利用阳极导杆等距压降预测阳极效应的方法 技术领域 Method for predicting anode effect by using anode guide rod isometric pressure drop
本发明涉及一种利用阳极导杆等距压降预测阳极效应的方法, 尤 其涉及利用电解槽阳极导杆等距压降数据对预焙阳极铝电解槽即将发 生阳极效应的个别阳极进行预测。 BACKGROUND OF THE INVENTION 1. Field of the Invention This invention relates to a method for predicting the anode effect using an isobaric pressure drop of an anode guide rod, and more particularly to predicting an individual anode that is about to have an anode effect in a prebaked anode aluminum electrolytic cell using an isolating pressure drop data of the anode guide rod of the electrolytic cell.
背景技术 Background technique
电解槽传统的阳极效应预报方法是根据电解槽整体的电压信号进 行分析处理, 根据整体槽电压的信号大小来预测电解槽阳极效应的情 况。 但在实际生产中, 阳极效应的发生首先往往于个别阳极上, 近年 来随着电解槽尺寸不断变大, 传统阳极效应预测方法的缺点不断暴露 出来。 原有通过整体槽电压来预测阳极效应的方法只能判定整槽即将 发生阳极效应, 无法确定即将发生阳极效应的具体区域, 抑制阳极效 应的发生所采用的方法也只能是全部下料口同时进行大下料, 该下料 方式会改变氧化铝在电解质中的浓度, 使其在空间分布上不均匀, 增 加氧化铝消耗量。 这种不考虑具体阳极差异的传统阳极效应预报方法 已经不能适应对新型电解槽进行精细化操作的要求, 也不符合现在社 会对降低铝电解过程能源消耗的目标。 新的能精确定位的阳极效应预 报方法对进一步提高铝电解槽的技术经济指标十分重要。 The conventional anode effect prediction method of the electrolytic cell is based on the analysis of the voltage signal of the entire electrolytic cell, and the anode effect of the electrolytic cell is predicted based on the signal size of the overall cell voltage. However, in actual production, the anode effect occurs first on individual anodes. In recent years, as the size of the electrolytic cell has become larger, the shortcomings of the conventional anode effect prediction method have been exposed. The original method of predicting the anode effect by the overall cell voltage can only determine that the anode effect is about to occur in the entire tank, and it is impossible to determine the specific region where the anode effect is about to occur. The method used to suppress the anode effect can only be used for all the feed ports simultaneously. For the large blanking, the blanking method changes the concentration of alumina in the electrolyte, making it uneven in spatial distribution and increasing the consumption of alumina. This conventional anode effect prediction method, which does not consider the specific anode difference, has been unable to meet the requirements for the fine operation of the new electrolytic cell, nor does it meet the current goal of reducing the energy consumption of the aluminum electrolytic process. The new accurate positioning of the anode effect prediction method is very important to further improve the technical and economic indicators of the aluminum electrolytic cell.
发明内容 Summary of the invention
为了解决上述技术问题本发明提供一种利用阳极导杆等距压降预 测阳极效应的方法, 目的是能精确定位对即将发生阳极效应的个别阳 极, 定位即将发生阳极效应的区域, 以满足对电解槽进行精细化操作 的要求。 法, 包括下述步骤: 在预焙阳极电解槽^各阳极导杆上安装阳极导杆 等距压降信号传感器, 阳极导杆等距压降信号传感器将采集到的阳极 导杆等距压降信号输送到前端数据分析器; 前端数据分析器对阳极导 杆等距压降数据进行分析处理, 预报出即将发生阳极效应的阳极, 将 预测结果送至电解槽槽控机中。
括: 对阳极导杆等距压降数据的预处理, 对处理后的阳极导杆等距压 降数据进行低通滤波, 将得到的低通滤波数据分别进行高频针震处理、 斜率处理和累计斜率处理, 高频针震处理、 斜率处理和累计斜率处理 后的In order to solve the above technical problems, the present invention provides a method for predicting an anode effect by using an anode guide rod equidistant pressure drop, the purpose of which is to accurately position an individual anode for an impending anode effect, and to locate an area where an anode effect is to occur, to satisfy the electrolysis. The requirements for the fine operation of the tank. The method comprises the following steps: installing an anode guide rod equidistant pressure drop signal sensor on the anode guide rod of the prebaked anode electrolysis cell, and the anode guide rod isometric