摘要
智能化、装备化养蚕成为现代蚕业高质量发展的必然趋势,但以往的养蚕仍然面临着劳力紧张、设备陈旧、控制复杂、标准不高、规范不严等现实问题,急需变革养蚕方式。在养蚕环境智能监控研究的基础上,探讨研制基于人工智能的智慧养蚕管理系统,结合智能化、规模化养蚕实景,依托物联网智能感知技术,对养蚕环境要素和蚕体发育状态进行智能感知、识别、传输、处理,精准掌握养蚕发育进程和环境状况,运用深度残差神经网络算法(DRCNN),对多特征数据提取和分级融合处理,及时校正养蚕数据标准,实时监控养蚕生产流程、输出技术方案、提供自动化养蚕决策,为打造智能化、装备化养蚕兼容平台提供参考。
Intelligent and equipment sericulture has become the inevitable trend of high-quality development of modern sericulture,however,the former sericulture is still faced with such practical problems as labor shortage,obsolete equipment,complex control,low standards and lax norms,etc.Based on the study of intelligent monitoring of sericulture environment,this paper discusses the development of intelligent sericulture management system based on artificial intelligence,the environmental factors of silkworm rearing and the developmental state of silkworm body were intelligently perceived,identified,transmitted and processed,and the developmental process and environmental state of silkworm rearing were accurately grasped,multifeature data extraction and hierarchical fusion processing,timely correction of sericulture data standards,real-time monitoring of sericulture production processes,output technical options,providing automated sericulture decision-making,it provides a reference for building an intelligent and equipment compatible sericulture platform.
作者
孙孝龙
张继军
周卫红
顾彪
施建军
SUN Xiao-long;ZHANG Ji-jun;ZHOU Wei-hong;GU Biao;SHI Jian-jun(Yancheng Bioengineering Branch of Jiangsu Union Technical Institute,Yancheng,Jiangsu 224051,China;Yandu District Silkworm Egg Farm,Yancheng,Jiangsu 224011,China;Yancheng Siyuan Network Technology Co.,Ltd.,Yancheng,Jiangsu 224005,China)
出处
《新一代信息技术》
2023年第11期17-22,共6页
New Generation of Information Technology
基金
国家职业教育数字化资源共建共享计划(No.ZYWZ201101)
江苏省农业三新工程项目(No.SXGC[2015]187)
盐城市社科基金项目(No.21skC192)
盐城数字农业发展现状与推进路径研究
盐城科技基础研究计划-应用基础项目(No.YCBK2023020)
智慧无人养蚕关键技术研究
关键词
人工智能
智慧养蚕
管理系统
设计
artificial intelligence
intelligent silkworm breeding
management system
design
作者简介
通讯作者:孙孝龙(1971—)男,安徽灵璧人,教授,主要研究方向:现代农业(蚕桑)、数字农业技术研究与推广。
