现代信息科技2025，Vol.9Issue(17)：7-11,17,6.DOI:10.19850/j.cnki.2096-4706.2025.17.002
基于DCCK Vision Plus的锂电池智能检测系统研究与实现
Research and Implementation of Lithium Battery Intelligent Detection System Based on DCCK Vision Plus
摘要
Abstract
With the development of lithium battery manufacturing towards high precision and intelligence,machine vision technology has become the core means to improve production quality and efficiency.Based on the DCCK Vision Plus visual platform of Dechuang Intelligent Control Technology Co.,Ltd.,this paper constructs an intelligent detection system covering the whole production process of lithium battery.The system realizes the precise positioning of lithium batteries through the integration of multi-camera collaborative calibration(positioning accuracy up to±0.1 mm),sub-pixel edge detection,Color Match electrode color matching adaptive image processing algorithm,and industrial communication protocol PROFINET/EtherCAT.The repeatability of size measurement can reach±0.02 mm,and the accuracy of defect classification and string recognition is as high as 99.5%.Experiments show that the system completes the whole process detection of a single battery in 3 seconds.The overall performance is better than the traditional manual detection.The efficiency is improved by 300%and the cost is reduced by 35%.It provides a reusable technical paradigm for intelligent manufacturing of lithium batteries.关键词
机器视觉/定位与标定/缺陷检测/尺寸测量/DCCK Vision Plus软件Key words
machine vision/positioning and calibration/defect detection/size measurement/DCCK Vision Plus software分类
信息技术与安全科学引用本文复制引用
李佳园..基于DCCK Vision Plus的锂电池智能检测系统研究与实现[J].现代信息科技,2025,9(17):7-11,17,6.基金项目
2024年西安航空职业技术学院教育教学改革研究项目 （）
课题名称:《智能制造视阙下深化工业机器人视觉工匠人才培养校企合作模式研究(24XHJG06)》 （24XHJG06）
