CN114921598A - A method and system for modeling motion trajectory of blast furnace top charge - Google Patents
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Abstract
Description
技术领域technical field
本发明主要涉及高炉冶炼技术领域,特指一种高炉炉顶炉料运动轨迹建模方法及系统。The invention mainly relates to the technical field of blast furnace smelting, in particular to a method and a system for modeling the motion trajectory of a blast furnace top charge.
背景技术Background technique
高炉炼铁是钢铁生产流程的关键工序,是连续鼓风、分批布料、周期性出铁、伴随着复杂物理化学反应、剧烈的物质与相变转化、高强度能量转移和传递的生产过程。高炉炉顶料面三维形貌是优化调节高炉煤气流分布的最主要依据,也是辅助高炉冶炼专家及时发现异常炉况,适度调节布料制度,避免炉况进一步恶化的重要依据。而高炉炉顶炉料运动轨迹直接决定料面三维形貌,成功预测炉顶炉料三维运动轨迹对促进高炉稳定顺行、提高煤气利用率、保证铁水质量意义重大。由于高炉炉顶密闭、高温高压、高粉尘、弱光等恶劣环境,现有机械探尺、雷达探尺、激光探尺以及工业内窥镜难以在此环境下长期稳定检测料面形状。因此,需要基于炉料的运动机理,分析炉料从下料罐至料面的全流程运动情况,建立炉料运动轨迹三维数学模型,计算炉料在不同高炉布料操作参数下的运动轨迹及落点位置。Blast furnace ironmaking is a key process in the iron and steel production process. It is a production process of continuous blasting, batch distribution, periodic iron tapping, accompanied by complex physical and chemical reactions, violent material and phase transformation, and high-intensity energy transfer and transfer. The three-dimensional shape of the blast furnace top surface is the most important basis for optimizing and adjusting the distribution of blast furnace gas flow, and it is also an important basis for assisting blast furnace smelting experts to detect abnormal furnace conditions in time, adjust the distribution system appropriately, and avoid further deterioration of furnace conditions. The trajectory of the charge on the top of the blast furnace directly determines the three-dimensional shape of the material surface. Successfully predicting the trajectory of the three-dimensional trajectory of the charge on the top of the blast furnace is of great significance to promote the stability of the blast furnace, improve the utilization rate of gas, and ensure the quality of molten iron. Due to the harsh environment of the blast furnace roof, high temperature and high pressure, high dust and weak light, it is difficult for the existing mechanical probes, radar probes, laser probes and industrial endoscopes to detect the shape of the material surface stably for a long time in this environment. Therefore, based on the motion mechanism of the charge, it is necessary to analyze the whole process movement of the charge from the unloading tank to the material surface, establish a three-dimensional mathematical model of the charge movement trajectory, and calculate the charge trajectory and drop point position under different blast furnace distribution operating parameters.
炉料从料仓传送至高炉内部会在高炉炉顶先后经过上料罐、下料罐、中心喉管、旋转溜槽,最后落到料面形成新的料面形状。在串罐式无钟高炉炉顶,炉料从上料罐至下料罐的运动过程几乎对炉料布料操作没有影响。因此,炉料在高炉炉顶的运动轨迹模型可以分为五个部分。首先是离开下料罐末端的节流阀排料模型;然后是在中心喉管的自由下落运动模型;接着是与溜槽碰撞模型;紧接着是旋转溜槽上的三维螺旋运动模型;最后是炉喉空区的斜抛运动模型。目前关于炉料运动轨迹模型较多,但均只将炉料视为质点进行受力分析,所获取的炉料运动轨迹为质点的运动轨迹,无法表征炉料离开溜槽时的位置分布和速度分布情况。因此,本发明提出了一种高炉炉顶炉料运动轨迹建模方法,实现高炉炉顶炉料运动轨迹精准计算,对高炉精准布料操作具有重要意义。The charge transferred from the silo to the inside of the blast furnace will pass through the charging tank, the discharging tank, the central throat, and the rotating chute successively on the top of the blast furnace, and finally fall to the material surface to form a new material surface shape. On the top of the tandem-type bellless blast furnace, the movement of the charge from the charging tank to the unloading tank has almost no influence on the operation of the charging material distribution. Therefore, the trajectory model of the charge on the top of the blast furnace can be divided into five parts. First is the throttle discharge model leaving the end of the discharge tank; then the free-fall motion model at the central throat; then the collision model with the chute; then the 3D helical motion model on the rotating chute; A model of the oblique throw motion in the empty area. At present, there are many models about the movement trajectory of the charge, but they only take the charge as a particle for force analysis, and the obtained charge trajectory is the movement trajectory of the particle, which cannot characterize the position and velocity distribution of the charge when it leaves the chute. Therefore, the present invention proposes a method for modeling the motion trajectory of the blast furnace top charge, which realizes the accurate calculation of the motion trajectory of the blast furnace top charge, and is of great significance to the precise distribution operation of the blast furnace.
公开号为CN 103131809 A的专利公开了一种高炉无料钟多环布料数学模型,该发明综合考虑了料线位置、炉料在溜槽上运动距离随溜槽倾斜角度变化而变化等因素影响,并定量分析炉料在炉内的初始分布,提出了炉料通过中心喉管与溜槽碰撞速度模型、炉料离开溜槽运动速度模型、炉料在炉喉空区中运动受力模型等,实现无钟高炉多环布料。The patent with publication number CN 103131809 A discloses a multi-ring distribution mathematical model of blast furnace without material bell. The invention comprehensively considers the influence of factors such as the position of the material line, the movement distance of the charge on the chute and the change of the inclination angle of the chute. The initial distribution of the charge in the furnace is analyzed, and the collision velocity model of the charge passing through the central throat and the chute, the velocity model of the charge moving out of the chute, and the force model of the charge moving in the furnace throat cavity are proposed to realize the multi-ring distribution of the bellless blast furnace.
但该发明将料流视为质点进行建模,所获取的料流运动轨迹为单点的运动轨迹,难以得到整个料流在溜槽末端的位置和速度分布情况;同时炉料在料面的落点也为单点,难以得到炉料在料面的分布情况。However, in this invention, the material flow is modeled as a mass point, and the obtained material flow trajectory is a single-point motion trajectory, so it is difficult to obtain the position and velocity distribution of the entire material flow at the end of the chute; It is also a single point, and it is difficult to obtain the distribution of the charge on the material surface.
公开号为CN112176136B的专利公开了一种高炉U型溜槽上炉料运动轨迹建模方法及系统,该发明主要是针对U型溜槽上炉料运动轨迹的建模方法,建立了静坐标系和动坐标系,在U型溜槽内分析炉料的受力情况,并根据牛顿第二定律获取炉料相对U型旋转溜槽的运动轨迹数学模型。在设定好颗粒在U型溜槽上的初始运动状态后,能够获取炉料在U型溜槽上的运动轨迹。The patent with publication number CN112176136B discloses a method and system for modeling the motion trajectory of the charge on the U-shaped chute of a blast furnace. The invention is mainly aimed at the modeling method of the motion trajectory of the charge on the U-shaped chute, and establishes a static coordinate system and a dynamic coordinate system. , analyze the force of the charge in the U-shaped chute, and obtain the mathematical model of the movement trajectory of the charge relative to the U-shaped rotary chute according to Newton's second law. After the initial motion state of the particles on the U-shaped chute is set, the motion trajectory of the charge on the U-shaped chute can be obtained.
但是该发明中炉料颗粒在溜槽内的初始运动状态为人为设定,没有考虑炉料在节流阀处初始位置对炉料运动轨迹的影响,难以实现高炉炉顶炉料运动轨迹的计算。However, in this invention, the initial movement state of the charge particles in the chute is artificially set, and the influence of the initial position of the charge at the throttle valve on the charge movement trajectory is not considered, making it difficult to calculate the blast furnace top charge movement trajectory.
发明内容SUMMARY OF THE INVENTION
本发明提供的高炉炉顶炉料运动轨迹建模方法及系统,解决了现有高炉炉顶炉料运动轨迹计算精度低的技术问题。The method and system for modeling the motion trajectory of the blast furnace top charge provided by the invention solve the technical problem of low calculation accuracy of the existing blast furnace top charge motion trajectory.
为解决上述技术问题,本发明提出的高炉炉顶炉料运动轨迹建模方法包括:In order to solve the above-mentioned technical problems, the method for modeling the motion trajectory of the blast furnace top charge proposed by the present invention includes:
建立相对高炉静止的静坐标系和与溜槽一同旋转的动坐标系;Establish a static coordinate system that is stationary relative to the blast furnace and a dynamic coordinate system that rotates with the chute;
根据炉料在下料罐处的排出方式,建立炉料节流阀排出数学模型;According to the discharge mode of the charge at the unloading tank, a mathematical model of the discharge of the charge throttle valve is established;
建立炉料在中心喉管的自由下落数学模型,自由下落数学模型用于获取炉料与溜槽碰撞前时刻在静坐标系中的速度和位置;The free-fall mathematical model of the charge in the central throat is established, and the free-fall mathematical model is used to obtain the velocity and position in the static coordinate system at the moment before the charge and the chute collide;
根据炉料与溜槽碰撞的碰撞恢复系数,建立炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型,碰撞恢复系数包括法向恢复系数和径向恢复系数;According to the collision recovery coefficient of the collision between the charge and the chute, a mathematical model of the initial movement of the charge on the chute after the collision between the charge and the chute is established. The collision recovery coefficient includes the normal recovery coefficient and the radial recovery coefficient;
根据炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型,建立炉料在溜槽内的溜槽运动数学模型;According to the mathematical model of the initial movement of the charge on the chute after the collision between the charge and the chute, the mathematical model of the chute movement of the charge in the chute is established;
根据溜槽运动数学模型,获取单颗粒炉料从节流阀至溜槽末端的炉料运动轨迹数学模型,进而获得整个高炉炉顶炉料的运动轨迹数学模型。According to the mathematical model of the chute movement, the mathematical model of the movement trajectory of the single particle charge from the throttle valve to the end of the chute is obtained, and then the mathematical model of the movement trajectory of the entire blast furnace top charge is obtained.
