Design and Implementation of a Cloud-controlled Intelligent Monitoring Platform for Water,Fertilizer and Medicine
With the continuous development of China's agricultural modernization,the modern agricultural service system with water and fertilizer machinery as the core has become the direction of future industry development.In this paper,a cloud-controlled water and fertilizer machinery intelligent monitoring platform is designed and implemented using the B/S structure model,Django framework and MySQL database.The platform has perfect management functions of organization,data interaction,users and authority,which can realize digital management of water,fertilizer and medicine;it embeds the reference crop evapotranspiration prediction method based on the fusion of Bi-LSTM and LightGBM,which can realize real-time prediction of crop irrigation;it adds crop fertilization calculation formula and fertilization and medicine data-base,which can provide users with scientific reference basis for fertilizer and medicine application.The actual operation and performance test results show that the platform's architecture and module design are reasonable,and the functions are more comprehensive and flexible,which can effectively meet the management needs of water,fertilizer and medicine in the facility park and promote the development of modern agriculture.
water,fertilizer,medicine and machinery integrationintelligent monitoring platformcloud controlDjango framework
万方数据
维普
