballastless track of high-speed railway, it is mainly to adjust the track fasteners (backing plate, etc.) Integer multiples of 0.5mm and 1mm, so the analog adjustment should be an integral multiple of 0.5mm or 1mm.
一种无砟轨道模拟调整量计算方法,计算高程基准轨的模拟调整量包括以下步骤:A method for calculating the simulated adjustment amount of a ballastless track, the calculation of the simulated adjustment amount of the elevation reference rail comprises the following steps:
步骤B1:读入轨道各检测点处的设计纵坐标与实测纵坐标;Step B1: read in the design ordinate and measured ordinate at each detection point of the track;
步骤B2:计算轨道各检测点处的设计纵坐标与实测纵坐标的差值,得到各检测点处的轨道纵向偏移量;Step B2: Calculate the difference between the design ordinate and the measured ordinate at each detection point of the track to obtain the longitudinal offset of the track at each detection point;
步骤B3:对轨道纵向偏移量进行多项式拟合,拟合出模拟曲线函数;Step B3: Carry out polynomial fitting to the longitudinal offset of the track, and fit the simulation curve function;
步骤B4:将检测点的里程带入模拟曲线函数并计算模拟曲线函数值;Step B4: Bring the mileage of the detection point into the simulation curve function and calculate the value of the simulation curve function;
步骤B5:计算模拟曲线函数值和对应的轨道纵向偏移量之差,得到模拟调整量,模拟调整量应取0.5mm或1mm的整数倍;Step B5: Calculate the difference between the simulated curve function value and the corresponding track longitudinal offset to obtain the simulated adjustment amount, which should be an integer multiple of 0.5mm or 1mm;
步骤B6:首先计算轨道纵向偏移量与模拟调整量之和,将其作为新的轨道纵向偏移量;然后重复步骤B3-B5,直至步骤B5得到的模拟调整量为0;将迭代过程中,每一轮步骤B5计算得到的模拟调整量相加得到该处的高程基准轨模拟调整量。Step B6: first calculate the sum of the track longitudinal offset and the simulated adjustment, and use it as the new track longitudinal offset; then repeat steps B3-B5 until the simulated adjustment obtained in step B5 is 0; , the simulated adjustments calculated in step B5 in each round are added to obtain the simulated adjustments of the elevation reference rail at this place.
所述步骤B3中,拟合出模拟曲线函数的具体步骤如下:In the step B3, the specific steps of fitting the simulation curve function are as follows:
b1):对轨道的横向偏移量进行不同阶数的多项式拟合,得到不同阶数的模拟曲线;b1): Carry out polynomial fitting of different orders to the lateral offset of the track, and obtain simulation curves of different orders;
b2):分析不同阶数的模拟曲线的平顺度;b2): Analyze the smoothness of the simulation curves of different orders;
所述分析不同阶数的模拟曲线的平顺度方法为:The method for smoothness of the simulated curves of different orders of analysis is:
首先,求不同阶数的模拟曲线的一阶导数y'和二阶导数y”;First, calculate the first-order derivative y' and the second-order derivative y" of the simulation curves of different orders;
然后,根据以下公式求不同阶数的模拟曲线的曲率半径:Then, calculate the radius of curvature of the simulated curves of different orders according to the following formula:
最后,根据曲率半径ρ的大小来判断不同阶数的模拟曲线的平顺性,曲率半径越大,说明弯曲度越高,即曲线的平顺度越高。Finally, the smoothness of the simulated curves of different orders is judged according to the size of the radius of curvature ρ. The larger the radius of curvature, the higher the degree of curvature, that is, the higher the smoothness of the curve.
b3):利用以下公式评价不同阶数的模拟曲线的逼近度δ:b3): Use the following formula to evaluate the approximation degree δ of the simulation curves of different orders:
其中,P(xi)表示模拟曲线的函数值,yi表示调整前轨道的纵向偏移量;Wherein, P( xi ) represents the function value of the simulation curve, and y represents the longitudinal offset of the track before adjustment;
b4):综合步骤b2)和步骤b3)的结果,以同时具备高平顺性和高逼近度为原则确定模拟曲线的阶数,从而拟合出模拟曲线函数。b4): Combining the results of step b2) and step b3), the order of the simulation curve is determined based on the principle of high smoothness and high approximation, so as to fit the simulation curve function.