pressure drop signal sensor will collect the anode anode rod equidistant pressure drop The signal is sent to the front-end data analyzer; the front-end data analyzer analyzes and processes the anode guide rod isometric pressure drop data, predicts the anode that is about to have an anode effect, and sends the predicted result to the electrolytic cell slot control machine. The pretreatment of the anode guide rod isometric pressure drop data, low-pass filtering the processed anode guide rod isometric pressure drop data, and the obtained low-pass filter data are respectively subjected to high-frequency needle shock processing, slope processing, and Cumulative slope processing, high frequency needle shock processing, slope processing, and cumulative slope processing
杆, 截取时间长度为 ί的阳极导杆等距压降原始数据进行数据预处理; 处理方法采用如下平滑公式进行, 实现将信号中的异常针振去除, 公 式如 : The rod, the raw data of the anode guide rod isometric data with a length of ί is taken for data preprocessing; the processing method adopts the following smoothing formula to remove the abnormal needle vibration in the signal, and the formula is as follows:
yM =― (2^,-2 - 8 —, + 12 . + 27 +1 + 2y1+2 ) y,+2 = - 6 + 4yM + 69yi+2 )y M =― (2^,- 2 - 8 —, + 12 . + 27 +1 + 2y 1+2 ) y, + 2 = - 6 + 4y M + 69y i+2 )
其中 是^的光滑值, ^为原始数据采集值, 数据的开始两点和最 后两点分别只用上述公式组中的第一, 第二和第四, 第五两式进行计 算。 Where is the smooth value of ^, ^ is the original data acquisition value, and the first two points and the last two points of the data are calculated using only the first, second, fourth, and fifth formulas in the above formula group, respectively.
所述的对处理后的阳极导杆等距压降数据进行低通滤波是指采用 巴特沃斯双线性滤波, 滤波频率上限默认值为 l/600Hz。 The low-pass filtering of the processed anode guide rod isometric pressure drop data refers to the use of Butterworth bilinear filtering, and the filter frequency upper limit is defaulted to l/600 Hz.
所述的将得到的低通滤波数据分别进行高频针震处理是指将时间 长度 t均分为 5 等份, 按下式计算每个周期 内的阳极导杵等距压降针 震强度, 公式如下: shake^ ^^—^— ^FW— T^— ; The high-frequency needle-shock processing of the obtained low-pass filter data separately refers to dividing the time length t into 5 equal parts, and calculating the intensity of the anode-guided isometric pressure-dropping shock intensity in each cycle according to the following formula. The formula is as follows: shake^ ^^—^—^FW—T^— ;
然后按下式对各时 间 周 期上 的针震强度进行平滑处 理; Shake' (k) = 0.75 * Shake(k - 1) + 0.25 * Shake(k) ' 其中 k = { 1,2,3,4,5}; 则 在当前预测周期,内的针震强度为 max0%ayte'w); 其中^ ^, ^„为在每个 均分时间段内原始阳极导杆的等距压降的最大值与最小值, F为在每 个均分时间段内经过低通滤波的阳极导杆等距压降。 距压降斜率为预测周期 t时间段内经过低通滤波后的阳极导杆等距压
降的平均变化速率; 同样将时间长度 t均分为 5 等份, 则周期 t内阳极 各阳极导杆等距压降的斜率计算公式为: Then, the shock intensity of each time period is smoothed by the following formula; Shake' (k) = 0.75 * Shake(k - 1) + 0.25 * Shake(k) ' where k = { 1, 2, 3, 4 , 5}; then in the current prediction period, the intensity of the needle shock is max0%ayte ' w ); where ^ ^, ^ „ is the maximum value of the isometric pressure drop of the original anode guide in each equalization period And the minimum value, F is the equidistant pressure drop of the anode guide rod that has been low-pass filtered in each equalization period. The slope of the pressure drop is the anode guide rod equidistant pressure after low-pass filtering in the period of the prediction period t The average rate of change of the drop; also the time length t is divided into 5 equal parts, then the slope of the anode pressure guide isometric formula for the period t is:
Slope(t) = (VF(k— 1)一 VF{k— 3) + 2(VF(k)― VF{k - 4)))/ 5。 Slope(t) = (VF(k - 1) - VF{k - 3) + 2(VF(k) - VF{k - 4))) / 5.
