Big data analysis based intelligent greenhouse control system and method

Abstract

The invention discloses a big data analysis based intelligent greenhouse control system and method. The system includes an air temperature and humidity sensor, a light intensity sensor, a carbon dioxide sensor, a soil temperature and humidity sensor, an equipment driving module, a CC2530, a ZigBee/WiFi gateway, a cloud server and a network camera; the air temperature and humidity sensor, the light intensity sensor, the carbon dioxide sensor and the soil temperature and humidity sensor are used for collecting the environment information of a greenhouse; the equipment driving module is used for adjusting the environment parameters of the greenhouse; the network camera is used for collecting the growth pictures of crops in the greenhouse; the CC2530 sends a control instruction to the equipment driving module; the equipment driving module transmits the control instruction to a ventilating fan, a sprinkling irrigation facility and a light supplementary lamp/light shading curtain, so that the environment parameters in the greenhouse can be adjusted; and the cloud server determines the growth demands of the crops according to the collected crop growth pictures, an information processing decision system and a convolutional neural network model. Through the growth environment demands of the planted crops analyzed based on big data and equipment that can automatically control and adjust the environment parameters according to the growth environment demands of the crops, manpower costs can be greatly saved, and the output of the crops can be enhanced.

Description

technical field [0001] The invention relates to the field of automatic control of smart greenhouses, in particular to a smart greenhouse control system and method based on big data analysis. Background technique [0002] Agriculture is the basic industry of the whole society, and its development will not only affect the overall economic development of our country, but also affect people's livelihood and health. From ancient times to the present, agriculture has always been the primary industry of our country. However, the basic national conditions of harsh climate and severe shortage of high-quality soil resources in most areas of our country have brought huge challenges to the development of our country's agriculture. In addition, although China has a large population, with the development of economy and technology, fewer and fewer young people are willing to invest in agriculture, and people's requirements for quality of life are getting higher and higher. Traditional exte...

AI Technical Summary

Problems solved by technology

In addition, although China has a large population, with the development of economy and technology, fewer and fewer young people are willing to invest in agriculture, a

Images