所述步骤B5中,模拟调整量取最接近z且为0.5mm或1mm的整数倍的量。In the step B5, the analog adjustment amount is the closest to z and is an integer multiple of 0.5 mm or 1 mm.
一种无砟轨道精调方法,首先根据上述方法计算无砟轨道各个位置的平面基准轨模拟调整量和高程基准轨模拟调整量;然后,根据计算出的平面基准轨模拟调整量和高程基准轨模拟调整量的大小对无砟轨道相应位置的轨道扣件和垫板进行调整。A fine adjustment method for ballastless track, first calculate the simulated adjustment amount of the plane reference rail and the simulated adjustment amount of the elevation reference rail at each position of the ballastless track according to the above method; then, according to the calculated adjustment amount of the plane reference rail simulation and the elevation reference rail The size of the simulated adjustment is adjusted to the track fasteners and backing plates at the corresponding positions of the ballastless track.
本发明原理为;Principle of the present invention is;
本发明提出了一种基于多项式拟合迭代的无砟轨道模拟调整量计算方法,采用拟合迭代的方法自动计算基准轨的模拟调整量,拟合步骤包括:首先利用多项式拟合理论求得模拟曲线函数以及计算模拟曲线的平顺性与逼近度;然后计算拟合出的模拟曲线函数的阶数与其平顺性与逼近度的关系,从而最终确定模拟曲线函数的阶数。所求的轨道模拟调整量就是轨道某里程处的偏移量到所求得的模拟曲线的距离。The present invention proposes a method for calculating the simulation adjustment amount of ballastless track based on polynomial fitting iteration, and adopts the method of fitting iteration to automatically calculate the simulation adjustment amount of the reference rail. Curve function and calculate the smoothness and approximation of the simulated curve; then calculate the relationship between the order of the fitted simulated curve function and its smoothness and approximation, so as to finally determine the order of the simulated curve function. The required track simulation adjustment is the distance from the offset at a certain mileage of the track to the obtained simulation curve.
(1)利用多项式拟合理论求得模拟曲线函数(1) Using polynomial fitting theory to obtain the simulation curve function
假定给定数据点(xi,yi)(i=0,1,...,m),φ为所有次数不超过n(n<m)的多项式构成的函数类,现求一n次函数使得Assume given data points ( xi , y i ) (i=0,1,...,m), φ is a function class composed of all polynomials whose degree does not exceed n (n<m), now find an n degree function make
当拟合函数为多项式时,称为多项式拟合,满足式(1)的Pn(x)称为最小二乘拟合多项式。特别地,当n=1时,称为线性拟合或直线拟合。When the fitting function is polynomial, it is called polynomial fitting, and P n (x) satisfying formula (1) is called least squares fitting polynomial. In particular, when n=1, it is called linear fitting or straight line fitting.
显然δ为a0,a1,...,an的多元函数,由多元函数求极值的必要条件得:Apparently, δ is a multivariate function of a 0 , a 1 ,..., a n , from the necessary conditions for calculating the extremum of the multivariate function:
即:which is:
式(3)是关于a0,a1,...,an的线性方程组,用矩阵的形式表示为:Equation (3) is a system of linear equations about a 0 , a 1 ,...,a n , expressed in matrix form as:
式(4)是一个对称正定矩阵,故存在唯一解。因此,可对各个检测点的偏移量进行n阶次的多项式拟合,拟合出模拟曲线函数。Formula (4) is a symmetric positive definite matrix, so there is a unique solution. Therefore, an n-order polynomial fitting can be performed on the offset of each detection point to fit an analog curve function.