所述的将得到的低通滤波数据分别进行累计斜率处理是指通过下 述公式进行计算: The cumulative slope processing of the obtained low-pass filter data is calculated by the following formula:
Lslope(t) = (7 / 8) * Lslope(t— 1) + 2 * Slope{t) 13 Lslope(t) = (7 / 8) * Lslope(t-1) + 2 * Slope{t) 13
Lslope(0) = Slope(0) ° Lslope(0) = Slope(0) °
所述的高频针震处理、 斜率处理和累计斜率处理后的数据再经过 阳极效应判别处理是指对斜率, 累计斜率与高频针震设置阈值, 如果 阳极导杆等距压降累积斜率连续若干周期持续下降、 阳极导杆等距压 降本周期斜率大幅下降或阳极导杆等距压降高频针振大幅增加, 则判 定即将发生阳极效应。 The data after the high frequency needle shock processing, the slope processing and the cumulative slope processing are subjected to the anode effect discrimination processing to set the threshold for the slope, the cumulative slope and the high frequency needle shock, if the cumulative slope of the anode guide rod is equal to the cumulative pressure drop The cycle is continuously decreased, the anode guide rod isometric pressure drop, the slope of the cycle is greatly reduced, or the anode guide rod isometric pressure drop high-frequency needle vibration is greatly increased, and the anode effect is determined to be about to occur.
本发明的优点效果: 本发明能对电解槽的各单个阳极的阳极效应 情况有针对性的预测, 对出现异常的阳极能进行有效的监控, 实现电 解槽的精细化操作, 有利于稳定电解槽运行, 达到节能降耗, 提高电 流效率的效果。 Advantageous Effects of the Invention: The invention can specifically predict the anode effect of each single anode of the electrolytic cell, effectively monitor the abnormal anode, realize the fine operation of the electrolytic cell, and be beneficial to stabilize the electrolytic cell. Operation, to achieve energy saving, improve current efficiency.
昇体实施方式 Lifting implementation
本发明利用阳极导杆等距压降预测阳极效应的方法, 包括下述步 骤: 在预焙阳极电解槽的各阳极导杆上安装阳极导杆等距压降信号传 感器,:阳极导杆等距压降信号传感器将采集到的阳极导杆等距压降信 号输送到前端数据分析器; 前端数据分析器对阳极导杆等距压降数据 进行分析处理, 预报出即将发生阳极效应的阳极, 将预测结果送至电 解槽槽,机中 ^ , ^ 、 阳极导杆等距压降数据的预处理, 对处理后的阳极导杆等距压降数据 进行低通滤波, 将得到的低通滤波数据分别进行高频针震处理、 斜率 处理和累计斜率处理, 高频针震处理、 斜率处理和累计斜率处理后的 数据再经过阳极效应判别处理。 The invention utilizes the method for predicting the anode effect by the anode guide rod isometric pressure drop, comprising the following steps: installing an anode guide rod equidistant pressure drop signal sensor on each anode guide rod of the prebaked anode electrolysis cell, the anode guide rod isometric The pressure drop signal sensor transmits the collected anode guide rod isometric pressure drop signal to the front end data analyzer; the front end data analyzer analyzes and processes the anode guide rod isometric pressure drop data to predict the anode that is about to have an anode effect, The prediction result is sent to the electrolytic cell tank, and the pre-treatment of the isolating pressure drop data of the anode guide rod in the machine, the low-pass filtering of the processed anode guide rod isometric pressure drop data, and the obtained low-pass filter data The high-frequency needle shock processing, the slope processing, and the cumulative slope processing are performed separately, and the data after the high-frequency needle shock processing, the slope processing, and the cumulative slope processing are subjected to the anode effect discrimination processing.
对阳极导杆等距压降数据的预处理是对电解槽每个阳极导杆, 截 取时间长度为 t的阳极导杆等距压降原始数据进行数据预处理; 处理方 法采用如下平滑公式进行, 实现将信号中的异常针振去除, 公式如下:
y,-i =— (69^_2 +4 —1 _6 +4yM - y,+2) —1 = ^(2;'— 2 + 27^ + 12^ — 8 +1 +2 +2) The pre-treatment of the anode guide rod isometric data is to pre-process the raw data of the anode guide rod equidistant pressure drop for each anode guide rod of the electrolytic cell, and the processing method adopts the following smoothing formula. To achieve the removal of abnormal needle vibration in the signal, the formula is as follows: y,-i =— (69^_ 2 +4 — 1 _6 +4y M - y, +2 ) — 1 = ^( 2 ;'— 2 + 27 ^ + 12 ^ — 8 +1 +2 +2 )
y, = (-3^ +12^, +17 , +\2yM -3yi+2 y1+l 12 . +2TyM +2 +2) y,+2
- 6 + +, + 69yi+2 ) 其中 是 的光滑值, 为原始数据采集值, 数据的开始两点和最 后两点分别只用上述公式组中的第一, 第二和第四, 第五两式进行计 对处理后的阳极导杆等距压降数据进行低通滤波是指采用巴特沃 斯双线性滤波, 滤波频率上限默认值为 l/600Hz。 y, = (-3^ +12^, +17 , +\2y M -3y i+2 y 1+l 12 . +2Ty M +2 +2 ) y, + 2 - 6 + +, + 69y i+2 ) where is the smooth value, the original data is collected, the first two points and the last two points of the data are only used in the first, second and fourth, respectively, in the above formula group The low-pass filtering of the anode guide rod isometric pressure drop data after the pairing and processing is performed by means of Butterworth bilinear filtering, and the filter frequency upper limit is defaulted to l/600 Hz.