进一步地,建立相对高炉静止的静坐标系和与溜槽一同旋转的动坐标系包括:Further, establishing a static coordinate system that is stationary relative to the blast furnace and a moving coordinate system that rotates with the chute includes:
根据右手定则建立相对高炉静止的静坐标系,其中静坐标系的原点为溜槽与中心喉管的两牵连点的水平连接线与高炉对称轴之间的交点;According to the right-hand rule, a static coordinate system that is stationary relative to the blast furnace is established, wherein the origin of the static coordinate system is the intersection between the horizontal connection line of the two implicated points of the chute and the central throat and the symmetry axis of the blast furnace;
根据右手定则,将静坐标系依次绕静坐标系中的两个坐标轴旋转获得与溜槽一同旋转的动坐标系;According to the right-hand rule, rotate the static coordinate system around the two coordinate axes in the static coordinate system in turn to obtain the moving coordinate system that rotates with the chute;
求解静坐标系与动坐标系之间的坐标变换矩阵。Solve the coordinate transformation matrix between the static coordinate system and the moving coordinate system.
进一步地,建立炉料在中心喉管的自由下落数学模型包括:Further, the establishment of the free-fall mathematical model of the charge in the central throat includes:
根据炉料节流阀排出数学模型,获取炉料离开节流阀时在静坐标系中的坐标;Obtain the coordinates in the static coordinate system when the charge leaves the throttle valve according to the mathematical model of the discharge of the charge throttle valve;
根据炉料离开节流阀时在静坐标系中的坐标,建立炉料在中心喉管的自由下落数学模型,且炉料在中心喉管的自由下落数学模型的具体计算公式为:According to the coordinates in the static coordinate system when the charge leaves the throttle valve, the mathematical model of the free fall of the charge in the central throat is established, and the specific calculation formula of the mathematical model of the free fall of the charge in the central throat is:
其中,r1和v1分别为炉料与溜槽碰撞前时刻在静坐标系中的速度和位置,x0、y0、ha分别为炉料离开节流阀时在静坐标系中的X轴、Y轴和Z轴的坐标,hw为中心喉管末端至炉料与溜槽碰点之间的距离,v0为炉料离开节流阀时的Z轴速度,g为重力加速度,e为溜槽倾动距,β0和γ0分别为炉料与溜槽碰撞时,溜槽相对初始位置的水平旋转角度和倾斜角度,θ0为炉料与溜槽对称轴之间的夹角,且R为溜槽半径。Among them, r 1 and v 1 are the velocity and position in the static coordinate system at the moment before the charge and the chute collide, respectively, x 0 , y 0 , and ha are the X-axis, y 0 , and ha respectively in the static coordinate system when the charge leaves the throttle valve. The coordinates of the Y-axis and Z-axis, hw is the distance from the end of the central throat to the contact point between the charge and the chute, v 0 is the Z-axis velocity when the charge leaves the throttle valve, g is the acceleration of gravity, and e is the tilting distance of the chute , β 0 and γ 0 are the horizontal rotation angle and inclination angle of the chute relative to the initial position when the charge collides with the chute, θ 0 is the included angle between the charge and the axis of symmetry of the chute, and R is the radius of the chute.
进一步地,根据炉料与溜槽碰撞的碰撞恢复系数,建立炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型包括:Further, according to the collision recovery coefficient of the collision between the charge and the chute, the initial movement mathematical model of the charge on the chute after the collision between the charge and the chute is established, including:
将炉料与溜槽碰撞前时刻在静坐标系中的速度和位置变换为动坐标系中的运动速度和运动位置;Transform the speed and position in the static coordinate system before the collision between the charge and the chute into the moving speed and moving position in the moving coordinate system;
根据炉料与溜槽碰撞前时刻在动坐标系中的运动位置,获得溜槽上碰撞点的法相向量;Obtain the normal phase vector of the collision point on the chute according to the moving position in the moving coordinate system at the moment before the charge and the chute collide;
根据炉料与溜槽碰撞前时刻在动坐标系中的运动速度,获得炉料与溜槽碰撞前的入射速度;According to the moving speed in the moving coordinate system before the collision between the charge and the chute, obtain the incident velocity before the charge and the chute collide;
计算溜槽上碰撞点的法相向量和炉料与溜槽碰撞前的入射速度之间的夹角,获得第一夹角;Calculate the angle between the normal phase vector of the collision point on the chute and the incident velocity before the charge and the chute collide to obtain the first angle;
根据炉料与溜槽碰撞时的碰撞恢复系数以及第一夹角,获得炉料与溜槽碰撞后在溜槽上运动的初始速度常数;According to the collision recovery coefficient and the first angle when the charge collides with the chute, obtain the initial velocity constant of the charge moving on the chute after collision with the chute;
根据炉料与溜槽碰撞后在溜槽上运动的初始速度常数,计算炉料与溜槽碰撞后的出射速度。According to the initial velocity constant of the charge and the chute moving on the chute after the collision, the ejection velocity after the charge and the chute collide is calculated.
进一步地,计算炉料与溜槽碰撞后的出射速度的具体公式为:Further, the specific formula for calculating the ejection velocity after the collision between the charge and the chute is:
其中,v′1为炉料与溜槽碰撞前的入射速度,v′2为炉料与溜槽碰后的出射速度,||·||代表取模长操作,en为炉料与溜槽碰撞时的法向恢复系数,θint为第一夹角,θout为溜槽上碰撞点的法相向量和炉料与溜槽碰撞后的出射速度之间的夹角,且n为溜槽上碰撞点的法相向量。Among them, v′ 1 is the incident velocity before the charge and the chute collide, v′ 2 is the exit velocity after the charge and the chute collide, ||·|| represents the operation of taking the die length, and e n is the normal direction when the charge and the chute collide coefficient of restitution, θ int is the first angle, θ out is the angle between the normal phase vector of the collision point on the chute and the exit velocity after the charge collides with the chute, and n is the normal vector of the collision point on the chute.
进一步地,根据炉料与溜槽碰撞后在溜槽上运动的初始速度常数,计算炉料与溜槽碰撞后的出射速度的计算公式为:Further, according to the initial velocity constant of the charge on the chute after the collision between the charge and the chute, the calculation formula for calculating the ejection velocity after the charge and the chute collide is:
v2′=av1′+bn,v 2 ′=av 1 ′+bn,
其中,v′1为炉料与溜槽碰撞前的入射速度,v′2为炉料与溜槽碰后的出射速度,a和b为炉料与溜槽碰撞后在溜槽上运动的初始速度常数,n为溜槽上碰撞点的法相向量。Among them, v′ 1 is the incident velocity before the charge and the chute collide, v′ 2 is the exit velocity after the charge and the chute collide, a and b are the initial velocity constants of the charge moving on the chute after the collision with the chute, and n is the velocity on the chute The normal vector of the collision point.
进一步地,根据炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型,建立炉料在溜槽内的溜槽运动数学模型包括:Further, according to the mathematical model of the initial movement of the charge on the chute after the collision between the charge and the chute, establishing the mathematical model of the chute movement of the charge in the chute includes:
根据炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型,获得炉料在溜槽上的初始运动位置和初始运动速度;According to the mathematical model of the initial movement of the charge on the chute after the collision between the charge and the chute, the initial movement position and the initial movement speed of the charge on the chute are obtained;
根据炉料在溜槽上的初始运动位置和初始运动速度,基于点的复合运动,分别分析炉料相对溜槽的相对运动和牵连运动,进而分析炉料在高炉内的绝对运动,并根据牛顿第二定律建立炉料在溜槽内的溜槽运动数学模型;According to the initial motion position and initial motion speed of the charge on the chute, based on the compound motion of points, the relative motion and implicated motion of the charge relative to the chute are analyzed respectively, and then the absolute motion of the charge in the blast furnace is analyzed, and the charge is established according to Newton's second law. Mathematical model of the chute movement in the chute;
根据溜槽运动数学模型,获得炉料从节流阀至溜槽末端的运动速度和运动位置。According to the mathematical model of the chute movement, the moving speed and movement position of the charge from the throttle valve to the end of the chute are obtained.