(2)模拟曲线的平顺性(2) Smoothness of the simulation curve
对不同阶数的模拟曲线求一阶导数和二阶导数,根据曲率半径公式Calculate the first and second derivatives of simulated curves of different orders, according to the formula of radius of curvature
其中:y'为模拟曲线函数的一阶导数;y”为模拟曲线函数的二阶导数;Among them: y' is the first derivative of the simulated curve function; y" is the second derivative of the simulated curve function;
曲率半径越大,说明弯曲度越高,即曲线的平顺度越高。以此来分析不同阶数的模拟曲线函数的平顺度。The larger the radius of curvature, the higher the curvature, that is, the higher the smoothness of the curve. This is used to analyze the smoothness of the simulated curve functions of different orders.
(3)模拟曲线的逼近度(3) Approximation of the simulation curve
模拟曲线不但要逼近实际轨道线型,而且要尽可能的平顺。衡量一条曲线逼近原始离散点的程度用式(5)表示:The simulated curve should not only approach the actual track shape, but also be as smooth as possible. The degree to which a curve approaches the original discrete point is expressed by formula (5):
式中,δ为模拟曲线的逼近度;P(xi)为模拟曲线函数值;yi为调整前轨道的横向、纵向偏移量。In the formula, δ is the approximation degree of the simulation curve; P( xi ) is the function value of the simulation curve; y i is the horizontal and vertical offset of the track before adjustment.
将无砟轨道的横、纵向偏移量以及模拟曲线函数值带入式(5)和式(6),分析不同阶数的模拟曲线函数与轨道平顺性与逼近度的关系,最终确定模拟曲线函数的阶数。轨道模拟调整量是该处的偏移量到模拟曲线的距离,其大小必须是0.5mm或者1mm的整数倍。Bring the horizontal and vertical offsets of the ballastless track and the simulated curve function values into formulas (5) and (6), analyze the relationship between the simulated curve functions of different orders and the smoothness and approximation of the track, and finally determine the simulated curve The order of the function. The track simulation adjustment amount is the distance from the offset here to the simulation curve, and its size must be an integer multiple of 0.5mm or 1mm.
有益效果:Beneficial effect:
本发明可以利用多项式拟合迭代的方式自动计算平面基准轨和高程基准轨的模拟调整量,获取了一套高质量的调轨方案,以恢复高速铁路无砟轨道的平顺性,保证列车安全运行。该方法整体优化了轨道模拟调整量计算方法,且节省了大量的人力物力,提高了精调效率,适合高速铁路无砟轨道的精调与日常维护。The present invention can automatically calculate the simulated adjustment amount of the plane reference rail and the elevation reference rail by means of polynomial fitting iteration, obtain a set of high-quality rail adjustment schemes, restore the smoothness of the ballastless track of the high-speed railway, and ensure the safe operation of the train . This method optimizes the calculation method of track simulation adjustment as a whole, saves a lot of manpower and material resources, improves the fine adjustment efficiency, and is suitable for fine adjustment and daily maintenance of high-speed railway ballastless track.
附图说明Description of drawings
图1为计算平面基准轨模拟调整量的操作流程;Fig. 1 is the operation process of calculating the simulated adjustment amount of the plane reference rail;
图2为拟合出模拟曲线的相关流程。Fig. 2 is the relevant process of fitting out the simulation curve.
具体实施方式detailed description
为了使本发明的目的、技术方案以及优点更加清楚明白,以下结合附图及实施例对本发明进行进一步的详细说明。应当理解,此处所描述的具体实施例仅仅用于解释本发明,并不限定本发明。此外,本例只说明计算平面基准轨模拟调整量的相关流程,高程基准轨的模拟调整量的计算原理类似,此处不再赘述。In order to make the purpose, technical solution and advantages of the present invention more clear, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention. In addition, this example only illustrates the related process of calculating the simulated adjustment amount of the plane reference rail. The calculation principle of the simulated adjustment amount of the elevation reference rail is similar, and will not be repeated here.
