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锻造机驱动液压缸同步控制仿真
引用本文:周山旭,罗艳蕾,杨蕾,罗坤.锻造机驱动液压缸同步控制仿真[J].机床与液压,2023,51(7):87-92.
作者姓名:周山旭  罗艳蕾  杨蕾  罗坤
作者单位:贵州大学机械工程学院
基金项目:国家自然科学基金项目(51965011);贵州省教育厅创新群体重大研究项目(黔教合KY字[2017]029);贵州省科技计划项目(黔科合平台人才[2018]5781-23)
摘    要:锻造液压机在工作过程中需要有良好的刚性,因此一般采用两个液压缸进行同步驱动。为保证锻造液压机在工作过程中两个驱动液压缸具有精确的同步性,采用BP神经网络PID自适应控制方式对锻造液压机驱动液压缸进行同步控制。使用AMESim与MATLAB搭建锻造液压机仿真模型,针对两个驱动液压缸所受负载恒定、负载连续变化以及负载阶跃变化工况时,对两个驱动液压缸的同步性能进行分析。仿真结果表明:在锻造液压机两个驱动液压缸各种受力情况下,该系统均能较好地实现两个驱动液压缸的同步控制,并且位移误差最大仅0.6 mm,满足锻造液压机的工作需求。该系统具有较高的同步控制精度以及较好的鲁棒性。

关 键 词:锻造液压机  BP神经网络  同步控制  鲁棒性

Synchronous Control Simulation of Driven Hydraulic Cylinder of Forging Machine
ZHOU Shanxu,LUO Yanlei,YANG Lei,LUO Kun.Synchronous Control Simulation of Driven Hydraulic Cylinder of Forging Machine[J].Machine Tool & Hydraulics,2023,51(7):87-92.
Authors:ZHOU Shanxu  LUO Yanlei  YANG Lei  LUO Kun
Abstract:Forging hydraulic press needs good rigidity during working process,so two hydraulic cylinders are generally driven synchronously.In order to ensure precise synchronization of the two driving hydraulic cylinders in the working process of the forging hydraulic press,BP neural network PID adaptive control method was adopted to synchronously control the driving hydraulic cylinders of the forging hydraulic press.AMESim and MATLAB were used to build the simulation model of the forging hydraulic press.The synchronization performance simulation of the two driving hydraulic cylinders was carried out under the conditions of constant load,continuous changing load and step changing load.The simulation results show that under various stress conditions of the two driving hydraulic cylinders of the forging hydraulic press,the system can better realize the synchronous control of the two driving hydraulic cylinders,and the maximum displacement error is only 0.6 mm,which meets the work of the forging hydraulic press.The system has good synchronization control precision and robustness.
Keywords:Forging hydraulic press  BP neural network  Synchronous control  Robustness
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