Bee colony monitoring system based on artificial neural network

Abstract

The invention discloses a bee colony monitoring system based on an artificial neural network, and belongs to the field of informationized bee breeding. A beehive monitoring device is based on solar power supply, and automatically collects multi-dimensional data such as temperature, humidity, sound, weight, bee access and geographic location information of the beehive to upload to a remote server.The remote server automatically stores the data in a database and invokes multiple artificial neural networks trained by annotated data to perform real-time diagnosis of beehive data. Based on the diagnosis result, the remote server automatically sends a control command to the beehive monitoring device for controlling the opening degree of an electronic control channel and the sound of a specificfrequency emitted by a sound module, thereby realizing the purpose of automatically intervening the bee colony activity and prompting the human intervention, and finally monitoring the status of the beehive, suppressing the bee colony swarming, fleeing and pest and disease invasion, and optimizing the survival environment of the bee colony.

Description

technical field [0001] The invention belongs to the field of intelligent bee breeding, and in particular relates to a bee colony monitoring system based on an artificial neural network. Background technique [0002] Beekeeping is a farming industry with a long history dating back thousands of years. Its purpose is to obtain honey, royal jelly, propolis, pollen, beeswax and other bee products. Due to the short lifespan of individual worker bees, usually only a few tens of days, the bee colony is always in a dynamic balance of alternation of old and new. In the face of climate change, alternation of flowering seasons and other natural environment changes, the bee colony must constantly adjust its own structure to maintain the reproduction of the population. In order to ensure the harvest, beekeepers need to regularly open the beehives to inspect the breeding conditions of the bee colonies so as to implement appropriate manual interventions, such as heat preservation, increas...

AI Technical Summary

Problems solved by technology

However, frequent unpacking will disturb the normal work and rest of bees and destroy the microenvironment inside the hive, resulting in production reduction, flight escape and even population extinction, which makes bee keeping a heavy task and high-tech work

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