附图1为本发明计算平面基准轨模拟调整量的操作流程,步骤如下:Accompanying drawing 1 is the operation process of the present invention's calculation plane reference rail simulation adjustment amount, and the steps are as follows:
步骤1:读入轨道的实测坐标与设计坐标;Step 1: read in the measured coordinates and design coordinates of the track;
步骤2:计算出各检测点处的轨道横向偏移量;Step 2: Calculate the track lateral offset at each detection point;
步骤3:对轨道横向偏移量进行多项式拟合,拟合出模拟曲线函数;Step 3: Carry out polynomial fitting to the lateral offset of the track, and fit the simulation curve function;
步骤4:将检测点的里程带入模拟曲线函数并计算模拟曲线函数值;Step 4: Bring the mileage of the detection point into the simulation curve function and calculate the simulation curve function value;
步骤5:利用模拟曲线函数值和对应的轨道横向偏移量计算模拟调整量,模拟调整量应取0.5mm或1mm的整数倍;Step 5: Use the simulated curve function value and the corresponding track lateral offset to calculate the simulated adjustment amount, and the simulated adjustment amount should be an integer multiple of 0.5mm or 1mm;
步骤6:首先计算轨道横向偏移量与模拟调整量之和,将其作为新的轨道横向偏移量;然后重复步骤2-5,直至模拟调整量为0;将迭代过程中,每一轮步骤5计算得到的将计算出的模拟调整量相加得到该处的平面基准轨模拟调整量。Step 6: First calculate the sum of the track lateral offset and the simulated adjustment, and use it as the new track lateral offset; then repeat steps 2-5 until the simulated adjustment is 0; during the iterative process, each round Add the calculated simulation adjustments calculated in step 5 to obtain the simulation adjustment of the plane reference rail at this place.
本发明利用拟合出的模拟曲线函数进行轨道精调,附图2为拟合出模拟曲线的相关流程,步骤如下:The present invention utilizes the simulated curve function fitted to fine-tune the track. Accompanying drawing 2 is a related process of fitting the simulated curve, and the steps are as follows:
步骤1:对轨道横向偏移量进行不同阶数的多项式拟合,并分析不同阶数的模拟曲线与轨道横向偏移量波形图之间的关系。Step 1: Carry out polynomial fitting of different orders to the track lateral offset, and analyze the relationship between the simulated curves of different orders and the waveform diagram of the track lateral offset.
步骤2:将拟合出的模拟曲线函数值利用公式Step 2: Apply the fitted simulation curve function value to the formula
来评价不同阶数的模拟曲线的平顺度,其中δ表示模拟曲线的逼近度,P(xi)表示模拟曲线函数值,yi表示调整前轨道的横向偏移量。To evaluate the smoothness of the simulation curves of different orders, where δ represents the approximation degree of the simulation curve, P( xi ) represents the function value of the simulation curve, and y i represents the lateral offset of the track before adjustment.
步骤3:分析比较步骤1和步骤2的结果,确定模拟曲线的阶数,从而拟合出模拟曲线函数。Step 3: Analyze and compare the results of Step 1 and Step 2, determine the order of the simulation curve, and then fit the simulation curve function.
本发明方法优化了轨道精调方案,提高了精调效率,适合高速铁路无砟轨道的精调与日常养护。The method of the invention optimizes the fine adjustment scheme of the track, improves the fine adjustment efficiency, and is suitable for the fine adjustment and daily maintenance of the ballastless track of the high-speed railway.
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CN118094733A (en) * | 2024-04-26 | 2024-05-28 | 中国铁路设计集团有限公司 | Calculation method for generating railway track fine adjustment scheme |
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