进一步地,根据溜槽运动数学模型,获得炉料从节流阀至溜槽末端的末端运动速度和末端运动位置之后还包括:Further, according to the mathematical model of the chute movement, after obtaining the end movement speed and end movement position of the charge from the throttle valve to the end of the chute, it also includes:
建立炉喉空区运动数学模型,其中炉喉空区运动数学模型的计算公式为:A mathematical model of the motion of the furnace throat empty area is established, and the calculation formula of the mathematical model of the furnace throat empty area motion is:
其中,Sx、Sy和Sz表示炉料在炉喉空区X轴、Y轴和Z轴移动的距离,t是炉料在溜槽末端至料面的运动时间,vcx,vcy,vcz分别表示炉料离开溜槽末端的运动速度;Among them, S x , S y and S z represent the distance that the charge moves in the X-axis, Y-axis and Z-axis of the furnace throat empty area, t is the movement time of the charge from the end of the chute to the material surface, v cx , v cy , v cz Respectively represent the moving speed of the charge leaving the end of the chute;
根据炉喉空区运动数学模型,获得炉料的落点位置,其中炉料的落点位置的计算公式为:According to the mathematical model of the motion of the empty zone of the furnace throat, the position of the falling point of the charge is obtained, and the calculation formula of the position of the falling point of the charge is:
其中,rxc、ryc和rzc分别表示炉料离开溜槽末端的运动位置。Among them, r xc , r yc and r zc respectively represent the moving position of the charge leaving the end of the chute.
本发明提供的高炉炉顶炉料运动轨迹建模系统包括:The blast furnace top charge movement trajectory modeling system provided by the present invention includes:
存储器、处理器以及存储在存储器上并可在处理器上运行的计算机程序,处理器执行计算机程序时实现本发明提供的高炉炉顶炉料运动轨迹建模方法的步骤。A memory, a processor and a computer program stored in the memory and running on the processor, when the processor executes the computer program, implements the steps of the method for modeling the motion trajectory of the blast furnace top charge provided by the present invention.
与现有技术相比,本发明的优点在于:Compared with the prior art, the advantages of the present invention are:
本发明提供的高炉炉顶炉料运动轨迹建模方法及系统,通过建立相对高炉静止的静坐标系和与溜槽一同旋转的动坐标系,根据炉料在下料罐处的排出方式,建立炉料节流阀排出数学模型,建立炉料在中心喉管的自由下落数学模型,根据炉料与溜槽碰撞的碰撞恢复系数,建立炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型,根据炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型,建立炉料在溜槽内的溜槽运动数学模型以及根据溜槽运动数学模型,获取单颗粒炉料从节流阀至溜槽末端的炉料运动轨迹数学模型,进而获得整个高炉炉顶炉料的运动轨迹数学模型,解决了现有高炉炉顶炉料运动轨迹计算精度低的技术问题,通过计算单颗粒炉料的初始运动状态以及旋转溜槽的运动状态,实现不同初始运动状态炉料颗粒在高炉炉顶的运动轨迹计算,从而大大提高了炉料运动轨迹的计算精度,不仅能够实现传统料流运动轨迹模型的功能,同时也能根据不同初始运动状态颗粒的运动轨迹求出整个料流在溜槽末端的位置和速度分布情况,进而求出整个料流在高炉料面的落点位置。The method and system for modeling the motion trajectory of the charge on the top of the blast furnace provided by the present invention are based on the establishment of a static coordinate system relative to the blast furnace and a dynamic coordinate system that rotates with the chute, and a charge throttle valve is established according to the discharge method of the charge at the unloading tank. The mathematical model of discharge is established, and the mathematical model of the free fall of the charge in the central throat is established. The mathematical model of the initial movement on the chute, establish the mathematical model of the chute movement of the charge in the chute, and obtain the mathematical model of the movement trajectory of the single particle charge from the throttle valve to the end of the chute according to the mathematical model of the chute movement, and then obtain the entire blast furnace top charge The mathematical model of the motion trajectory of the present invention solves the technical problem of low calculation accuracy of the motion trajectory of the existing blast furnace top charge. It can not only realize the function of the traditional material flow trajectory model, but also calculate the position of the entire material flow at the end of the chute according to the movement trajectory of the particles in different initial motion states. and velocity distribution, and then find out the drop point position of the entire material flow on the blast furnace charge surface.
具体地,本发明旨在提出一种高炉炉顶炉料运动轨迹建模方法及系统,用于实现炉料在高炉炉顶的运动轨迹的精准计算。炉料在高炉炉顶的运动是以料流形式运动,当前的炉料运动轨迹主要是将炉料视为质点进行受力分析,所获得的炉料运动轨迹只与炉料的初始速度、溜槽倾斜角度、溜槽旋转速度以及炉料与溜槽接触的碰撞恢复系数和模型系数等相关。同时,传统的料流运动轨迹模型认为炉料在溜槽上的初始运动位置仅与溜槽倾动距和溜槽倾斜角度相关、运动速度只沿溜槽纵向。事实上,炉料与溜槽碰撞后在溜槽上的初始运动状态不仅与炉料颗粒离开节流阀时的初始运动状态相关,还与炉料在中心喉管自由下落过程中溜槽的运动状态相关。因此,传统的炉料运动轨迹模型所预测的炉料运动轨迹精度偏低。针对传统炉料运动轨迹模型的不足,本发明提出了一种基于坐标变换的高炉炉顶炉料运动轨迹数学建模方法,该方法建立相对高炉静止的静坐标系以及与溜槽一同旋转的动坐标系,并建立静坐标系与动坐标系之间的变换矩阵,实现炉料在静坐标系和动坐标系之间的位置和速度变换。同时,将炉料运动模型矢量化分析,降低炉料运动过程受力分析复杂程度,提高炉料运动轨迹的计算精度。Specifically, the present invention aims to provide a method and a system for modeling the motion trajectory of the charge on the top of the blast furnace, which are used to accurately calculate the motion trajectory of the charge on the top of the blast furnace. The movement of the charge on the top of the blast furnace is in the form of material flow. The current movement trajectory of the charge is mainly to consider the charge as a mass point for force analysis. The speed and the collision recovery coefficient and model coefficient of the contact between the charge and the chute are related. At the same time, the traditional material flow trajectory model considers that the initial movement position of the charge on the chute is only related to the inclination distance of the chute and the inclination angle of the chute, and the movement speed is only along the longitudinal direction of the chute. In fact, the initial motion state of the charge on the chute after the collision with the chute is not only related to the initial motion state of the charge particles when they leave the throttle valve, but also to the motion state of the chute during the free fall of the charge in the central throat. Therefore, the accuracy of the charge trajectory predicted by the traditional charge trajectory model is low. In view of the deficiencies of the traditional charge trajectory model, the present invention proposes a method for mathematical modeling of the charge trajectory of the blast furnace top based on coordinate transformation. And establish the transformation matrix between the static coordinate system and the moving coordinate system to realize the position and speed transformation of the charge between the static coordinate system and the moving coordinate system. At the same time, the vectorized analysis of the charge motion model reduces the complexity of the force analysis during the charge motion process and improves the calculation accuracy of the charge motion trajectory.
本发明的目的是综合考虑单颗粒炉料的初始运动状态以及旋转溜槽的运动状态,实现不同初始运动状态炉料颗粒在高炉炉顶的运动轨迹计算。该发明能够实现传统料流运动轨迹模型的功能,同时也能根据不同初始运动状态颗粒的运动轨迹求出整个料流在溜槽末端的位置和速度分布情况,进而求出整个料流在高炉料面的落点位置。The purpose of the invention is to comprehensively consider the initial motion state of the single particle charge and the motion state of the rotary chute, so as to realize the calculation of the motion trajectory of the charge particles in different initial motion states on the top of the blast furnace. The invention can realize the function of the traditional material flow trajectory model, and can also obtain the position and velocity distribution of the entire material flow at the end of the chute according to the motion trajectory of the particles in different initial motion states, and then obtain the entire material flow on the blast furnace charge surface. drop location.
本发明提出了一种基于坐标变换的串罐式无钟高炉炉顶炉料运动轨迹建模方法,该发明所建模型包括节流阀排出模型、中心喉管下降模型、炉料与溜槽碰撞模型、旋转溜槽运动模型、炉喉空区斜抛运动模型;该发明建立静坐标系和动坐标系,基于坐标变换矩阵计算炉料在中心喉管下降高度、进而计算炉料与溜槽碰撞后的三维运动速度;该发明考虑了炉料颗粒初始运动状态和溜槽运动状态对炉料运动轨迹的影响,能够计算料流在溜槽末端的位置分布和速度分布情况,满足串罐式无钟高炉布料要求,具有极大的应用价值。The invention proposes a method for modeling the movement trajectory of the top charge of a tandem bellless blast furnace based on coordinate transformation. The chute motion model and the oblique throwing motion model of the furnace throat empty area; the invention establishes a static coordinate system and a dynamic coordinate system, and calculates the descending height of the charge in the central throat based on the coordinate transformation matrix, and then calculates the three-dimensional motion speed after the charge and the chute collide; the The invention takes into account the influence of the initial motion state of the charge particles and the motion state of the chute on the motion trajectory of the charge, and can calculate the position distribution and velocity distribution of the material flow at the end of the chute, which meets the requirements of the batch-type bellless blast furnace for distribution, and has great application value. .
