基于GA-BP算法的锂电池辊压机设计  

Design of Lithium Battery Roller Press Based on GA-BP Algorithm

作　　者：汪婷婷 顾佳丽 王远鹏 张训 吕万年 杨进民[1] WANG Tingting;GU Jiali;WANG Yuanpeng;ZHANG Xun;LYU Wannian;YANG Jinming(Wuxi Vocational College of Science and Technology,Wuxi 214028,China)

机构地区：[1]无锡科技职业学院,江苏无锡214028

出　　处：《科技创新与生产力》2025年第4期102-104,共3页Sci-tech Innovation and Productivity

摘　　要：随着新能源产业的不断发展,电池作为其最核心的部分,其使用寿命、安全性等参数一直是一个严峻的问题。电池的质量在很大程度上取决于电极的质量。本文提出的辊压机是基于GA-BP算法来精确控制辊缝的。采用全闭环控制系统,控制精度可达±1μm以内。与传统的辊压机设备相比,其整体效率、稼动率和带来的收益都有了一定的提高。With the continuous development of the new energy industry,as the most core parts,the service life,safety and other parameters of batteries have always been a serious issue.The quality of batteries largely depends on the quality of battery electrodes.The roller press proposed in this paper is based on the GA-BP algorithm to precisely control the roller gaps.It adopts a fully closed-loop control system,and the control accuracy can reach within±1μm.Compared with traditional roller press equipment,the overall rhythm,crop rate,and benefits brought by it have been improved to a certain extent.

关 键 词：辊轧机 辊缝 GA-BP算法 

分 类 号：TP29[自动化与计算机技术—检测技术与自动化装置]