CN104289524B - A kind of complex wave control method being suitable for four roller skin pass mill group - Google Patents
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- 238000000034 method Methods 0.000 title claims abstract description 45
- 238000005452 bending Methods 0.000 claims abstract description 77
- 230000008569 process Effects 0.000 claims abstract description 33
- 238000005096 rolling process Methods 0.000 claims abstract description 29
- 238000013000 roll bending Methods 0.000 claims abstract description 20
- 238000009826 distribution Methods 0.000 claims description 37
- 238000003801 milling Methods 0.000 claims 4
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- 229910000831 Steel Inorganic materials 0.000 description 4
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Abstract
一种适合于四辊平整机组的复杂浪形控制方法,它主要包括以下由计算机执行的步骤:(1)收集设备参数;(2)收集产品的轧制工艺参数;(3)采用非对称手段对复杂浪形进行控制:①给定上下窜辊量过程变量、倾辊量的初始值以及弯辊力优化步长、窜辊量优化步长、倾辊量优化步长;②计算出上下窜辊量、倾辊量的最佳左、右弯辊力,③计算出左右弯辊力、倾辊量的最佳上、下窜辊量,④计算出左右弯辊力、上下窜辊量的最佳倾辊量;⑤输出最佳左弯辊力、右弯辊力、上窜辊量、下窜辊量、倾辊量,对平整机进行复杂浪形控制。本发明能够有效地控制非对称的局部浪形、复合浪等复杂浪形、提高成品板形质量,具有进一步的推广和使用价值。
A complex wave shape control method suitable for a four-roll skin pass unit, which mainly includes the following steps executed by a computer: (1) collecting equipment parameters; (2) collecting product rolling process parameters; (3) using asymmetric means Control the complex wave shape: ① Given the process variable of the up and down roll shifting amount, the initial value of the tilting amount, and the optimal step size of the bending force, the optimal step size of the roll shifting amount, and the optimal step size of the tilting amount; ② Calculate the up and down shifting amount The optimal left and right roll bending forces for the amount of rolls and tilting rolls, ③Calculate the left and right roll bending forces, and the optimal upper and lower roll shifting amounts for the amount of tilting rolls, ④Calculate the left and right bending forces, and the amount of up and down roll shifting Optimum roll tilting amount; ⑤ Output the best left bending roll force, right bending roll force, upper roll shifting amount, lower roll shifting amount, and roll tilting amount to control the complex wave shape of the skin pass mill. The present invention can effectively control complex wave shapes such as asymmetric local wave shapes and compound waves, improve the shape quality of finished products, and has further popularization and use value.
Description
技术领域technical field
本发明属于轧钢技术领域,特别涉及一种带钢板形的控制方法。The invention belongs to the technical field of steel rolling, in particular to a method for controlling the shape of a strip steel plate.
背景技术Background technique
近年来,随着大部分板带用户由低端转向高端,对带钢的板形质量提出了越来越高的要求,平整作为板带生产中最接近成品的一道工序,对提高成品带钢的板形质量起着举足轻重的影响。与冷轧及热轧工序不一样,平整过程压下量很小(一般都在0.5%至2%之间),因此轧制过程中变形热与摩擦热很少,轧辊热凸度几乎可以忽略不计,所以无法采用分段冷却的方法对平整机组板形进行精细控制。目前,对于四辊平整机组而言,其常规的板形控制手段主要包括倾辊、对称弯辊以及对称窜辊等三种,所能控制的板形缺陷主要有单边浪、双边浪以及中浪,而对非对称的局部浪形、复合浪等复杂浪形则无能为力。这样,如何利用平整机组对复杂浪形进行精细控制就成为现场技术攻关的重点。In recent years, as most strip users have shifted from low-end to high-end, higher and higher requirements have been put forward for the quality of strip steel. Flattening, as a process closest to the finished product in strip production, has a great impact on improving the quality of finished strip steel. The quality of the plate shape plays a decisive role. Different from the cold rolling and hot rolling process, the reduction in the smoothing process is very small (generally between 0.5% and 2%), so the deformation heat and friction heat are very little during the rolling process, and the thermal crown of the roll can be almost ignored Therefore, it is impossible to finely control the plate shape of the leveling unit by means of subsection cooling. At present, for the four-roll skin pass unit, its conventional flatness control methods mainly include three types: tilting roll, symmetrical bending roll, and symmetrical roll shifting. The flatness defects that can be controlled mainly include unilateral waves, double-sided waves and middle waves, but it is helpless for complex wave shapes such as asymmetric partial waves and compound waves. In this way, how to use the leveling unit to finely control the complex wave shape has become the focus of on-site technical research.
