An Intelligent Monitoring System of Environmental Parameters of Strawberry Greenhouse Based on GRNN Neural Network

Abstract

The invention discloses a strawberry greenhouse environment parameter intelligent monitoring system based on GRNN neural network, characterized in that: the monitoring system is composed of a strawberry greenhouse environment parameter acquisition platform based on CAN bus and a greenhouse strawberry output intelligent prediction system, based on The strawberry greenhouse environmental parameter acquisition platform of CAN bus realizes the detection, adjustment and monitoring of the strawberry greenhouse environmental factor parameters. The greenhouse strawberry output intelligent forecasting system includes the greenhouse strawberry yield forecasting subsystem, the strawberry greenhouse temperature forecasting subsystem, and the strawberry greenhouse moisture forecasting subsystem. and greenhouse strawberry production environment parameter correction model; the present invention effectively solves the existing strawberry greenhouse environment without the characteristics of non-linearity, large lag and dynamic change complexity according to strawberry greenhouse parameter changes, and predicts strawberry greenhouse production, thereby greatly affecting Effective management of strawberry greenhouse production.

Description

technical field [0001] The invention relates to the technical field of agricultural greenhouse automation equipment, in particular to an intelligent monitoring system for environmental parameters of a strawberry greenhouse based on a GRNN neural network. Background technique [0002] Strawberry is a perennial evergreen herbaceous berry plant of the genus Strawberry in the Rosaceae family. Strawberry berries are soft and juicy, bright in color, sweet and sour, rich in aroma, rich in various elements needed by the human body; especially rich in vitamin C, rich in nutrition, and loved by people, known as the "Queen of Fruits". According to incomplete statistics, my country's current strawberry planting area has reached 114,000 hm2, with a total output of 2 million tons, making it the world's largest strawberry producer and consumer. The market period of facility strawberries is generally from late December to early January of the following year. The early fruit yield before th...

AI Technical Summary

Problems solved by technology

[0003] The invention provides an intelligent monitoring system for strawberry greenhouse environment parameters based on GRNN neural network. Prediction of greenhouse production, which greatly affects the effective management of strawberry greenhouse production

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