山地花椒智能监控系统的研究与设计
Research and Design of Intelligent Monitoring System for Zanthoxylum bungeanum
徐杨 1黄易仟 1李论 1蒋林2
作者信息
- 1. 贵州大学 大数据与信息工程学院,贵州 贵阳 550025
- 2. 贵州玄德花椒产业发展有限公司,贵州 贵阳 550018
- 折叠
摘要
针对花椒种植过程中信息监控及智能分析不足的问题,论文设计开发了一套智能监控及分析系统.系统设计总体包括数据采集层、网络传输层、分析应用层.数据采集层中的各种传感器设备负责采集花椒的环境参数与图像数据,在网络传输层实现了有线及无线数据远距离传输,并对应用层进行分析,设计了系统 6 个模块.该系统在贵州晴隆花椒生产基地进行了安装、调试和部署.通过实地验证,该系统符合设计需求和各项指标,采用智能监控及分析系统使得花椒种植产量和质量得到了有效提升,节省了企业管理成本.
Abstract
To address the issue of inadequate information monitoring and intelligent analysis during the cultivation of Zanthoxylum bungeanum,a comprehensive intelligent monitoring and analysis system was designed and developed in this study.The system design consisted of a data acquisition layer,a network transmission layer,and an analysis application layer.Different sensor devices within the data acquisition layer were tasked with gathering environmental parameters and image data of Z.bungeanum.These sensors facilitated the long-distance transmission of wired and wireless data in the network transmission layer,which was then analyzed in the application layer to design six modules of the system.The system was installed,commissioned,and then deployed at the Qinglong pepper production base in Guizhou.After conducting field verification,it was confirmed that the system successfully met the design requirements and various indicators.The intelligent monitoring and analysis system has significantly enhanced the yield and quality of Z.bungeanum cultivation,resulting in cost savings for the enterprise in terms of management expenses.
关键词
山地花椒/深度学习/智能监控Key words
Zanthoxylum bungeanum/deep learning/intelligent surveillance引用本文复制引用
基金项目
贵州省科技计划(黔科合支撑[2021]一般176)
出版年
2024
NETL
NSTL
万方数据