参考文献:references:
[1]连家创,刘宏民.板厚板形控制[M].兵器工业出版社.1995[1] Lian Jiachuang, Liu Hongmin. Plate Thickness and Shape Control [M]. Ordnance Industry Press. 1995
[2]白振华,韩林芳,李经洲,等.四辊轧机非常态轧制时板形模型的研究.机械工程学报,2012,48[2] Bai Zhenhua, Han Linfang, Li Jingzhou, et al. Research on flatness model of four-high rolling mill during abnormal rolling. Chinese Journal of Mechanical Engineering, 2012, 48
发明内容Contents of the invention
本发明的目的在于提供一种能够控制非对称的局部浪形、复合浪等复杂浪形、提高成品板形质量的适合于四辊平整机组的复杂浪形控制方法。本发明主要是利用轧机的基本数据采集系统与板形机理模型,提出了一套采用非对称式结构来替代对称性结构,将板形控制手段从传统的对称弯辊(对称窜辊)、倾辊等二维增加到左弯辊、右弯辊、上窜辊、下窜辊以及倾辊等五维的板形控制思想,以实际板形与目标板形的差值最小为目标建立了一套适合于四辊平整机组的复杂浪形控制方法,The object of the present invention is to provide a complex wave shape control method suitable for a four-roll skin pass unit that can control complex wave shapes such as asymmetric local wave shapes and compound waves, and improve the quality of the finished plate shape. The present invention mainly uses the basic data acquisition system and the shape mechanism model of the rolling mill to propose a set of asymmetric structure instead of the symmetrical structure, and change the shape control means from the traditional symmetrical bending roll (symmetrical roll shifting), tilting Rolls and other two-dimensional additions to the five-dimensional shape control idea of left bending roll, right bending roll, upper shifting roll, lower shifting roll and tilting roll, etc., aiming at the minimum difference between the actual shape and the target shape. A complex wave shape control method suitable for four-roll skin pass units,
本发明主要包括以下由计算机执行的步骤:The present invention mainly comprises the following steps carried out by the computer:
(a)基本设备参数的收集,主要包括工作辊的辊径Dw、支撑辊的辊径Db、工作辊的辊身长度Lw、支撑辊的辊身长度Lb、工作辊弯辊缸距离lw、支撑辊压下螺丝中心距lb、轧机所允许的最大正弯辊力轧机所允许的最大负弯辊力轧机所允许的最大窜辊量δmax、轧机所允许的最大倾辊量ηmax;(a) Collection of basic equipment parameters, mainly including work roll diameter D w , backup roll diameter D b , work roll body length L w , backup roll body length L b , work roll bending cylinder The distance l w , the distance between the center of the support roll pressing screw l b , and the maximum positive roll bending force allowed by the rolling mill The maximum negative roll bending force allowed by the rolling mill The maximum roll shifting amount δ max allowed by the rolling mill, and the maximum roll tilting amount η max allowed by the rolling mill;
(b)收集典型规格产品的基本轧制工艺参数,主要包括带材厚度H,宽度B,变形抗力k,轧制力P,轧制速度v,延伸率入口平均张力T0,出口平均张力T1,目标板形系数a0、a1、a2、a3、a4;(b) Collect the basic rolling process parameters of typical specifications, mainly including strip thickness H, width B, deformation resistance k, rolling force P, rolling speed v, elongation Average inlet tension T 0 , average outlet tension T 1 , target shape coefficients a 0 , a 1 , a 2 , a 3 , a 4 ;
(c)四辊平整机组采用非对称手段控制复杂浪形的实现,主要包括以下由计算机执行的步骤:(c) The realization of the four-roll skin pass unit using asymmetric means to control the complex wave shape mainly includes the following steps executed by the computer:
c1)给定上窜辊量δs、下窜辊量δx、以及倾辊量η的初始值以及弯辊力优化步长ΔS、窜辊量优化步长Δδ、倾辊量优化步长Δη;c1) Given the initial values of the upper roll shifting amount δ s , the lower roll shifting amount δ x , and the tilting amount η, as well as the optimal step size of the bending force ΔS, the optimal step size of the roll shifting amount Δδ, and the optimal step size of the tilting amount Δη ;
c2)计算出上窜辊量为δs、下窜辊量为δx、倾辊量为η时的最佳的左、右c2) Calculate the best left and right when the upper roll shifting amount is δ s , the lower roll shifting amount is δ x , and the tilting roll amount is η
弯辊力Szbest、Sybest,主要包括以下由计算机执行的步骤:Roll bending force S zbest , S ybest mainly include the following steps executed by computer:
c2-1)定义最佳弯辊计算过程变量iS、jS,目标函数初始值F0;c2-1) Define the optimal roll bending calculation process variables i S , j S , and the initial value of the objective function F 0 ;
c2-2)令iS=0,jS=0,取F0=1010;c2-2) Make i S =0, j S =0, take F 0 =10 10 ;
c2-3)令左弯辊力为 c2-3) Let the left bending roller force be
c2-4)令右弯辊力为 c2-4) Let the right bending roller force be
c2-5)计算出上窜辊量为δs、下窜辊量为δx、倾辊量为η、左弯辊力为Sz、右弯辊力为Sy时带材的前张力分布值σ1i;c2-5) Calculate the front tension distribution of the strip when the upper roll shifting amount is δ s , the lower roll shifting amount is δ x , the tilting roll amount is η, the left bending roll force is S z , and the right bending roll force is S y value σ 1i ;
c2-6)计算出以I-Unit为单位板形分布值式中E为带材的弹性模量、v为泊松比;c2-6) Calculate the shape distribution value with I-Unit as the unit In the formula, E is the elastic modulus of the strip, and v is Poisson's ratio;
c2-7)计算出板形控制过程函数g1(X)、g2(X)的值,其中g2(X)=max(|αi-βi|),αi为目标板形,i为带材在横向的条元号,n为带材在横向总的条元数,xi为带材在横向第i条元的坐标;c2-7) Calculate the value of g 1 (X) and g 2 (X) of the plate shape control process function, where g 2 (X)=max(|α i -β i |), α i is the target plate shape, i is the strip element number of the strip in the transverse direction, n is the total strip element number of the strip in the transverse direction, and x i is the coordinate of the i-th strip element of the strip in the transverse direction;
c2-8)计算出目标函数F(X)=A·g1(X)+(1-A)·g2(X)的值,其中A为加权系数;c2-8) Calculate the value of the objective function F(X)=A·g 1 (X)+(1-A)·g 2 (X), wherein A is a weighting coefficient;
c2-9)判断不等式F(X)<F0是否成立?如果不等式成立则令F0=F(X)、Szbest=Sz、Sybest=Sy,转入步骤c2-10);如果不等式不成立,则直接转入步骤c2-10);c2-9) Determine if the inequality F(X)<F 0 holds true? If the inequality is true, set F 0 =F(X), S zbest =S z , S ybest =S y , and go to step c2-10); if the inequality is not true, go to step c2-10);
