基于机器视觉的卷烟滤棒端部外观品质智能拣选技术研究
Research on Intelligent Picking Technology for Appearance Quality of Cigarette Filter Rod End Based on Machine Vision
方维岚 1陆正卿 1叶勇2
作者信息
- 1. 上海烟草集团有限责任公司,上海 200082
- 2. 上海白玉兰烟草材料有限公司,上海 201203
- 折叠
摘要
机器视觉是利用计算机和相关设备按照人的视觉原理,通过图像捕获装置来检测、追踪、测量对象,并进一步做信息处理,以实现识别、监控及测量等功能的技术.在卷烟生产过程中,滤棒端部的外观品质会直接影响最终产品的整体质量与消费者的使用体验.因此,发展一种基于机器视觉的智能拣选技术,用于提高滤棒端部外观品质的筛选效率和准确性,是提升卷烟品质和生产效率的重要步骤.通过分析卷烟滤棒端部外观品质的检测需求,构建了一种基于机器视觉的智能拣选系统,详细阐述了系统配置与优化策略,设计了相应的外观检测和智能拣选功能,并通过系统测试验证了技术的有效性和实用性.
Abstract
Machine vision is a technology that utilizes computers and related equipment to detect,track,and measure objects based on human visual principles through image capture devices,and further processes information to achieve recognition,monitoring,and measurement functions.In the production process of cigarettes,the appearance quality of the filter rod end directly affects the overall quality of the final product and the user experience.Therefore,developing an intelligent picking technology based on machine vision to improve the screening efficiency and accuracy of the appearance quality of filter rod ends is an important step in improving cigarette quality and production efficiency.This paper analyzes the inspection requirements for the appearance quality of cigarette filter rod ends,constructs an intelligent picking system based on machine vision,elaborates on system configuration and optimization strategies,designs corresponding appearance inspection and intelligent picking functions,and verifies the effectiveness and practicality of the technology through system testing.
关键词
机器视觉/卷烟滤棒/智能拣选Key words
machine vision/cigarette filter rod/intelligent picking引用本文复制引用
出版年
2024
NETL
NSTL
万方数据