本发明的关键点包括:Key points of the present invention include:
(1)提出了一种基于坐标变换的串罐式无钟高炉炉顶炉料运动轨迹数学建模方法,实现炉料在高炉炉顶的运动轨迹精确计算;(1) A method for mathematical modeling of the movement trajectory of the charge on the top of a tandem bellless blast furnace based on coordinate transformation is proposed to achieve accurate calculation of the movement trajectory of the charge on the top of the blast furnace;
(2)构建了相对高炉静止的静坐标系和相对高炉运动的动坐标系,并基于坐标变换矩阵计算炉料与溜槽碰撞时碰撞点在溜槽内的三维运动位置及速度;(2) The static coordinate system relative to the blast furnace and the dynamic coordinate system relative to the blast furnace movement are constructed, and the three-dimensional movement position and speed of the collision point in the chute when the charge and the chute collide are calculated based on the coordinate transformation matrix;
(3)将炉料运动过程矢量化建模,并基于点的复合运动分析炉料在溜槽内的相对运动、牵连运动和绝对运动之间的关系,降低炉料受力分析复杂程度,提高炉料运动轨迹数学模型精度;(3) The vectorized modeling of the charge movement process, and the analysis of the relationship between the relative motion, implicated motion and absolute motion of the charge in the chute based on point compound motion, reducing the complexity of the load force analysis and improving the math of the charge movement trajectory model accuracy;
(4)实现了不同初始运动状态炉料颗粒在高炉炉顶的炉料运动轨迹计算,该模型能够获得炉料在溜槽末端的位置分布和速度分布情况。(4) The calculation of the trajectory of the charge particles on the top of the blast furnace with different initial motion states is realized, and the model can obtain the position distribution and velocity distribution of the charge at the end of the chute.
附图说明Description of drawings
图1为本发明实施例二的串罐式无钟高炉炉顶示意图;Fig. 1 is a schematic diagram of the top of a bellless blast furnace in a second embodiment of the present invention;
图2为本发明实施例二的静坐标系和动坐标系之间的关系图;Fig. 2 is the relational diagram between the static coordinate system and the dynamic coordinate system of the second embodiment of the present invention;
图3为本发明实施例二的高炉炉顶炉料运动轨迹建模方法流程图;Fig. 3 is the flow chart of the method for modeling the motion trajectory of blast furnace top charge in
图4为本发明实施例二的炉料相对溜槽的位置示意图;4 is a schematic diagram of the position of the charge relative to the chute according to the second embodiment of the present invention;
图5为本发明实施例二的炉料颗粒在溜槽内的O′X′Z′平面的示意图;5 is a schematic diagram of the O'X'Z' plane of the charge particles in the chute according to the second embodiment of the present invention;
图6为本发明实施例二的炉料颗粒在溜槽内的O′Y′Z′平面的示意图;6 is a schematic diagram of the O'Y'Z' plane of the charge particles in the chute according to the second embodiment of the present invention;
图7为本发明实施例三的高炉炉顶炉料运动轨迹建模方法流程图;7 is a flowchart of a method for modeling the motion trajectory of blast furnace top charge in Embodiment 3 of the present invention;
图8为本发明实施例的高炉炉顶炉料运动轨迹建模系统的结构框图。FIG. 8 is a structural block diagram of a system for modeling the motion trajectory of a blast furnace top charge according to an embodiment of the present invention.
附图标记:Reference number:
1、称量料罐;2、节流阀;3、中心喉管;4、旋转溜槽;5、炉喉;6、料面;7、炉料颗粒;8、静坐标系;9、料流;10、存储器;20、处理器。1. Weighing tank; 2. Throttle valve; 3. Central throat; 4. Rotary chute; 5. Furnace throat; 6. Material surface; 7. Charge particles; 8. Static coordinate system; 9. Material flow; 10. Memory; 20. Processor.
具体实施方式Detailed ways
为了便于理解本发明,下文将结合说明书附图和较佳的实施例对本发明作更全面、细致地描述,但本发明的保护范围并不限于以下具体的实施例。In order to facilitate the understanding of the present invention, the present invention will be described more comprehensively and in detail below with reference to the accompanying drawings and preferred embodiments of the specification, but the protection scope of the present invention is not limited to the following specific embodiments.
以下结合附图对本发明的实施例进行详细说明,但是本发明可以由权利要求限定和覆盖的多种不同方式实施。The embodiments of the present invention are described in detail below with reference to the accompanying drawings, but the present invention can be implemented in many different ways as defined and covered by the claims.
实施例一Example 1
本发明实施例一提供的高炉炉顶炉料运动轨迹建模方法,包括:The method for modeling the motion trajectory of a blast furnace top charge provided in
步骤S101,建立相对高炉静止的静坐标系和与溜槽一同旋转的动坐标系;Step S101, establishing a static coordinate system relative to the blast furnace and a dynamic coordinate system rotating with the chute;
步骤S102,根据炉料在下料罐处的排出方式,建立炉料节流阀排出数学模型;Step S102, according to the discharge mode of the charge at the unloading tank, establish a mathematical model for the discharge of the charge throttle valve;
步骤S103,建立炉料在中心喉管的自由下落数学模型,自由下落数学模型用于获取炉料与溜槽碰撞前时刻在静坐标系中的速度和位置;Step S103, establishing a free-fall mathematical model of the charge in the central throat, and the free-fall mathematical model is used to obtain the speed and position in the static coordinate system at the moment before the charge and the chute collide;
步骤S104,根据炉料与溜槽碰撞的碰撞恢复系数,建立炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型;Step S104, according to the collision recovery coefficient of the collision between the charge and the chute, establish a mathematical model of the initial movement of the charge on the chute after the charge and the chute collide;
步骤S105,根据炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型,建立炉料在溜槽内的溜槽运动数学模型;Step S105, according to the initial movement mathematical model of the charge on the chute after the collision between the charge and the chute, establish a mathematical model of the chute movement of the charge in the chute;
步骤S106,根据溜槽运动数学模型,获取单颗粒炉料从节流阀至溜槽末端的炉料运动轨迹数学模型,进而获得整个高炉炉顶炉料的运动轨迹数学模型。Step S106, according to the mathematical model of the chute movement, obtain the mathematical model of the movement trajectory of the single particle charge from the throttle valve to the end of the chute, and then obtain the mathematical model of the movement trajectory of the entire blast furnace top charge.
本发明实施例提供的高炉炉顶炉料运动轨迹建模方法,通过建立相对高炉静止的静坐标系和与溜槽一同旋转的动坐标系,根据炉料在下料罐处的排出方式,建立炉料节流阀排出数学模型,建立炉料在中心喉管的自由下落数学模型,根据炉料与溜槽碰撞的碰撞恢复系数,建立炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型,根据炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型,建立炉料在溜槽内的溜槽运动数学模型以及根据溜槽运动数学模型,获取单颗粒炉料从节流阀至溜槽末端的炉料运动轨迹数学模型,进而获得整个高炉炉顶炉料的运动轨迹数学模型,解决了现有高炉炉顶炉料运动轨迹计算精度低的技术问题,通过计算单颗粒炉料的初始运动状态以及旋转溜槽的运动状态,实现不同初始运动状态炉料颗粒在高炉炉顶的运动轨迹计算,从而大大提高了炉料运动轨迹的计算精度,不仅能够实现传统料流运动轨迹模型的功能,同时也能根据不同初始运动状态颗粒的运动轨迹求出整个料流在溜槽末端的位置和速度分布情况,进而求出整个料流在高炉料面的落点位置。In the method for modeling the motion trajectory of the charge on the top of the blast furnace provided by the embodiment of the present invention, by establishing a static coordinate system relative to the blast furnace and a dynamic coordinate system rotating together with the chute, and according to the discharge mode of the charge at the discharge tank, a charge throttle valve is established. The mathematical model of discharge is established, and the mathematical model of the free fall of the charge in the central throat is established. The mathematical model of the initial movement on the chute, establish the mathematical model of the chute movement of the charge in the chute, and obtain the mathematical model of the movement trajectory of the single particle charge from the throttle valve to the end of the chute according to the mathematical model of the chute movement, and then obtain the entire blast furnace top charge The mathematical model of the motion trajectory of the present invention solves the technical problem of low calculation accuracy of the motion trajectory of the existing blast furnace top charge. It can not only realize the function of the traditional material flow trajectory model, but also calculate the position of the entire material flow at the end of the chute according to the movement trajectory of the particles in different initial motion states. and velocity distribution, and then find out the drop point position of the entire material flow on the blast furnace charge surface.
具体地,炉料在高炉炉顶的运动是以料流形式运动,当前的炉料运动轨迹主要是将炉料视为质点进行受力分析,所获得的炉料运动轨迹只与炉料的初始速度、溜槽倾斜角度、溜槽旋转速度以及炉料与溜槽接触的碰撞恢复系数和模型系数等相关。同时,传统的料流运动轨迹模型认为炉料在溜槽上的初始运动位置仅与溜槽倾动距和溜槽倾斜角度相关、运动速度只沿溜槽纵向。事实上,炉料与溜槽碰撞后在溜槽上的初始运动状态不仅与炉料颗粒离开节流阀时的初始运动状态相关,还与炉料在中心喉管自由下落过程中溜槽的运动状态相关。因此,传统的炉料运动轨迹模型所预测的炉料运动轨迹精度偏低。针对传统炉料运动轨迹模型的不足,本发明实施例提出了一种基于坐标变换的高炉炉顶炉料运动轨迹数学建模方法,该方法建立相对高炉静止的静坐标系以及与溜槽一同旋转的动坐标系,并建立静坐标系与动坐标系之间的变换矩阵,实现炉料在静坐标系和动坐标系之间的位置和速度变换。同时,将炉料运动模型矢量化分析,降低炉料运动过程受力分析复杂程度,提高炉料运动轨迹的计算精度。Specifically, the movement of the charge on the top of the blast furnace is in the form of material flow. The current movement trajectory of the charge is mainly to consider the charge as a particle for force analysis, and the obtained movement trajectory of the charge is only related to the initial speed of the charge and the angle of inclination of the chute. , the rotation speed of the chute, and the collision recovery coefficient and model coefficient of the contact between the charge and the chute. At the same time, the traditional material flow trajectory model considers that the initial movement position of the charge on the chute is only related to the inclination distance of the chute and the inclination angle of the chute, and the movement speed is only along the longitudinal direction of the chute. In fact, the initial motion state of the charge on the chute after the collision with the chute is not only related to the initial motion state of the charge particles when they leave the throttle valve, but also to the motion state of the chute during the free fall of the charge in the central throat. Therefore, the accuracy of the charge trajectory predicted by the traditional charge trajectory model is low. In view of the deficiencies of the traditional charging trajectory model, the embodiment of the present invention proposes a method for mathematical modeling of the charging trajectory of the blast furnace top based on coordinate transformation. The method establishes a static coordinate system relative to the blast furnace and a dynamic coordinate rotating together with the chute. system, and establish a transformation matrix between the static coordinate system and the dynamic coordinate system to realize the position and speed transformation of the charge between the static coordinate system and the dynamic coordinate system. At the same time, the vectorized analysis of the charge motion model reduces the complexity of the force analysis during the charge motion process and improves the calculation accuracy of the charge motion trajectory.