c2-10)判断不等式是否成立?如果不等式成立则令js=js+1,转入步骤c2-4);如果不等式不成立则转入步骤c2-11);c2-10) Judging inequality Is it established? If the inequality is established, then set j s =j s +1, and proceed to step c2-4); if the inequality is not established, then proceed to step c2-11);
c2-11)判断不等式是否成立?如果不等式成立则令is=is+1,转入步骤c2-3);如果不等式不成立则转入步骤c2-12);c2-11) Judging inequality Is it established? If the inequality is established, then make i s =i s +1, and turn to step c2-3); if the inequality is not established, then turn to step c2-12);
c2-12)得到最佳的左、右弯辊力Szbest、Sybest;c2-12) Get the best left and right bending forces S zbest , S ybest ;
c3)计算出左弯辊力为Szbest、右弯辊力为Sybest、倾辊量为η时的最佳上、下窜辊量δsbest、δxbest,主要包括以下可由计算机执行的步骤:c3) Calculating the optimal upper and lower shifting amounts δ sbest and δ xbest when the left bending force is S zbest , the right bending force is S ybest , and the tilting amount is η, mainly including the following steps that can be executed by a computer:
c3-1)定义最佳窜辊计算过程变量iδ、jδ,δ′s、δ′x;c3-1) Define the optimal roll shifting calculation process variables i δ , j δ , δ′ s , δ′ x ;
c3-2)令iδ=0,jδ=0;c3-2) let i δ =0, j δ =0;
c3-3)令上窜辊量为δ′s=-δmax+iδΔδ;c3-3) Let the upper roll shifting amount be δ′ s =-δ max +i δ Δδ;
c3-4)令下窜辊量为δ′x=-δmax+jδΔδ;c3-4) Let the amount of roll shifting be δ′ x = -δ max +j δ Δδ;
c3-5)计算出上窜辊量为δ′s、下窜辊量为δ′x、倾辊量为η、左弯辊力为Szbest、右弯辊力为Sybest时带材的前张力分布值σ1i;c3-5) Calculate the front of the strip when the upper shifting amount is δ′ s , the lower shifting amount is δ′ x , the tilting amount is η, the left bending force is S zbest , and the right bending force is S ybest Tension distribution value σ 1i ;
c3-6)计算出以I-Unit为单位板形分布值板形控制过程函数g2(X)=max(|αi-βi|)的值;c3-6) Calculate the shape distribution value with I-Unit as the unit shape control process function g 2 (X) = the value of max(|α i -β i |);
c3-7)计算出目标函数F(X)=A·g1(X)+(1-A)·g2(X)的值;c3-7) Calculate the value of the objective function F(X)=A·g 1 (X)+(1-A)·g 2 (X);
c3-8)判断不等式F(X)<F0是否成立?如果不等式成立则令F0=F(X),δsbest=δ′s,δxbest=δ′x,转入步骤c3-9);如果不等式不成立则直接转入步骤c3-9);c3-8) Determine whether the inequality F(X)<F 0 holds true? If the inequality is true, set F 0 =F(X), δ sbest =δ′ s , δ xbest =δ′ x , and turn to step c3-9); if the inequality is not true, then directly turn to step c3-9);
c3-9)判断不等式是否成立?如果不等式成立则令jδ=jδ+1,转入步骤c3-4);如果不等式不成立则转入步骤c3-10);c3-9) Judging inequality Is it established? If the inequality is established, then let j δ =j δ +1, and proceed to step c3-4); if the inequality is not established, then proceed to step c3-10);
c3-10)判断不等式是否成立?如果不等式成立则令iδ=iδ+1,转入步骤c3-3);如果不等式不成立则转入步骤c3-11);c3-10) Judging inequality Is it established? If the inequality is established, then let i δ =i δ +1, and proceed to step c3-3); if the inequality is not established, then proceed to step c3-11);
c3-11)得到最佳的上、下窜辊量δsbest、δxbest;c3-11) Obtain the best upper and lower roll shifting amounts δ sbest , δ xbest ;
c4)计算出左弯辊力为Szbest、右弯辊力为Sybest、上窜辊量为δsbest、下窜辊量为δxbest时的最佳倾辊量ηbest;c4) Calculating the best tilting amount η best when the left bending force is S zbest , the right bending force is S ybest , the upper shifting amount is δ sbest , and the lower shifting amount is δ xbest ;
c4-1)定义最佳倾辊计算过程变量iη,η';c4-1) define the optimum tilting roll calculation process variable i η , η';
c4-2)令iη=0;c4-2) let i η =0;
c4-3)令倾辊量为η'=-ηmax+iηΔη;c4-3) make the amount of tilting roll be η'=-η max +i η Δη;
c4-4)计算出上窜辊量为δsbest、下窜辊量为δxbest、倾辊量为η'、左弯辊力为Szbest、右弯辊力为Sybest时带材的前张力分布值σ1i;c4-4) Calculate the front tension of the strip when the upper roll shifting amount is δ sbest , the lower roll shifting amount is δ xbest , the tilting roll amount is η', the left bending roll force is S zbest , and the right bending roll force is S ybest Distribution value σ 1i ;
c4-5)计算出以I-Unit为单位板形分布值板形控制过程函数g2(X)=max(|αi-βi|)的值;c4-5) Calculate the shape distribution value with I-Unit as the unit shape control process function g 2 (X) = the value of max(|α i -β i |);
c4-6)计算出目标函数F(X)=A·g1(X)+(1-A)·g2(X)的值;c4-6) Calculate the value of the objective function F(X)=A·g 1 (X)+(1-A)·g 2 (X);
c4-7)判断不等式F(X)<F0是否成立?如果不等式成立则令F0=F(X),ηbest=η',转入步骤c4-8);如果不等式不成立则直接转入步骤c4-8);c4-7) Determine whether the inequality F(X)<F 0 holds true? If the inequality is established, then make F 0 =F(X), η best =η', and proceed to step c4-8); if the inequality is not established, then directly proceed to step c4-8);
c4-8)判断不等式是否成立?如果不等式成立则令iη=iη+1,然后转入步骤c4-3);如果不等式不成立则转入步骤c4-9);c4-8) Judging inequality Is it established? If the inequality is established then make i η =i η +1, then proceed to step c4-3); if the inequality is not established, then proceed to step c4-9);
c4-9)得到最佳的倾辊量ηbest;c4-9) obtain optimum tilting amount η best ;
c5)判断不等式
c6)输出最佳左弯辊力Szbest、右弯辊力Sybest、上窜辊量δsbest、下窜辊量δxbest、倾辊量ηbest,对平整机进行复杂浪形控制。c6) Output the best left bending force S zbest , right bending force Sybest , up shifting δ sbest , down shifting δ xbest , and tilting η best to control the complex wave shape of the skin pass mill.
本发明与现有技术相比具有如下优点和效果:Compared with the prior art, the present invention has the following advantages and effects:
通过左弯辊、右弯辊、上窜辊、下窜辊以及倾辊等板形控制参数的优化设定,能够有效地控制非对称的局部浪形、复合浪等复杂浪形、提高成品板形质量,弥补了平整机组因无法采用精细冷却而带来的板形控制先天性不足问题,具有进一步的推广和使用价值。Through the optimal setting of plate shape control parameters such as left bending roll, right bending roll, upper shifting roll, lower shifting roll, and tilting roll, it can effectively control complex wave shapes such as asymmetrical local waves and compound waves, and improve the quality of finished boards. It makes up for the congenital deficiency of plate shape control caused by the inability to use fine cooling in the skin pass unit, and has further promotion and use value.
