基于数据挖掘的农业智能管理平台设计

Design of Agricultural Intelligent Management Platform Based on Data Mining

以农业智能管理平台为研究对象,利用数据挖掘技术建立平台数据库,通过无线传感技术进行农业生产相关环境参数采集,并使用无线通信技术进行数据交互发送与接收,同时结合网络通信与数据处理技术,形成农业生产智能管理平台实时采集传输控制系统。平台性能测试数据表明:智能管理平台能够有效地对管理区域内的空气温湿度、土壤温湿度、二氧化碳浓度及光照强度等环境参数进行实时有效的采集传输,可根据环境参数进行控制指令调节,驱动执行机构准确进行环境参数信息的调节。

This paper takes the agricultural intelligent management platform as the research object,uses the data mining technology to establish the platform database,carries on the agricultural production related environmental parameter collection through the wireless sensor technology,and uses the wireless communication technology to carry on the data exchange transmission and reception,simultaneously unifies the network communication and the data processing technology,forms the agricultural production intelligent management platform real-time collection transmission control system Unification.The platform performance test data show that the intelligent management platform can effectively collect and transmit the environmental parameters such as air temperature and humidity,soil temperature and humidity,carbon dioxide concentration and light intensity in the management area,and adjust the control instructions according to the environmental parameters,and drive the actuator to adjust the environmental parameter information accurately.