储能科学与技术2025，Vol.14Issue(6)：2512-2514,3.DOI:10.19799/j.cnki.2095-4239.2025.0482
基于电子图像处理技术的锂电池表面缺陷检测
Surface defect detection of lithium battery based on electronic image processing technology
平金珍 1温沁润1
作者信息
- 1. 石家庄信息工程职业学院软件工程系,河北 石家庄 052161
- 折叠
摘要
Abstract
With the increasing level of lithium-ion battery industrial manufacturing,the requirements for the detection speed and accuracy of battery components are also increasing.As a key component of lithium-ion batteries,the pole piece has a wide variety of surface defects and a small area,and the traditional visual inspection has been difficult to meet the current production needs of the pole piece.The surface defect detection technology of lithium battery based on image processing can solve the above problems well,and the research of this technology is analyzed and reviewed in this paper.Firstly,the development of lithium battery surface defect detection technology is introduced,and then the lithium battery surface defect detection process under electronic image processing technology is explained in detail from each link,including image acquisition,preprocessing,feature extraction and recognition.Through practical research,it can be confirmed that through high-quality image processing and analysis algorithms,lithium battery defects can be detected more accurately,which is suitable for the current industrial production needs.关键词
锂电池/缺陷/检测/采集Key words
lithium battery/flaw/detect/gather分类
信息技术与安全科学引用本文复制引用
平金珍,温沁润..基于电子图像处理技术的锂电池表面缺陷检测[J].储能科学与技术,2025,14(6):2512-2514,3.
