Bee colony monitoring system based on artificial neural network

A monitoring system and bee colony technology, which is applied in the field of bee colony monitoring system based on artificial neural network, can solve the problems of disturbing the normal work and rest of bees, destroying the microenvironment of beehives, and flying away, so as to meet different operation requirements and improve the accuracy of state recognition rate, the effect of inhibiting the separation of bees

Inactive Publication Date: 2018-09-28
洪葳
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Problems solved by technology

However, frequent unpacking will disturb the normal work and rest of bees and destroy the microenvironment inside the hive, result

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  • Bee colony monitoring system based on artificial neural network
  • Bee colony monitoring system based on artificial neural network
  • Bee colony monitoring system based on artificial neural network

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[0038] In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with embodiments. The exemplary embodiments of the present invention and the description thereof are only used to explain the present invention, and not as a limitation to the present invention.

[0039] Such as image 3 As shown, the solar-based beehive monitoring device includes a load cell 3, a solar cell 4, an electric control channel 5, and a system main body 6. Among them, the system main body 6 includes six basic components: an appeal controller, a wireless communication module, a sound module, a temperature sensor, a humidity sensor, and an access sensor, as well as a display module, a satellite positioning module, a geomagnetic orientation module, a motion sensing module, a carbon dioxide sensor, and an oxygen sensor. Six configurable components of the content sensor.

[0040] Among them...

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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...

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Application Information

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IPC IPC(8): G05B19/04A01K47/06G01D21/02G06N3/08
CPCA01K47/06G01D21/02G05B19/04G06N3/08Y02P60/00
Inventor 洪葳洪健
Owner 洪葳
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