实施例二
本发明实施例公开了一种基于坐标变换的串罐式无钟高炉炉顶炉料运动轨迹数学模型,图1是本实施例的串罐式无钟高炉炉顶示意图,包含称量料罐1、节流阀2、中心喉管3、旋转溜槽4、炉喉5、料面6、炉料颗粒7、静坐标系8、料流9。图2是静坐标系和动坐标系关系图。图3是本发明提出的高炉炉顶单颗粒炉料运动轨迹数学模型求解实施步骤,包括如下步骤:The embodiment of the present invention discloses a coordinate transformation-based mathematical model for the movement trajectory of the charge on the top of a tandem-type bellless blast furnace.
(1)根据右手定则建立相对高炉静止的静坐标系OXYZ和与溜槽一同旋转的动坐标系O′X′Y′Z′,并求解静坐标系与动坐标系之间的坐标变换矩阵;(1) According to the right-hand rule, establish a static coordinate system OXYZ relative to the blast furnace and a dynamic coordinate system O'X'Y'Z' that rotates with the chute, and solve the coordinate transformation matrix between the static coordinate system and the dynamic coordinate system;
(2)根据炉料在下料罐处的排出方式建立炉料节流阀排出数学模型;(2) Establish a mathematical model for the discharge of the charge throttle valve according to the discharge mode of the charge at the unloading tank;
(3)根据坐标变换矩阵计算炉料以某一初始运动状态离开节流阀,与溜槽碰撞时炉料在中心喉管的下降总高度,并建立炉料在中心喉管的自由下落数学模型;(3) Calculate the total drop height of the charge in the central throat when the charge leaves the throttle valve in a certain initial motion state according to the coordinate transformation matrix, and establish a mathematical model for the free fall of the charge in the central throat;
(4)将炉料在静坐标系内的运动信息转化到动坐标系中,根据炉料与溜槽碰撞的速度损失系数,建立炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型;(4) Convert the motion information of the charge in the static coordinate system into the moving coordinate system, and establish a mathematical model of the initial movement of the charge on the chute after the collision between the charge and the chute according to the velocity loss coefficient of the collision between the charge and the chute;
(5)在已知炉料在溜槽上的初始运动位置和运动速度的基础上,基于点的复合运动,分别分析炉料相对溜槽的相对运动,溜槽的牵连运动,进而分析炉料在高炉内的绝对运动,并根据牛顿第二定律建立炉料在溜槽内的数学模型;(5) On the basis of the known initial movement position and movement speed of the charge on the chute, based on the compound motion of points, analyze the relative motion of the charge relative to the chute, the implicated movement of the chute, and then analyze the absolute motion of the charge in the blast furnace , and establish the mathematical model of the charge in the chute according to Newton's second law;
(6)根据单颗粒炉料从节流阀至溜槽末端的炉料运动轨迹数学模型,分析不同初始运动位置和运动速度的炉料颗粒离开节流阀时在高炉炉顶的炉料运动轨迹,形成整个炉料的运动轨迹数学模型。(6) According to the mathematical model of the charge movement trajectory of the single particle charge from the throttle valve to the end of the chute, analyze the charge movement trajectory of the charge particles on the top of the blast furnace when the charge particles with different initial movement positions and moving speeds leave the throttle valve, forming the entire charge movement trajectory. Mathematical model of motion trajectory.
(7)以炉料在溜槽末端的运动位置和运动速度为初始条件,分析炉料在高炉炉喉的受力情况,建立炉料在炉喉空区的运动数学模型。(7) Taking the moving position and moving speed of the charge at the end of the chute as the initial conditions, analyze the force of the charge at the throat of the blast furnace, and establish a mathematical model for the movement of the charge in the empty area of the throat.
具体的实现方案如下:The specific implementation scheme is as follows:
(1)建立静坐标系与动静坐标系,以及坐标变换矩阵(1) Establish static coordinate system, dynamic and static coordinate system, and coordinate transformation matrix
为描述炉料在无钟高炉炉顶的运动轨迹,根据右手坐标系定则建立了相对高炉静止的静坐标系OXYZ和相对高炉运动的动坐标系O′X′Y′Z′。In order to describe the moving trajectory of the charge on the top of the bellless blast furnace, a static coordinate system OXYZ relative to the blast furnace and a moving coordinate system O'X'Y'Z' relative to the blast furnace are established according to the right-hand coordinate system rule.
(a)建立静坐标系OXYZ:(a) Establish the static coordinate system OXYZ:
以高炉对称中心线作为静坐标系Z轴,竖直向下方向作为静坐标系的Z轴正方向;U型旋转溜槽与中心喉管的两牵连点的水平连接线与高炉对称轴之间的交点作为静坐标系的原点O;与OZ垂直且相交与O点的水平线为X轴,水平向右方向作为静坐标系的X轴正方向;与OXZ平面垂直,相交与O点的直线为Y轴,垂直纸面向外作为静坐标系Y轴正方向,具体如图1中的坐标系OXYZ所示。Take the symmetrical center line of the blast furnace as the Z-axis of the static coordinate system, and the vertical downward direction as the positive direction of the Z-axis of the static coordinate system; The intersection point is the origin O of the static coordinate system; the horizontal line perpendicular to OZ and intersecting with point O is the X axis, and the horizontal rightward direction is the positive direction of the X axis of the static coordinate system; perpendicular to the OXZ plane, the line intersecting with point O is Y Axis, perpendicular to the paper surface outward as the positive direction of the Y-axis of the static coordinate system, as shown in the coordinate system OXYZ in Figure 1.
(b)建立动坐标系OX′Y′Z′:(b) Establish a moving coordinate system OX′Y′Z′:
根据高炉溜槽的实际操作可知,高炉溜槽在运行过程中的任意位置可经过原静止状态经过两次旋转而到达。根据右手定则,首先以OZ轴正方向为绕轴线旋转的正方向,以OX轴为初始位置,旋转角度β,单位为rad,到达一次旋转坐标系OXrYrZr;然后在第一次旋转的基础上,以OYr轴正方向作为第二次绕轴线旋转的正方向,以OZr轴为第二次旋转初始位置,旋转角度γ,单位为rad,到达动坐标系O′X′Y′Z′,具体坐标变换示意图如图2所示。According to the actual operation of the blast furnace chute, it can be known that any position of the blast furnace chute during operation can be reached through two rotations through the original static state. According to the right-hand rule, first take the positive direction of the OZ axis as the positive direction of rotation around the axis, take the OX axis as the initial position, the rotation angle β, the unit is rad, to reach the one-time rotation coordinate system OX r Y r Z r ; On the basis of the second rotation, take the positive direction of the OY r axis as the positive direction of the second rotation around the axis, take the OZ r axis as the initial position of the second rotation, the rotation angle γ, the unit is rad, and reach the moving coordinate system O'X 'Y'Z', the schematic diagram of the specific coordinate transformation is shown in Figure 2.
(c)计算坐标变换矩阵:(c) Calculate the coordinate transformation matrix:
坐标系变换时,坐标系分别绕某一轴旋转时,实际上只是垂直于该旋转轴的平面作而位于弄得那个。因此,炉料在静坐标系和动坐标中的关系为When the coordinate system is transformed, when the coordinate system is rotated around a certain axis, it is actually only a plane perpendicular to the rotation axis and located there. Therefore, the relationship between the charge in the static coordinate system and the dynamic coordinate is:
其中(x,y,z)是炉料在静坐标系中的运动状态信息,(x′,y′,z′)是炉料在动坐标系中的运动状态信息。分别表示坐标系绕Y轴和Z轴旋转时的坐标变换矩阵。Among them, (x, y, z) is the motion state information of the charge in the static coordinate system, and (x', y', z') is the motion state information of the charge in the dynamic coordinate system. Represents the coordinate transformation matrix when the coordinate system rotates around the Y-axis and Z-axis, respectively.