附图说明Description of drawings
图1是本发明总计算流程图;Fig. 1 is the total calculation flowchart of the present invention;
图2是本发明非对称手段控制复杂浪形的实现流程图;Fig. 2 is the realization flowchart of asymmetric means control complex wave shape of the present invention;
图3是本发明窜辊力优化计算流程图;Fig. 3 is a flow chart of calculation of roll shifting force optimization in the present invention;
图4是本发明窜辊量优化计算流程图;Fig. 4 is a flow chart of calculation of roll shifting amount optimization in the present invention;
图5是本发明倾辊量优化计算流程图;Fig. 5 is the optimization calculation flow chart of tilting amount of the present invention;
图6是本发明实例1优化过程中的前张应力分布图;Fig. 6 is the pretension stress distribution figure in the optimization process of example 1 of the present invention;
图7是本发明实例1优化过程中的板形值分布图;Fig. 7 is the shape value distribution diagram in the optimization process of Example 1 of the present invention;
图8是本发明实例1优化后的板形值对比图;Fig. 8 is a comparison chart of shape values after optimization of Example 1 of the present invention;
图9是本发明实例2优化过程中的前张应力分布图;Fig. 9 is the pretension stress distribution diagram in the optimization process of Example 2 of the present invention;
图10是本发明实例2优化过程中的板形值分布图;Fig. 10 is the shape value distribution diagram in the optimization process of Example 2 of the present invention;
图11是本发明实例2优化后的板形值对比图。Fig. 11 is a comparison chart of optimized plate shape values in Example 2 of the present invention.
具体实施方式detailed description
实施例1Example 1
一种适合于四辊平整机组的复杂浪形控制方法,如图1所示,首先,在步骤(a)中,收集基本设备参数,主要包括工作辊的辊径Dw=500mm、支撑辊的辊径Db=1100mm、工作辊的辊身长度Lw=1450mm、支撑辊的辊身长度Lb=1450mm、工作辊弯辊缸距离lw=2300mm、支撑辊压下螺丝中心距lb=2300mm、轧机所允许的最大正弯辊力轧机所允许的最大负弯辊力轧机所允许的最大窜辊量δmax=200mm、轧机所允许的最大倾辊量ηmax=150μm。A complex wave shape control method suitable for a four-roll skin pass unit, as shown in Figure 1, first, in step (a), the basic equipment parameters are collected, mainly including the roll diameter D w of the working roll = 500mm, the support roll Roll diameter D b = 1100mm, work roll body length L w = 1450mm, back-up roll body length L b = 1450mm, work roll bending cylinder distance l w = 2300mm, back-up roll screw center distance l b = 2300mm, the maximum positive roll bending force allowed by the rolling mill The maximum negative roll bending force allowed by the rolling mill The maximum roll shifting amount δ max allowed by the rolling mill is 200 mm, and the maximum roll tilting amount η max allowed by the rolling mill is 150 μm.
随后,在步骤(b)中,收集厚度为0.22mm、宽度为1220mm、钢种为SPCC的典型规格产品的基本轧制工艺参数,主要变形抗力k=300MPa,轧制力P=4200KN,轧制速度v=600m/min,延伸率入口平均张力T0=80MPa,出口平均张力T1=120MPa,目标板形系数a0=0、a1=0、a2=0、a3=0、a4=0。Subsequently, in step (b), the collection thickness is 0.22mm, width is 1220mm, the basic rolling process parameter of the typical specification product of SPCC, main deformation resistance k=300MPa, rolling force P=4200KN, rolling Speed v=600m/min, elongation The average inlet tension T 0 =80MPa, the average outlet tension T 1 =120MPa, and the target shape coefficients a 0 =0, a 1 =0, a 2 =0, a 3 =0, a 4 =0.
随后,在步骤(c)中,四辊平整机组采用非对称手段对复杂浪形进行控制,计算过程如图2所示:Subsequently, in step (c), the four-roll skin pass unit uses asymmetric means to control the complex wave shape, and the calculation process is shown in Figure 2:
首先,在步骤(c1)中,给定上窜辊量过程变量δs=0mm、下窜辊量过程变量δx=0mm、以及倾辊量η=0μm做为初始值以及弯辊力优化步长ΔS=1KN、窜辊量优化步长Δδ=5mm、倾辊量优化步长Δη=2μm;Firstly, in step (c1), the upper roll shifting amount process variable δ s =0 mm, the lower roll shifting amount process variable δ x =0 mm, and the roll tilting amount η=0 μm are given as initial values and the roll bending force optimization step Length ΔS=1KN, roll shifting amount optimization step length Δδ=5mm, tilting roll amount optimization step length Δη=2μm;
随后,在步骤(c2)中,计算出上窜辊量为δs=0mm、下窜辊量为δx=0mm、倾辊量为η=0μm时的最佳的左、右弯辊力Szbest、Sybest,主要包括以下可由计算机执行的步骤,如图3所示:Subsequently, in step (c2), the optimum left and right roll bending forces S are calculated when the upper shifting amount is δ s =0 mm, the lower shifting amount is δ x =0 mm, and the tilting amount is η=0 μm zbest and Sybest mainly include the following steps that can be executed by a computer, as shown in Figure 3:
首先,在步骤(c2-1)中,定义最佳弯辊计算过程变量iS、jS,目标函数初始值F0;First, in step (c2-1), define the optimal roll bending calculation process variables i S , j S , and the initial value of the objective function F 0 ;
随后,在步骤(c2-2)中,令iS=0,jS=0,取F0=1010;Subsequently, in step (c2-2), let i S =0, j S =0, take F 0 =10 10 ;
随后,在步骤(c2-3)中,令左弯辊力为 Subsequently, in step (c2-3), let the left bending roller force be
随后,在步骤(c2-4)中,令右弯辊力为 Subsequently, in step (c2-4), let the right bending roller force be
