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基于大数据的智慧农业物联网系统实现 被引量:19

Realization of a Wisdom Agricultural Internet of Things System Based on Big Data
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摘要 设计一套基于大数据的智能信息系统应用于现代化农业大棚生产及管理中,以模拟对大棚的管理和控制。系统采用Zigbee、WiFi等无线传输技术解决局域及远距离数据实时有效传输问题,结合当前大数据和云计算等前沿技术进行数据存储,充分利用多种传感器实现对农业大棚生产过程中数据的实时采集、监测及有效控制,并通过开放的互联网平台实现在线远程专家指导。测试结果表明,该系统具有较高的可靠性与高稳定性,运行平稳,有很强的实用性。 We have designed an intelligent information system based on big data and applied it to the production and management of modern agricultural greenhouse to simulate the precision management and control of the greenhouse.An intelligent information system based on big data was designed for the production and management of modern agricultural greenhouses to simulate the precise management and control of greenhouses.The system uses the Internet of Things technology as a design platform.Zigbee,WiFi and other wireless transmission technologies are used to solve local and long-distance real-time effective data transmission problems.Current big data and cloud computing and other cutting-edge technologies are combined to establish data storage.A variety of sensors are used to achieve real-time data collection,monitoring and effective control of farming greenhouses,environment and production.Online remote expert guidance is realised through an open Internet platform.The test results show that the system has high reliability and stability,stable operation and good practicality.
作者 徐建国 肖海峰 XU Jian-guo,XIAO Hai-feng(College of Computer Science and Engineering,Shandong University of Science and Technology,Qingdao 266590,Chin)
出处 《软件导刊》 2018年第8期129-132,140,共5页 Software Guide
基金 山东省社科联人文社会科学项目(17-ZX-GJ-05)
关键词 大数据 智慧农业 物联网 数据分析 远程专家指导 人工智能 big data smart agriculture Internet of Things data analysis remote expert guidance artificial intelligence
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