湖北工业大学学报2024,Vol.39Issue(4) :7-11.

基于机器视觉和PLC的活体小龙虾分拣控制系统

Sorting Control System for Living Crayfish Based on Machine Vision and PLC

张金姣 尹芹凯 叶旭辉 胡新宇 李奕
湖北工业大学学报2024,Vol.39Issue(4) :7-11.

基于机器视觉和PLC的活体小龙虾分拣控制系统

Sorting Control System for Living Crayfish Based on Machine Vision and PLC

张金姣 1尹芹凯 1叶旭辉 1胡新宇 1李奕1
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作者信息

  • 1. 湖北工业大学机械工程学院,湖北武汉 430068
  • 折叠

摘要

针对目前小龙虾人工分拣精度不够,成本过高的问题,构建了一种基于视觉检测的小龙虾分拣系统,对小龙虾分拣系统的原理进行简要分析,完成了系统各部分的硬件选型,设计了基于Linux系统的上位机与PLC的通讯程序,采集小龙虾图片样本并识别小龙虾种类,编写PLC程序实现了对小龙虾种类的准确识别与快速分选.实验结果表明,该系统识别准确率高,自动化程度高,能节约大量的人力成本与时间成本.

Abstract

To solve the problems of insufficient precision and high cost of crawfish manual sorting,this pa-per proposes a vision-based crayfish sorting system.The principle of the crayfish sorting system was briefly analyzed,and the hardware selection of each part of the system was completed.A communication program based on Linux system and PLC was designed.The program collected crayfish image samples and identified the types of crayfish,and the PLC program was written to achieve accurate identification and fast sorting of crayfish types.The experimental results show that the system has high recognition accuracy and high automation,which can save a lot of labor and time costs.It will play a positive role in the develop-ment of the crayfish industry in China and has certain promotion and practical value.

关键词

小龙虾/机器视觉/通讯程序设计/PLC系统设计/物体分拣

Key words

crawfish/machine vision/communication programming/PLC system design/object sorting

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基金项目

湖北省重点研发计划(2022BBA0016)

出版年

2024
湖北工业大学学报
湖北工业大学

湖北工业大学学报

CHSSCD
影响因子:0.258
ISSN:1003-4684
参考文献量7
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