随后,在步骤(c2-5)中,计算出上窜辊量为δs=0mm、下窜辊量为δx=0mm、倾辊量为η=0μm、左弯辊力为Sz=-500KN、右弯辊力为Sy=-500KN时带材的前张力分布值σ1i,其前张力分布值如附图6中曲线a所示;Subsequently, in step (c2-5), the upper roll shifting amount is calculated as δ s =0 mm, the lower roll shifting amount as δ x =0 mm, the tilting roll amount as η=0 μm, and the left bending roll force as S z =- The front tension distribution value σ 1i of the strip when the right bending roller force is S y =-500KN at 500KN, its front tension distribution value is shown in the curve a in Figure 6;
随后,在步骤(c2-6)中,计算出以I-Unit为单位板形分布值式中E=2.1×105MPa为带材的弹性模量、v=0.3为泊松比,其板形值如图7中曲线a所示;Subsequently, in step (c2-6), calculate the shape distribution value with I-Unit as the unit In the formula, E=2.1×10 5 MPa is the elastic modulus of the strip, v=0.3 is Poisson’s ratio, and its shape value is shown in curve a in Figure 7;
随后,在步骤(c2-7)中,计算出板形控制过程函数g1(X)、g2(X)的值,其中
随后,在步骤(c2-8)中,由公式F(X)=A·g1(X)+(1-A)·g2(X)=0.5×5.406+0.5×8.908=7.16I,其中A=0.5为加权系数;Subsequently, in step (c2-8), from the formula F(X)=A·g 1 (X)+(1-A)·g 2 (X)=0.5×5.406+0.5×8.908=7.16I, where A=0.5 is the weighting coefficient;
随后,在步骤(c2-9)中,判断条件F(X)=7.16<F0=1010成立,记录下最佳的目标函数F0=F(X)=7.16I和最佳的左、右弯辊力Szbest=Sz=-500KN,Sybest=Sy=-500KN然后转入步骤(c2-10);Subsequently, in step (c2-9), the judgment condition F(X)=7.16<F 0 =10 10 is established, and the best objective function F 0 =F(X)=7.16I and the best left, Right bending roller force S zbest =S z =-500KN, Sybest =S y =-500KN and then turn to step (c2-10);
随后,在步骤(c2-10)中,判断条件成立,则js=js+1=0+1=1,然后转入步骤(c2-4);Subsequently, in step (c2-10), it is judged that the condition Established, then j s =j s +1=0+1=1, then turn to step (c2-4);
随后,在步骤(c2-11)中,判断条件成立,则is=is+1=0+1=1,然后转入步骤(c2-3);Subsequently, in step (c2-11), it is judged that the condition Established, then i s =i s +1=0+1=1, then turn to step (c2-3);
随后,在步骤(c2-12)中,得到最佳的左、右弯辊力Szbest=-459KN、Sybest=-459KN;Subsequently, in step (c2-12), obtain the best left and right bending forces S zbest =-459KN, S ybest =-459KN;
随后,在步骤(c3)中,计算出左弯辊力为Szbest=-459KN、右弯辊力为Sybest-459KN、倾辊量为η=0μm时的最佳上、下窜辊量δsbest、δxbest,主要包括以下可由计算机执行的步骤,如图4所示;Subsequently, in step (c3), calculate the best upper and lower shifting amount δ when the left bending force is S zbest =-459KN, the right bending force is S ybest -459KN, and the inclination amount is η=0μm sbest and δ xbest mainly include the following steps that can be executed by a computer, as shown in Figure 4;
随后,在步骤(c3-1)中,定义最佳窜辊计算过程变量iδ、jδ,δ′s、δ′x;Subsequently, in step (c3-1), define the optimal roll shifting calculation process variables i δ , j δ , δ′ s , δ′ x ;
随后,在步骤(c3-2)中,令iδ=0,jδ=0;Subsequently, in step (c3-2), let i δ =0, j δ =0;
随后,在步骤(c3-3)中,令上窜辊量为δ′s=-δmax+iδΔδ=-200+0×5=-200mm;Subsequently, in step (c3-3), the amount of upper roll shifting is δ′ s =-δ max +i δ Δδ=-200+0×5=-200mm;
随后,在步骤(c3-4)中,令下窜辊量为δ′x=-δmax+jδΔδ=-200+0×5=-200mm;Subsequently, in step (c3-4), the roll shifting amount is ordered to be δ′ x =-δ max +j δ Δδ=-200+0×5=-200mm;
随后,在步骤(c3-5)中,计算出上窜辊量为δs=-200mm、下窜辊量为δx=-200mm、倾辊量为η=0μm、左弯辊力为Sz=-459KN、右弯辊力为Sy=-459KN时带材的前张力分布值σ1i,其前张力分布值如附图6中曲线b所示;Subsequently, in step (c3-5), the upper roll shifting amount is calculated as δ s = -200mm, the lower roll shifting amount as δ x = -200mm, the tilting roll amount as η = 0μm, and the left bending roll force as S z =-459KN, the front tension distribution value σ 1i of the strip when the right bending roller force is S y =-459KN, and its front tension distribution value is shown in the curve b in the accompanying drawing 6;
随后,在步骤(c3-6)中,计算出以I-Unit为单位板形分布值其板形值如图7中曲线b所示,板形控制过程函数
随后,在步骤(c3-7)中,计算出目标函数F(X)=A·g1(X)+(1-A)·g2(X)的值,F(X)=0.5×16.219+0.5×41.726=28.97I;Subsequently, in step (c3-7), the value of the objective function F(X)=A·g 1 (X)+(1-A)·g 2 (X) is calculated, F(X)=0.5×16.219 +0.5×41.726=28.97I;
随后,在步骤(c3-8)中,判断条件F(X)=28.97<F0=6.28不成立,直接转入步骤(c3-9);Subsequently, in step (c3-8), the judgment condition F(X)=28.97<F 0 =6.28 is not established, and directly proceeds to step (c3-9);
随后,在步骤(c3-9)中,判断条件成立,则jδ=jδ+1=0+1=1,然后转入步骤(c3-4);Subsequently, in step (c3-9), it is judged that the condition Established, then j δ =j δ +1=0+1=1, then turn to step (c3-4);
随后,在步骤(c3-10)中,判断条件成立,则iδ=iδ+1=0+1=1,然后转入步骤(c3-3);Subsequently, in step (c3-10), it is judged that the condition Established, then i δ =i δ +1=0+1=1, then go to step (c3-3);
随后,在步骤(c3-11)中,得到最佳的上、下窜辊量δsbest=90mm、δxbest=-95mm;Subsequently, in step (c3-11), the best upper and lower roll shifting amounts δ sbest =90mm, δ xbest =-95mm are obtained;
随后,在步骤(c4)中,计算出左弯辊力为Szbest=-459KN、右弯辊力为Sybest=-459KN、上窜辊量为δsbest=90mm、下窜辊量为δxbest=-95mm时的最佳倾辊量ηbest,如图5所示;Subsequently, in step (c4), it is calculated that the left bending force is S zbest = -459KN, the right bending force is S ybest = -459KN, the upper roll shifting amount is δ sbest = 90mm, and the lower rolling roll shifting amount is δ xbest The optimal tilting amount η best when =-95mm, as shown in Figure 5;