(2)节流阀排出数学模型(2) Mathematical model of throttle valve discharge
下料罐处炉料的排放方式为“漏斗型”,可用水力学连续性方程计算,其在静坐标系内描述为:The discharge method of the charge at the unloading tank is "funnel type", which can be calculated by the hydraulic continuity equation, which is described in the static coordinate system as:
其中Q为炉料离开节流阀时的质量流量,单位为kg/s,ρ为炉料的堆积密度,S为节流阀的投影面积,Ls为节流阀周边边长,d为炉料直径。炉料在离开节流阀时在静坐标系中的位置表示为:Among them, Q is the mass flow rate of the charge when it leaves the throttle valve, the unit is kg/s, ρ is the bulk density of the charge, S is the projected area of the throttle valve, L s is the length of the periphery of the throttle valve, and d is the diameter of the charge. The position of the charge in the static coordinate system when it leaves the throttle valve is expressed as:
r0=(x0,y0,ha)T (3)r 0 =(x 0 , y 0 ,ha ) T (3)
其中x0、y0、ha分别为在颗粒离开节流阀时在静坐标系中的X轴、Y轴和Z轴的坐标。where x 0 , y 0 , and ha are the coordinates of the X-axis, Y-axis, and Z-axis in the static coordinate system when the particles leave the throttle valve, respectively.
(3)中心喉管自由下落数学模型(3) Mathematical model of free fall of central throat
在节流阀打开口,炉料颗粒会在重力的作用下以v0竖直向下运动,经过中心喉管后落在旋转溜槽上,炉料与溜槽碰撞的位置可表示为At the opening of the throttle valve, the charge particles will move vertically downward at v 0 under the action of gravity, and fall on the rotating chute after passing through the central throat. The position where the charge and the chute collide can be expressed as
r1=(x0,y0,hw)T (4)r 1 =(x 0 , y 0 , h w ) T (4)
其中x0、y0分别为在颗粒离开节流阀时的X轴坐标和Y轴坐标,hw为中心喉管末端至炉料与溜槽碰点之间的距离。如果炉料与溜槽碰撞时,溜槽相对初始位置水平旋转了β0,倾斜了γ0,则hw可以描述为:Where x 0 and y 0 are the X-axis coordinates and Y-axis coordinates respectively when the particles leave the throttle valve, and h w is the distance from the end of the central throat to the point of contact between the charge and the chute. If the charge collides with the chute, the chute rotates β 0 horizontally and tilts γ 0 relative to the initial position, then h w can be described as:
其中e为溜槽倾动距,R为溜槽半径,为炉料颗粒与溜槽对称轴之间的夹角,当θ0在Y′轴负半轴时为正值。炉料在中心喉管运动期间,只受到重力的作用,因此,炉料即将与溜槽碰撞前的运动速度表示为:where e is the tilting distance of the chute, R is the radius of the chute, is the included angle between the charge particles and the axis of symmetry of the chute, and is a positive value when θ 0 is in the negative semi-axis of the Y' axis. During the movement of the central throat, the charge is only affected by gravity. Therefore, the moving speed of the charge before it collides with the chute is expressed as:
其中v0为炉料离开节流阀时的Z轴速度,g为重力加速度。Where v 0 is the Z-axis speed when the charge leaves the throttle valve, and g is the acceleration of gravity.
(4)炉料与溜槽碰撞数学模型;(4) Mathematical model of collision between charge and chute;
炉料与溜槽碰撞时溜槽相对静坐标系绕Z轴旋转了β,绕Y轴旋转了γ。因此,炉料与溜槽碰撞前时刻的速度v1和位置r1在动坐标系内分别表示为:When the charge collides with the chute, the chute rotates β around the Z axis and γ around the Y axis relative to the static coordinate system. Therefore, the velocity v 1 and the position r 1 at the moment before the charge and the chute collide are respectively expressed in the moving coordinate system as:
其中v1′表示炉料与溜槽即将碰撞时在动坐标系中的运动速度,r1′表示炉料与溜槽碰撞点在动坐标系中的位置,即炉料在溜槽上运动的初始位置。由于炉料在中心喉管内运动时水平方向速度忽略不计,因此炉料与溜槽碰撞前的入射速度方向可以用v1′的方向表示。在动坐标系中溜槽曲面可表示为f(x′,y′,z′),则溜槽上碰撞点r1′的法相向量表示为:Among them, v 1 ′ represents the moving speed in the moving coordinate system when the charge and the chute are about to collide, and r 1 ′ represents the position of the collision point between the charge and the chute in the moving coordinate system, that is, the initial position of the charge moving on the chute. Since the horizontal velocity of the charge moving in the central throat is negligible, the direction of the incident velocity before the charge and the chute collide can be represented by the direction of v 1 '. In the moving coordinate system, the surface of the chute can be expressed as f(x', y', z'), then the normal phase vector of the collision point r 1 ' on the chute is expressed as:
炉料与溜槽碰撞前的入射速度与溜槽法向量之间的夹角θint表示为:The angle θ int between the incident velocity before the charge and the chute collide and the normal vector of the chute is expressed as:
设炉料与溜槽碰撞后的出射速度为v2′=(vx,2′,vy,2′,vz,2′),则炉料出射速度的大小表示为Assuming that the ejection velocity after the collision between the charge and the chute is v 2 ′=(v x, 2 ′, v y, 2 ′, v z, 2 ′), the size of the ejection velocity of the charge is expressed as
其中v′2,x、v′2,y和v′2,z分别表示出射速度在X轴、Y轴和Z轴的速度分量大小。炉料与溜槽碰撞后的出射速度与碰撞点的法向量的夹角表示为where v′ 2,x , v′ 2,y and v′ 2,z represent the velocity components of the exit velocity in the X-axis, Y-axis and Z-axis, respectively. The angle between the exit velocity after the charge and the chute collide with the normal vector of the collision point is expressed as
炉料与溜槽碰撞后其法向速度和切向速度均存在损失,碰撞后的速度大小与碰撞恢复系数有关。炉料与溜槽的碰撞恢复系数表示为:After the charge collides with the chute, both the normal and tangential velocities are lost, and the magnitude of the velocities after the collision is related to the collision recovery coefficient. The collision recovery coefficient between the charge and the chute is expressed as:
其中en为炉料与溜槽碰撞时的法向恢复系数,与碰撞体的材质相关,为固定值,et为炉料与溜槽碰撞时的切向恢复系数,与碰撞体的材质以及碰撞角度相关,可以表示为:where e n is the normal restitution coefficient when the charge and the chute collide, which is related to the material of the collision body and is a fixed value, and e t is the tangential restitution coefficient when the charge and the chute collide, which is related to the material of the collision body and the collision angle, It can be expressed as:
et=1-μ(1+en)cotθint (14)e t =1-μ(1 + en )cotθ int (14)
其中μ为炉料与溜槽之间的滑动摩擦系数。根据公式(13)和(14)可以求出出射速度与碰撞点法向量之间的夹角,表示为:where μ is the sliding friction coefficient between the charge and the chute. According to formulas (13) and (14), the angle between the exit velocity and the normal vector of the collision point can be obtained, which is expressed as:
因此,根据公式(12)和(15)即可求出炉料与溜槽碰撞后的出射速度大小表示为:Therefore, according to formulas (12) and (15), the ejection velocity after the collision between the charge and the chute can be calculated as:
同时,炉料与溜槽碰撞后的出射速度与碰撞前的入射速度以及碰撞点的法向量在同一平面内,即满足:At the same time, the exit velocity after the collision between the charge and the chute is in the same plane as the incident velocity before the collision and the normal vector of the collision point, that is, it satisfies:
v2′=av1′+bn (17)v 2 ′=av 1 ′+bn (17)
将公式(17)化为标量表达式为:Converting formula (17) into a scalar expression is:
根据前面的已知参数以及公式(10)、(11)和(18)即可求出炉料与溜槽碰撞后在溜槽上运动的初始速度常数a,b和v2′=(vx,2′,vy,2′,vz,2′)。According to the previous known parameters and formulas (10), (11) and (18), the initial velocity constants a, b and v 2 ′=(v x, 2 ′ can be obtained after the charge collides with the chute moving on the chute , v y, 2 ′, v z, 2 ′).
(5)旋转溜槽运动数学模型(5) Mathematical model of rotary chute movement
溜槽旋转时,炉料在溜槽上受到重力、支持力、摩擦力和科里奥利力等,这些力中除了重力的方向和大小不变外,另外四个力都会随着炉料在溜槽上的运动位置不同而改变。为此,提出基于点的复合运动方法分析炉料在旋转溜槽内的三维运动数学模型。When the chute rotates, the charge on the chute is subjected to gravity, support force, friction force and Coriolis force, etc. Among these forces, except for the direction and magnitude of gravity, the other four forces will follow the movement of the charge on the chute. varies by location. Therefore, a point-based compound motion method is proposed to analyze the three-dimensional motion mathematical model of the charge in the rotary chute.