将得到的低通滤波数据分别进行高频针震处理是指将时间长度 t 均分为 5等份,按下式计算每个周期 t内的阳极导杆等距压降针震强度, 公式如下: shake w = ― Vmm -\VF{k)- VF{k -1)|; The high-frequency needle-shock processing of the obtained low-pass filter data separately divides the time length t into 5 equal parts, and calculates the equidistant pressure drop intensity of the anode guide rod in each period t according to the following formula, and the formula is as follows : shake w = ― Vmm -\VF {k) - VF{k -1)|;
然后按下式对各时 间 周 期上的针震强度进行平滑处 理; Shake' (k) = 0.75 * Shake{k - 1) + 0.25 * Shake(k) ' 其中 k = {1,2,3,4,5}; 则在当前预测周期 t内的针震强度为 max0%ateW); 其中^ min为在每 个均分时间段内原始阳极导杆的等距压降的最大值与最小值, 为在 每个均分时间段内经过低通滤波的阳极导杆等距压降。 The needle shock intensity over each time period is then smoothed as follows: Shake' (k) = 0.75 * Shake{k - 1) + 0.25 * Shake(k) ' where k = {1,2,3,4 , 5}; then the needle shock intensity in the current prediction period t is max0%ateW ); where ^ min is the maximum and minimum values of the equidistant pressure drop of the original anode guide in each equalization period, The low-pass filtered anode lead is equally spaced in each equalization period.
将得到的低通滤波数据分别进行斜率处理是指阳极导杆等距压降 斜率为预测周期 t时间段内经过低通滤波后的阳极导杆等距压降的平 均变化速率; 同样将时间长度 /均分为 5 等份, 则周期,内阳极各阳极 导杵等距压降的斜率计算公式为: The slope processing of the obtained low-pass filter data respectively refers to the average rate of change of the equidistant pressure drop of the anode guide rod after the low-pass filtering in the period of the prediction period t; / The average is divided into 5 equal parts, then the period, the slope of the anode anode guide isometric pressure drop is calculated as:
Slope(t) = (VF(k - 1) _ VF(k - 3) + 2(VF(k) - VF(k - 4)))/ 5 Slope(t) = (VF(k - 1) _ VF(k - 3) + 2(VF(k) - VF(k - 4))) / 5
所述的将得到的低通滤波数据分别进行累计斜率处理是指通过下 述公式进行计算: The cumulative slope processing of the obtained low-pass filter data is calculated by the following formula:
Lslope(t) = (7 / 8) * Lslope(t - 1) + 2 * Slope(i) 13 Lslope(t) = (7 / 8) * Lslope(t - 1) + 2 * Slope(i) 13
Lslope(0) = Slope(0) Lslope(0) = Slope(0)
所述的高频针震处理、 斜率处理和累计斜率处理后的数据再经过
阳极效应判别处理是指对斜率, 累计斜率与高频针震设置阈值, 如果 阳极导杆等距压降累积斜率连续若干周期持续下降、 阳极导杆等距压 降本^期斜率大幅下降或阳极导杆等距压降高频针振大幅增加, 则判 定即将发生阳极效应。
The data after the high frequency needle shock processing, the slope processing, and the cumulative slope processing are passed through The anode effect discrimination processing refers to setting the threshold value for the slope, the cumulative slope and the high-frequency needle shock. If the cumulative slope of the anode guide rod is continuously decreasing for several consecutive periods, the slope of the anode guide rod is significantly decreased or the anode is inclined. The high-frequency needle vibration of the guide rod isometric pressure drop is greatly increased, and the anode effect is determined to be about to occur.