随后,在步骤(c4-1)中,定义最佳倾辊计算过程变量iη,η'代;Subsequently, in step (c4-1), define the optimal tilting roll calculation process variable i η , η'generation;
随后,在步骤(c4-2)中,令iη=0;Subsequently, in step (c4-2), let i η =0;
随后,在步骤(c4-3)中,令倾辊量为η'=-ηmax+iηΔη=-150+0×2=-150μm;Subsequently, in the step (c4-3), the tilting amount is set to be η'=-η max +i η Δη=-150+0×2=-150 μm;
随后,在步骤(c4-4)中,计算出上窜辊量为δsbest=90mm、下窜辊量为δxbest=-95mm、倾辊量为η'=-150μm、左弯辊力为Szbest=-459KN、右弯辊力为Sybest=-459KN时带材的前张力分布值σ1i,其前张力分布值如图6中曲线c所示;Subsequently, in step (c4-4), it is calculated that the upper roll shifting amount is δ sbest =90mm, the lower roll shifting amount is δ xbest =-95mm, the tilting roll amount is η'=-150μm, and the left bending roll force is S When zbest = -459KN and the right bending roll force is Sybest = -459KN, the front tension distribution value σ 1i of the strip is shown in the curve c in Figure 6;
随后,在步骤(c4-5)中,计算出以I-Unit为单位板形分布值其板形值如图7中曲线c所示,板形控制过程函数
随后,在步骤(c4-6)中,计算出目标函数F(X)=A·g1(X)+(1-A)·g2(X)的值F(X)=0.5×10.887+0.5×24.948=17.92I;Subsequently, in step (c4-6), the value F(X)=0.5×10.887+ of the objective function F(X)=A·g 1 (X)+(1-A)·g 2 (X) is calculated 0.5×24.948=17.92I;
随后,在步骤(c4-7)中,判断条件F(X)=17.92<F0=5.76不成立,直接转入步骤(c4-8);Subsequently, in step (c4-7), the judgment condition F(X)=17.92<F 0 =5.76 is not established, and directly proceeds to step (c4-8);
随后,在步骤(c4-8)中,判断条件成立,则iη=iη+1=0+1=1,然后转入步骤(c4-3);Subsequently, in step (c4-8), it is judged that the condition Set up, then i η =i η +1=0+1=1, then proceed to step (c4-3);
随后,在步骤(c4-9)中,得到当前最佳的倾辊量ηbest=0μm;Subsequently, in step (c4-9), obtain current optimum tilting amount η best =0 μm;
随后,在步骤(c5)中,判断条件(δ′s-δsbest)2+(δ′x-δxbest)+(η'-ηbest)2=(0-90)2+(0-(-95))2+(0-0)2=17125<ε0=0.01不成立则给定δs=δsbest=90mm、δx=δxbest=-95mm、η=ηbest=0μm作为初始值转入步骤(c2)处。Subsequently, in step (c5), the judgment condition (δ′ s −δ sbest ) 2 +(δ′ x −δ xbest )+(η′−η best ) 2 =(0-90) 2 +(0-( -95)) 2 +(0-0) 2 =17125<ε 0 =0.01 is not established, then given δ s =δ sbest =90mm, δ x =δ xbest =-95mm, η=η best =0μm as initial values Enter step (c2).
最后,在步骤(c6)中,输出最佳左弯辊力为Szbest=236KN、最佳右弯辊力为Sybest=-500KN、最佳上窜辊量为δsbest=125mm、最佳下窜辊量为δxbest=-40mm、最佳倾辊量为ηbest=112μm对平整机进行复杂浪形控制,如图8所示,图中曲线c为最佳的板形目标函数值F(X)=3.69I;图中曲线b为常规手段控制的最佳的板形目标函数值F(X)=5.84I,与常规控制手段相比,本实施例的目标函数减小36.8%;图中曲线a为不加控制手段的板形分布,板形最差。Finally, in step (c6), the best left bending force is S zbest =236KN, the best right bending force is S ybest =-500KN, the best upper shifting amount is δ sbest =125mm, the best lower The roll shifting amount is δ xbest = -40mm, and the optimal roll tilting amount is η best = 112μm to control the complex wave shape of the tempering machine, as shown in Figure 8, the curve c in the figure is the best plate shape objective function value F (X)=3.69I; Among the figure, curve b is the best plate shape objective function value F(X)=5.84I controlled by conventional means, compared with conventional control means, the objective function of the present embodiment reduces 36.8%; Curve a in the figure is the shape distribution without control means, and the shape is the worst.
实施例2Example 2
首先,在步骤(a)中收集基本设备参数,主要包括工作辊的辊径Dw=500mm、支撑辊的辊径Db=1100mm、工作辊的辊身长度Lw=1450mm、支撑辊的辊身长度Lb=1450mm、工作辊弯辊缸距离lw=2300mm、支撑辊压下螺丝中心距lb=2300mm、轧机所允许的最大正弯辊力轧机所允许的最大负弯辊力轧机所允许的最大窜辊量δmax=200mm、轧机所允许的最大倾辊量ηmax=150μm。First, collect the basic equipment parameters in step (a), mainly including the roll diameter D w of the work roll = 500mm, the roll diameter D b of the backup roll = 1100mm, the roll body length L w of the work roll = 1450mm, the roll diameter of the backup roll Body length L b = 1450mm, work roll bending cylinder distance l w = 2300mm, back-up roll screw center distance l b = 2300mm, maximum positive roll bending force allowed by the rolling mill The maximum negative roll bending force allowed by the rolling mill The maximum roll shifting amount δ max allowed by the rolling mill is 200 mm, and the maximum roll tilting amount η max allowed by the rolling mill is 150 μm.
随后,在步骤(b)中收集厚度为0.22mm、宽度为1220mm、钢种为SPCD的典型规格产品的基本轧制工艺参数,主要包括带材变形抗力k=300MPa,轧制力P=4200KN,轧制速度v=600m/min,延伸率入口平均张力T0=80MPa,出口平均张力T1=120MPa,目标板形系数a0=0、a1=0、a2=0、a3=0、a4=0。Subsequently, in step (b), collecting thickness is 0.22mm, width is 1220mm, and the basic rolling process parameter of the typical specification product of SPCD mainly comprises strip deformation resistance k=300MPa, rolling force P=4200KN, Rolling speed v=600m/min, elongation The average inlet tension T 0 =80MPa, the average outlet tension T 1 =120MPa, and the target shape coefficients a 0 =0, a 1 =0, a 2 =0, a 3 =0, a 4 =0.
