基于CNN的伺服机械张力自动化控制系统设计
Design of servo mechanical tension automation control system based on CNN
高良超 1南盟 1王卓 1张新宇1
作者信息
- 1. 中国船舶集团有限公司第七〇三研究所,黑龙江 哈尔滨 150010
- 折叠
摘要
伺服张力水平过高会加速机械设备的老化速度,从而对机械元件的使用寿命造成影响.该文设计的基于CNN的伺服机械张力自动化控制系统,联合机械驱动电机,建立伺服控制电路,调节自动化控制传感器的实时运行状态;在CNN网络结构中,联合实时运行状态,计算并控制机械张力,完成自动化控制软件设计.实验结果表明,该系统可将伺服机械张力控制在负载压力的30%以下,不会因伺服张力水平过高而造成机械设备快速老化的问题,能够维持机械元件使用寿命.
Abstract
Excessive servo tension level can accelerate the aging speed of mechanical equipment,thereby affecting the service life of mechanical components.A CNN based servo mechanical tension automation control system is designed.Cooperate with mechanical drive motors to establish servo control circuits and adjust the real-time operation status of automatic control sensors;In the CNN network structure,joint real-time operation status,calculation and control of mechanical tension,and completion of automation control software design.The experimental results show that the servo mechanical tension can be controlled below 30% of the load pressure,without causing rapid aging of mechanical equipment due to high servo tension levels.it's capable of maintaining the service life of mechanical components.
关键词
CNN网络/伺服机械/张力控制/自动化系统/驱动电机/控制传感器Key words
CNN network/servo machinery/tension control/automation system/drive motor/control sensor引用本文复制引用
出版年
2025
NETL
NSTL
万方数据