(a)相对运动:(a) Relative motion:
炉料P相对溜槽的位置如图4所示。炉料P相对溜槽的位置可以用P(x′,θ)表示,其中x′表示炉料P在动坐标系O′X′Y′Z′中O′X′轴的投影,如图5所示,θ为炉料P与溜槽对称轴之间的夹角,如图6所示。则炉料P相对动坐标系O′X′Y′Z′的矢径表示为:The position of the charge P relative to the chute is shown in Figure 4. The position of the charge P relative to the chute can be represented by P(x', θ), where x' represents the projection of the charge P on the O'X' axis in the moving coordinate system O'X'Y'Z', as shown in Figure 5, θ is the angle between the charge P and the axis of symmetry of the chute, as shown in Figure 6. Then the vector radius of the charge P relative to the moving coordinate system O'X'Y'Z' is expressed as:
其中R为溜槽的半径,为炉料在溜槽上的偏析角度,规定θ在Y′轴负方向为正角度偏析,在Y′轴正方向为负角度偏析,e为溜槽的倾动距。在动坐标系O′X′Y′Z′中,炉料P的相对速度表示为:where R is the radius of the chute, For the segregation angle of the charge on the chute, it is specified that θ is a positive angle segregation in the negative direction of the Y' axis, a negative angle segregation in the positive direction of the Y' axis, and e is the tilting distance of the chute. In the moving coordinate system O'X'Y'Z', the relative velocity of the charge P is expressed as:
炉料P的相对加速度表示为:The relative acceleration of charge P is expressed as:
(b)牵连运动:(b) Implicated Movement:
在动坐标系中,与运动点重合的动坐标系删管道点成为牵连点,牵连点相对动坐标系的矢径与炉料P相对动坐标系的矢径相同,均为r′。牵连点相对静坐标的矢径表示为:In the moving coordinate system, the moving coordinate system that coincides with the moving point and the pipeline point become the implicated point, and the vector radius of the implicated point relative to the dynamic coordinate system is the same as that of the charge P relative to the dynamic coordinate system, both of which are r'. The vector radius of the implicated point relative to the static coordinates is expressed as:
re=ro′+r′ (22)r e =r o′ +r′ (22)
其中ro′表示动坐标系原点O′在静坐标系内的位置,这里为零。将公式(22)对时间求导,即可得到动点的牵连速度ve,表示为:Among them, r o' represents the position of the origin O' of the moving coordinate system in the static coordinate system, which is zero here. Taking the time derivative of formula (22), the implicated velocity ve of the moving point can be obtained, which is expressed as:
ve=ω×r′ (23)v e =ω×r′ (23)
其中ω为溜槽旋转角速度。公式(23)对时间求导,即可得到动点的牵连加速度ae,表示为:where ω is the rotational angular velocity of the chute. The time derivative of formula (23) can be obtained to obtain the implicated acceleration a e of the moving point, which is expressed as:
ae=a×r′+ω×ω×r′ (24)a e = a×r′+ω×ω×r′ (24)
其中a为溜槽旋转角加速度。where a is the rotational angular acceleration of the chute.
(c)绝对运动:(c) Absolute motion:
溜槽旋转时,动点的绝对运动等于相对加速度、牵连加速度和科氏加速度的矢量和,表示为:When the chute rotates, the absolute motion of the moving point is equal to the vector sum of relative acceleration, implicated acceleration and Coriolis acceleration, expressed as:
aa=ar+ae+ac (25)a a = a r + a e + a c (25)
其中ac为炉料P的科氏加速度,表示为:where a c is the Coriolis acceleration of the charge P, expressed as:
ac=2ω×vr (26)a c = 2ω×v r (26)
将公式(21)、(24)和(26)带入(25),可获得绝对加速度:Substituting equations (21), (24) and (26) into (25), the absolute acceleration can be obtained:
其中 in
(d)受力分析:(d) Force analysis:
在动坐标系内,炉料受到重力、支持力和摩擦力。炉料受到的重力可表示为:In the moving coordinate system, the charge is subjected to gravity, support force and frictional force. The gravity of the charge can be expressed as:
其中m为炉料P的质量,单位为kg,g为重力加速度,m/s2。炉料受到的支持力表示为:Where m is the mass of the charge P, the unit is kg, and g is the acceleration of gravity, m/s 2 . The support force received by the charge is expressed as:
其中FN为炉料P所受到的支持力大小。炉料受到的滑动摩擦力表示为:Among them, F N is the support force received by the charge P. The sliding friction force on the charge is expressed as:
其中μ为炉料P与U型溜槽之间的动摩擦因素。因此,炉料在动坐标系内受到的合外力FΣ表示为:where μ is the dynamic friction factor between the charge P and the U-shaped chute. Therefore, the resultant external force F Σ that the charge receives in the moving coordinate system is expressed as:
FΣ=G′+FN′+Ff′ (31)F Σ =G′+F N ′+F f ′ (31)
根据牛顿第二定律可求出炉料P绝对加速度与合外力之间的关系,其表示为:According to Newton's second law, the relationship between the absolute acceleration of the charge P and the resultant external force can be obtained, which is expressed as:
FΣ=maa (32)F Σ = ma a (32)
将公式(27)和(31)带入方程(32)并化简得:Substituting equations (27) and (31) into equation (32) and simplifying to:
其中采用四阶Runge-Kutta算法即可求出炉料在溜槽上不同时刻的运动位置、速度和加速度。进一步的,根据公式(19)和(20)即可求出第i时刻炉料在溜槽上的位置ri′和速度vri。再根据公式(7)即可求出炉料在静坐标系中的位置和速度:in The fourth-order Runge-Kutta algorithm can be used to obtain the moving position, velocity and acceleration of the charge on the chute at different times. Further, according to formulas (19) and (20), the position ri ' and velocity v ri of the charge on the chute at the ith moment can be obtained. Then according to formula (7), the position and speed of the charge in the static coordinate system can be obtained:
(6)炉喉空区的运动数学模型。(6) Mathematical model of motion of furnace throat empty area.
在没有煤气流影响时,炉料在炉喉空区只受到竖直向下的重力作用,因此炉料在X轴和Y轴做匀速运动,在Z轴做匀加速运动,炉料在空区三维运动距离表示为:When there is no influence of gas flow, the charge is only subjected to vertical downward gravity in the empty area of the furnace throat, so the charge moves at a uniform speed in the X and Y axes, and performs uniform acceleration in the Z axis. The three-dimensional movement distance of the charge in the empty area Expressed as:
其中t是炉料在溜槽末端至料面的运动时间,vcx,vcy,vcz分别表示炉料离开溜槽末端的运动速度。炉料的落点位置可表示为:where t is the movement time of the charge from the end of the chute to the material surface, and v cx , v cy , and v cz represent the moving speed of the charge leaving the end of the chute, respectively. The drop position of the charge can be expressed as:
其中rxc,ryc,rzc分别表示炉料在离开溜槽末端的运动位置。Among them, r xc , r yc , and r zc respectively represent the moving position of the charge leaving the end of the chute.
(7)炉料运动轨迹数学模型(7) Mathematical model of charge movement trajectory
节流阀处不同位置处的炉料在高炉炉顶形成不同的炉料运动轨迹,所有颗粒所形成的料流在高炉炉顶的运动轨迹的集合称为料流运动轨迹数学模型。The charge at different positions of the throttle valve forms different charge motion trajectories on the top of the blast furnace, and the collection of the motion trajectories of the material flow formed by all particles on the top of the blast furnace is called the mathematical model of the material flow trajectory.
本发明实施例提供的高炉炉顶炉料运动轨迹建模方法,通过建立相对高炉静止的静坐标系和与溜槽一同旋转的动坐标系,根据炉料在下料罐处的排出方式,建立炉料节流阀排出数学模型,建立炉料在中心喉管的自由下落数学模型,根据炉料与溜槽碰撞的碰撞恢复系数,建立炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型,根据炉料与溜槽碰撞后炉料在溜槽上的初始运动数学模型,建立炉料在溜槽内的溜槽运动数学模型以及根据溜槽运动数学模型,获取单颗粒炉料从节流阀至溜槽末端的炉料运动轨迹数学模型,进而获得整个高炉炉顶炉料的运动轨迹数学模型,解决了现有高炉炉顶炉料运动轨迹计算精度低的技术问题,通过计算单颗粒炉料的初始运动状态以及旋转溜槽的运动状态,实现不同初始运动状态炉料颗粒在高炉炉顶的运动轨迹计算,从而大大提高了炉料运动轨迹的计算精度,不仅能够实现传统料流运动轨迹模型的功能,同时也能根据不同初始运动状态颗粒的运动轨迹求出整个料流在溜槽末端的位置和速度分布情况,进而求出整个料流在高炉料面的落点位置。In the method for modeling the motion trajectory of the charge on the top of the blast furnace provided by the embodiment of the present invention, by establishing a static coordinate system relative to the blast furnace and a dynamic coordinate system rotating together with the chute, and according to the discharge mode of the charge at the discharge tank, a charge throttle valve is established. The mathematical model of discharge is established, and the mathematical model of the free fall of the charge in the central throat is established. The mathematical model of the initial movement on the chute, establish the mathematical model of the chute movement of the charge in the chute, and obtain the mathematical model of the movement trajectory of the single particle charge from the throttle valve to the end of the chute according to the mathematical model of the chute movement, and then obtain the entire blast furnace top charge The mathematical model of the movement trajectory of the present invention solves the technical problem of low calculation accuracy of the existing blast furnace charge movement trajectory. It can not only realize the function of the traditional material flow trajectory model, but also calculate the position of the entire material flow at the end of the chute according to the movement trajectory of the particles in different initial motion states. and velocity distribution, and then find out the drop point position of the entire material flow on the blast furnace charge surface.