随后,在步骤(c)中,四辊平整机组采用非对称手段对复杂浪形进行控制:Subsequently, in step (c), the four-roll skin pass unit uses asymmetric means to control the complex wave shape:
首先,在步骤(c1)中,给定上窜辊量过程变量δs=0mm、下窜辊量过程变量δx=0mm、以及倾辊量η=0μm做为初始值以及弯辊力优化步长ΔS=1KN、窜辊量优化步长Δδ=5mm、倾辊量优化步长Δη=2μm;Firstly, in step (c1), the upper roll shifting amount process variable δ s =0 mm, the lower roll shifting amount process variable δ x =0 mm, and the roll tilting amount η=0 μm are given as initial values and the roll bending force optimization step Length ΔS=1KN, roll shifting amount optimization step length Δδ=5mm, tilting roll amount optimization step length Δη=2μm;
随后,在步骤(c2)中,计算出上窜辊量为δs=0mm、下窜辊量为δx=0mm、倾辊量为η=0μm时的最佳的左、右弯辊力Szbest、Sybest,主要包括以下可由计算机执行的步骤:Subsequently, in step (c2), the optimum left and right roll bending forces S are calculated when the upper shifting amount is δ s =0 mm, the lower shifting amount is δ x =0 mm, and the tilting amount is η=0 μm zbest and Sybest mainly include the following steps that can be executed by a computer:
首先,在步骤(c2-1)中,定义最佳弯辊计算过程变量iS、jS,目标函数初始值F0;First, in step (c2-1), define the optimal roll bending calculation process variables i S , j S , and the initial value of the objective function F 0 ;
随后,在步骤(c2-2)中,令iS=0,jS=0,取F0=1010;Subsequently, in step (c2-2), let i S =0, j S =0, take F 0 =10 10 ;
随后,在步骤(c2-3)中,令左弯辊力为 Subsequently, in step (c2-3), let the left bending roller force be
随后,在步骤(c2-4)中,令右弯辊力为 Subsequently, in step (c2-4), let the right bending roller force be
随后,在步骤(c2-5)中,计算出上窜辊量为δs=0mm、下窜辊量为δx=0mm、倾辊量为η=0μm、左弯辊力为Sz=-500KN、右弯辊力为Sy=-500KN时带材的前张力分布值σ1i,其前张应力分布如图9中曲线a所示;Subsequently, in step (c2-5), the upper roll shifting amount is calculated as δ s =0 mm, the lower roll shifting amount as δ x =0 mm, the tilting roll amount as η=0 μm, and the left bending roll force as S z =- The front tension distribution value σ 1i of the strip when the right bending roller force is S y =-500KN at 500KN, the front tension stress distribution is shown in curve a in Figure 9;
随后,在步骤(c2-6)中,计算出以I-Unit为单位板形分布值式中E=2.1×105MPa为带材的弹性模量、v=0.3为泊松比,其板形分布值如图10中曲线a所示;Subsequently, in step (c2-6), calculate the shape distribution value with I-Unit as the unit In the formula, E=2.1×10 5 MPa is the elastic modulus of the strip, v=0.3 is the Poisson’s ratio, and its plate shape distribution value is shown in curve a in Figure 10;
随后,在步骤(c2-7)中,计算出板形控制过程函数g1(X)、g2(X)的值,其中
随后,在步骤(c2-8)中,由公式F(X)=A·g1(X)+(1-A)·g2(X)=0.5×5.406+0.5×8.908=9.20I,其中A=0.5为加权系数;Subsequently, in step (c2-8), from the formula F(X)=A·g 1 (X)+(1-A)·g 2 (X)=0.5×5.406+0.5×8.908=9.20I, where A=0.5 is the weighting coefficient;
随后,在步骤(c2-9)中,判断条件F(X)=9.20<F0=1010成立,记录下最佳的目标函数F0=F(X)=9.20I和最佳的左、右弯辊力Szbest=Sz=-500KN,Sybest=Sy=-500KN然后转入步骤(c2-10);Subsequently, in step (c2-9), the judgment condition F(X)=9.20<F 0 =10 10 is established, and the best objective function F 0 =F(X)=9.20I and the best left, Right bending roller force S zbest =S z =-500KN, Sybest =S y =-500KN and then turn to step (c2-10);
随后,在步骤(c2-10)中,判断条件
随后,在步骤(c2-11)中,判断条件
随后,在步骤(c2-12)中,得到最佳的左、右弯辊力Szbest=-100KN、Sybest=95KN;Subsequently, in step (c2-12), obtain the best left and right bending forces S zbest =-100KN, S ybest =95KN;
随后,在步骤(c3)中,计算出左弯辊力为Szbest=-100KN、右弯辊力为Sybest=95KN、倾辊量为η=0μm时的最佳上、下窜辊量δsbest、δxbest,主要包括以下可由计算机执行的步骤;Subsequently, in step (c3), calculate the optimum upper and lower roll shifting amounts δ when the left bending force is S zbest = -100KN, the right bending force is S ybest = 95KN, and the inclination amount is η = 0 μm sbest and δ xbest mainly include the following steps that can be executed by a computer;
随后,在步骤(c3-1)中,定义最佳窜辊计算过程变量iδ、jδ,δ′s、δ′x;Subsequently, in step (c3-1), define the optimal roll shifting calculation process variables i δ , j δ , δ′ s , δ′ x ;
随后,在步骤(c3-2)中,令iδ=0,jδ=0;Subsequently, in step (c3-2), let i δ =0, j δ =0;
随后,在步骤(c3-3)中,令上窜辊量为δ′s=-δmax+iδΔδ=-200+0×5=-200mm;Subsequently, in step (c3-3), the amount of upper roll shifting is δ′ s =-δ max +i δ Δδ=-200+0×5=-200mm;
随后,在步骤(c3-4)中,令下窜辊量为δ′x=-δmax+jδΔδ=-200+0×5=-200mm;Subsequently, in step (c3-4), the roll shifting amount is ordered to be δ′ x =-δ max +j δ Δδ=-200+0×5=-200mm;
随后,在步骤(c3-5)中,计算出上窜辊量为δs=-200mm、下窜辊量为δx=-200mm、倾辊量为η=0μm、左弯辊力为Sz=-100KN、右弯辊力为Sy=95KN时带材的前张力分布值σ1i,其前张力分布如图9中曲线b所示;Subsequently, in step (c3-5), the upper roll shifting amount is calculated as δ s = -200mm, the lower roll shifting amount as δ x = -200mm, the tilting roll amount as η = 0μm, and the left bending roll force as S z =-100KN, the front tension distribution value σ 1i of the strip when the right bending roller force is S y =95KN, its front tension distribution is shown in curve b in Figure 9;
