基于改进WOA预测PID的电缆线径控制  

Cable Diameter Control Based on Improved WOA Predictive PID

作　　者：程元清 郭金妹[2] 

机构地区：[1]江西理工大学电气工程与自动化学院,江西 赣州 [2]江西应用技术职业学院机械与电子工程学院,江西 赣州

出　　处：《传感器技术与应用》2023年第3期247-256,共10页Journal of Sensor Technology and Application

摘　　要：针对电线电缆生产推挤系统自身具有的时滞性、非线性和大扰动等特点导致生产推挤过程线径厚度控制较难和建模难度较高的问题,提出一种改进鲸鱼算法(IWOA)、动态控制矩阵(DMC)与传统PID相结合的算法对推挤生产系统进行优化的策略。这种策略集合了PID算法的较少的稳态误差优点、DMC预测克服时滞问题的优点和IWOA自动寻优整定参数的优点于一身。通过在MATLAB平台上对推挤系统进行建模和仿真,对比传统PID算法,未改进的WOA算法的效果。实验仿真表明,具备预测能力的IWOA控制策略可以使系统达到较小的超调量、较快的响应速度和较强抗扰性等优点,具有一定的实际生产应用价值。For the current stagnation, non-linearity and large disturbances of the production and push system of electric wire and cable production lead to the problem of difficult control and high modeling of the production push process. IWOA, dynamic control matrix (DMC) and traditional PID algorithms optimize the push production system. This strategy integrates the advantages of less steady- state errors in the PID algorithm, the advantages of DMC prediction to overcome the problem of time stagnation, and the advantages of IWOA to automatically find out the parameters. By modeling and simulation on the push system on the MATLAB platform, comparing the traditional PID algorithm and the effect of the unrestrained WOA algorithm, experimental sim-ulation shows that IWOA control strategies with predictive ability can enable the system to achieve a small over-adjust- ment, a fast response speed, and strong antipity, and have certain actual pro-duction and application value.

关 键 词：线径系统 动态矩阵预测 改进鲸鱼算法 PID 

分 类 号：TP3[自动化与计算机技术—计算机科学与技术]