进一步地,本发明实施例提出的基于坐标变换的串罐式无钟高炉炉顶炉料运动轨迹建模方法,包括节流阀排出模型、中心喉管下降模型、炉料与溜槽碰撞模型、旋转溜槽运动模型、炉喉空区斜抛运动模型,通过建立静坐标系和动坐标系,基于坐标变换矩阵计算炉料在中心喉管下降高度、进而计算炉料与溜槽碰撞后的三维运动速度,考虑了炉料颗粒初始运动状态和溜槽运动状态对炉料运动轨迹的影响,能够计算料流在溜槽末端的位置分布和速度分布情况,满足串罐式无钟高炉布料要求,具有极大的应用价值。Further, the method for modeling the motion trajectory of the top charge of a tandem-type bellless blast furnace based on coordinate transformation proposed in the embodiment of the present invention includes a throttle valve discharge model, a central throat descending model, a charge and chute collision model, and a rotating chute movement. Model, the oblique throwing motion model of the furnace throat empty area, by establishing a static coordinate system and a dynamic coordinate system, based on the coordinate transformation matrix to calculate the falling height of the charge in the central throat, and then calculate the three-dimensional movement speed of the charge and the chute after collision, considering the charge particles The influence of the initial motion state and the chute motion state on the charging trajectory can be calculated, and the position distribution and velocity distribution of the material flow at the end of the chute can be calculated to meet the distribution requirements of the tandem bellless blast furnace, which has great application value.
实施例三Embodiment 3
本发明实施例三以国内某2650m3大型无钟高炉为实验平台,将炉料运动轨迹数学模型应用到串罐式无钟高炉炉顶进行炉料运动估计计算,构建如图3所示的炉料运动轨迹计算模型。具体完成串罐式无钟高炉炉顶炉料运动轨迹模型计算的实施方案步骤可参考图7,具体如下:The third embodiment of the present invention takes a domestic 2650m3 large-scale bellless blast furnace as the experimental platform, applies the mathematical model of the charge movement trajectory to the top of the tandem-type bellless blast furnace to estimate the charge movement, and constructs the charge movement trajectory as shown in Figure 3 Computational model. The specific implementation steps for completing the calculation of the trajectory model of the top charge of the bellless blast furnace of the tandem can refer to Fig. 7, and the details are as follows:
Step1:根据国内某2650m3大型无钟高炉的具体物理参数,初始化计算模型,包括几何体固定物理参数:中心喉管直径D、中心喉管高度H、溜槽倾动距e、溜槽半径R、溜槽长度L、炉料与溜槽碰撞时的法向恢复系数en和切向恢复系数et、炉料与溜槽之间的滑动摩擦系数μ等;炉料颗粒的初始运动状态:初始运动位置和速度;溜槽的初始位置:动坐标系和静坐标系下的炉料的初始位置;溜槽的初始运动状态:动坐标系和静坐标系下的初始运动速度;炉料的初始位置:动坐标系和静坐标系下的初始位置;炉料的初始运动状态:动坐标系和静坐标系下的初始速度;炉料单步运行时间h,并设定此刻炉料的运行时刻为0;Step1: According to the specific physical parameters of a 2650m3 large-scale bellless blast furnace in China, initialize the calculation model, including the fixed physical parameters of the geometry: the diameter of the central throat D, the height of the central throat H, the tilting distance e of the chute, the radius of the chute R, the length of the chute L , the normal recovery coefficient en and tangential recovery coefficient e t when the charge and the chute collide, the sliding friction coefficient μ between the charge and the chute, etc.; the initial motion state of the charge particles: initial motion position and speed; : the initial position of the charge in the dynamic coordinate system and the static coordinate system; the initial motion state of the chute: the initial motion speed in the dynamic coordinate system and the static coordinate system; the initial position of the charge: the initial position in the dynamic coordinate system and the static coordinate system ;The initial motion state of the charge: the initial speed in the moving coordinate system and the static coordinate system; the single-step running time of the charge is h, and the running time of the charge at this moment is set to 0;
Step2:输入颗粒的初始运动状态,即颗粒在节流阀处的初始运动位置r0,输入U型溜槽的运动状态参数,包括颗粒离开节流阀时溜槽的初始运动位置(β0,γ0)、溜槽水平旋转角速度ω1和角加速度α1、溜槽倾斜旋转的角速度ω2和角加速度α2;Step2: Input the initial motion state of the particles, that is, the initial motion position r 0 of the particles at the throttle valve, and input the motion state parameters of the U-shaped chute, including the initial motion position of the chute when the particles leave the throttle valve (β 0 , γ 0 ) ), the horizontal rotation angular velocity ω 1 and the angular acceleration α 1 of the chute, the angular velocity ω 2 and the angular acceleration α 2 of the inclined rotation of the chute;
Step3:根据节流阀开口大小,计算炉料在节流阀处的不同运动位置{r1,r2...rn},其中n表示节流阀处的炉料颗粒数。初始化颗粒离开节流阀时的运动位置ri,令i=1;Step3: According to the opening size of the throttle valve, calculate the different moving positions of the charge at the throttle valve {r 1 , r 2 ... r n }, where n represents the number of charge particles at the throttle valve. Initialize the movement position ri when the particle leaves the throttle valve, let i =1;
Step3:根据料流排出模型计算炉料i离开节流阀时的初始运动速度v0;Step3: Calculate the initial movement speed v 0 of the charge i when it leaves the throttle valve according to the material flow discharge model;
Step4:根据炉料i离开节流阀时的初始运动状态,包括初始位置和初始速度以及溜槽的运动状态,包括初始位置(β0,γ0)及旋转速度(ω1,ω2),计算炉料颗粒离开节流阀至于溜槽碰撞过程所耗时间t0,进而求出颗粒在中心喉管下降总高度ha+hb、颗粒在碰撞点的运动速度v1、碰撞点的位置r1、溜槽的位置(β1,γ1)。Step4: According to the initial motion state of the charge i when it leaves the throttle valve, including the initial position and initial velocity And the motion state of the chute, including the initial position (β 0 , γ 0 ) and the rotational speed (ω 1 , ω 2 ), calculate the time t 0 for the charge particles to leave the throttle valve and collide with the chute, and then find out that the particles are in the center The total descending height of the throat h a +h b , the velocity v 1 of the particle at the collision point, the position r 1 of the collision point, and the position of the chute (β 1 , γ 1 ).
Step5:根据炉料与溜槽碰撞时的位置和速度以及碰撞时溜槽的位置(β1,γ1),计算出炉料在动坐标系内的位置和速度并根据炉料与溜槽的碰撞数学模型,计算出炉料与溜槽碰撞后的位置和速度 Step5: According to the position of the charge when it collides with the chute and speed and the position of the chute at the time of collision (β 1 , γ 1 ), calculate the position of the charge in the moving coordinate system and speed And according to the collision mathematical model between the charge and the chute, the position after the collision between the charge and the chute is calculated. and speed
Step6:以炉料位置和速度为炉料在溜槽上的初始运动状态,根据炉料在溜槽上的运动数学模型,求解炉料离开溜槽时的位置和速度并根据坐标变换矩阵计算炉料离开溜槽时在静坐标系内的位置和速度 Step6: Take charge position and speed is the initial motion state of the charge on the chute, according to the mathematical model of the motion of the charge on the chute, to solve the position of the charge when it leaves the chute and speed And calculate the position in the static coordinate system when the charge leaves the chute according to the coordinate transformation matrix and speed
Step7:以炉料位置和速度为炉料在炉喉空区的初始运动状态,根据炉料在空区的斜抛运动模型求解炉料在料面的落点位置。Step7: According to the charge position and speed It is the initial motion state of the charge in the empty area of the furnace throat, and the position of the drop point of the charge on the material surface is solved according to the oblique throwing motion model of the charge in the empty area.
Step8:判断i是否大于n,若大于,则转到Step9;否则,转到Step3;Step8: Determine whether i is greater than n, if it is greater, go to Step9; otherwise, go to Step3;
Step 9:输出炉料在高炉料面的落点位置,结束。Step 9: Output the drop position of the charge on the blast furnace charge surface, and finish.
参照图8,本发明实施例提出的高炉炉顶炉料运动轨迹建模系统,包括:Referring to FIG. 8 , the blast furnace top charge trajectory modeling system proposed by the embodiment of the present invention includes:
存储器10、处理器20以及存储在存储器10上并可在处理器20上运行的计算机程序,其中,处理器20执行计算机程序时实现本实施例提出的高炉炉顶炉料运动轨迹建模方法的步骤。The
本实施例的高炉炉顶炉料运动轨迹建模系统的具体工作过程和工作原理可参照本实施例中的高炉炉顶炉料运动轨迹建模方法的工作过程和工作原理。The specific working process and working principle of the blast furnace top charge motion trajectory modeling system in this embodiment may refer to the working process and working principle of the blast furnace top charge motion trajectory modeling method in this embodiment.
以上仅为本发明的优选实施例而已,并不用于限制本发明,对于本领域的技术人员来说,本发明可以有各种更改和变化。凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The above are only preferred embodiments of the present invention, and are not intended to limit the present invention. For those skilled in the art, the present invention may have various modifications and changes. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included within the protection scope of the present invention.
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CN105243190A (en) * | 2015-09-14 | 2016-01-13 | 内蒙古科技大学 | Method for modeling material surface output shape in material layout process in blast furnace |
CN106011350A (en) * | 2016-07-05 | 2016-10-12 | 东北大学 | Method and system for estimating charge surface shapes in blast furnace charge distribution process |
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CN112176136A (en) * | 2020-09-24 | 2021-01-05 | 中南大学 | Method and system for modeling movement locus of furnace charge on U-shaped chute of blast furnace |
CN113656966A (en) * | 2021-08-17 | 2021-11-16 | 北京神网创新科技有限公司 | Blast furnace bell-less top on-line material distribution model simulation method |
CN114139438A (en) * | 2021-10-26 | 2022-03-04 | 中冶南方工程技术有限公司 | A method of constructing a blast furnace charge trajectory model |
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