随后,在步骤(c3-6)中,计算出以I-Unit为单位板形分布值其板形分布值如图10中曲线b所示,板形控制过程函数
随后,在步骤(c3-7)中,计算出目标函数F(X)=A·g1(X)+(1-A)·g2(X)的值,F(X)=0.5×24.895+0.5×47.31=36.10I;Subsequently, in step (c3-7), the value of the objective function F(X)=A·g 1 (X)+(1-A)·g 2 (X) is calculated, F(X)=0.5×24.895 +0.5×47.31=36.10I;
随后,在步骤(c3-8)中,判断条件F(X)=28.97<F0=8.18不成立,直接转入步骤(c3-9);Subsequently, in step (c3-8), the judgment condition F(X)=28.97<F 0 =8.18 is not established, and directly proceeds to step (c3-9);
随后,在步骤(c3-9)中,判断条件成立,则jδ=jδ+1=0+1=1,然后转入步骤(c3-4);Subsequently, in step (c3-9), it is judged that the condition Established, then j δ =j δ +1=0+1=1, then turn to step (c3-4);
随后,在步骤(c3-10)中,判断条件成立,则iδ=iδ+1=0+1=1,然后转入步骤(c3-3);Subsequently, in step (c3-10), it is judged that the condition Established, then i δ =i δ +1=0+1=1, then go to step (c3-3);
随后,在步骤(c3-11)中,得到最佳的上、下窜辊量δsbest=30mm、δxbest=-60mm;Subsequently, in step (c3-11), the best upper and lower roll shifting amounts δ sbest =30mm, δ xbest =-60mm are obtained;
随后,在步骤(c4)中,计算出左弯辊力为Szbest=-100KN、右弯辊力为Sybest=95KN、上窜辊量为δsbest=30mm、下窜辊量为δxbest=-60mm时的最佳倾辊量ηbest;Subsequently, in step (c4), it is calculated that the left bending roll force is S zbest =-100KN, the right bending roll force is S ybest =95KN, the upper roll shifting amount is δ sbest =30mm, and the lower roll shifting amount is δ xbest = The best tilting amount η best when -60mm;
随后,在步骤(c4-1)中,定义最佳倾辊计算过程变量iη,η'代;Subsequently, in step (c4-1), define the optimal tilting roll calculation process variable i η , η'generation;
随后,在步骤(c4-2)中,令iη=0;Subsequently, in step (c4-2), let i η =0;
随后,在步骤(c4-3)中,令倾辊量为η'=-ηmax+iηΔη=-150+0×2=-150μm;Subsequently, in the step (c4-3), the tilting amount is set to be η'=-η max +i η Δη=-150+0×2=-150 μm;
随后,在步骤(c4-4)中,计算出上窜辊量为δsbest=30mm、下窜辊量为δxbest=-60mm、倾辊量为η'=-150μm、左弯辊力为Szbest=-100KN、右弯辊力为Sybest=95KN时带材的前张力分布值σ1i,其前张力分布值如图9中c所示;Subsequently, in step (c4-4), the upper roll shifting amount is calculated as δ sbest =30mm, the lower roll shifting amount as δ xbest =-60mm, the tilting roll amount as η'=-150μm, and the left bending roll force as S When zbest = -100KN and the right bending roll force is Sybest = 95KN, the front tension distribution value σ 1i of the strip is shown as c in Figure 9;
随后,在步骤(c4-5)中,计算出以I-Unit为单位板形分布值其板形分布值如图10中c所示,板形控制过程函数
随后,在步骤(c4-6)中,计算出目标函数F(X)=A·g1(X)+(1-A)·g2(X)的值F(X)=0.5×24.895+0.5×47.31=36.10I;Subsequently, in step (c4-6), the value F(X)=0.5×24.895+ of the objective function F(X)=A·g 1 (X)+(1-A)·g 2 (X) is calculated 0.5×47.31=36.10I;
随后,在步骤(c4-7)中,判断条件F(X)=36.10<F0=7.66不成立,直接转入步骤(c4-8);Subsequently, in step (c4-7), the judgment condition F(X)=36.10<F 0 =7.66 is not established, and directly proceeds to step (c4-8);
随后,在步骤(c4-8)中,判断条件成立,则iη=iη+1=0+1=1,然后转入步骤(c4-3);Subsequently, in step (c4-8), the judgment condition Set up, then i η =i η +1=0+1=1, then proceed to step (c4-3);
随后,在步骤(4-9)中,得到当前最佳的倾辊量ηbest=10μm;Subsequently, in step (4-9), obtain current optimum tilting amount η best =10 μm;
随后,在步骤(c5)中,判断条件(δ′s-δsbest)2+(δ′x-δxbest)+(η'-ηbest)2=(0-30)2+(0-(-60))2+(0-10)2=4600<ε0=0.01不成立则给定δs=δsbest=30mm、δx=δxbest=-60mm、η=ηbest=10μm作为初始值转入步骤(c2)处。Subsequently, in step (c5), the judgment condition (δ′ s −δ sbest ) 2 +(δ′ x −δ xbest )+(η′−η best ) 2 =(0-30) 2 +(0-( -60)) 2 +(0-10) 2 =4600<ε 0 =0.01 is not established, then given δ s =δ sbest =30mm, δ x =δ xbest =-60mm, η=η best =10μm as initial values Enter step (c2).
最后,在步骤(c6)中,输出最佳左弯辊力为Szbest=196KN、最佳右弯辊力为Sybest=136KN、最佳上窜辊量为δsbest=50mm、最佳下窜辊量为δxbest=10mm、最佳倾辊量为ηbest=42μm,对平整机进行复杂浪形控制,如附图11所示,图中曲线c为最佳的板形目标函数值F(X)=1.84I;图中曲线b为常规手段控制的非对称控制后最佳的板形目标函数值F(X)=2.66I,与常规控制手段相比,目标函数减小30.8%;图中曲线a为不加控制手段的板形分布图,板形最差。Finally, in step (c6), the best left bending force is S zbest = 196KN, the best right bending force is S ybest = 136KN, the best upward shifting amount is δ sbest = 50mm, the best downward shifting The amount of rolls is δ x best = 10mm, the best tilting amount is η best = 42 μm, and the complex wave shape control is performed on the skin pass mill, as shown in Figure 11, the curve c in the figure is the best plate shape objective function value F (X)=1.84I; Curve b in the figure is the best plate shape objective function value F(X)=2.66I after the asymmetric control controlled by conventional means, compared with conventional control means, the objective function is reduced by 30.8%; Curve a in the figure is the flatness distribution diagram without control means, and the flatness is the worst.
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