An intelligent temperature detection device for eggplant greenhouse based on drnn neural network

A neural network and detection device technology, applied in the field of agricultural greenhouse automation equipment, can solve problems such as regulation affecting the ambient temperature of eggplant greenhouses, complex temperature changes in large eggplant greenhouses, etc. Effect

Active Publication Date: 2021-01-01
HUAIYIN INSTITUTE OF TECHNOLOGY
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Problems solved by technology

[0005] The invention provides an intelligent temperature detection device for eggplant greenhouse based on DRNN neural network. The invention effectively solves the non-linearity, large lag and large temperature change of the eggplant greenhouse area that the existing eggplant greenhouse monitoring system does not change according to the environmental temperature change of the eggplant greenhouse. Complex and other characteristics, the temperature of the eggplant greenhouse environment is detected, which greatly affects the regulation of the temperature of the eggplant greenhouse environment

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  • An intelligent temperature detection device for eggplant greenhouse based on drnn neural network
  • An intelligent temperature detection device for eggplant greenhouse based on drnn neural network
  • An intelligent temperature detection device for eggplant greenhouse based on drnn neural network

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[0031] combined with Figure 1-6 , further describe the technical solution of the present invention:

[0032] 1. Design of the overall function of the system

[0033] The invention realizes the detection of the environmental factor parameters of the eggplant greenhouse and the fusion and prediction of the environmental temperature of the eggplant greenhouse. The system is composed of two parts: an eggplant greenhouse environment parameter acquisition platform based on CAN bus and an eggplant greenhouse temperature intelligent detection system. The eggplant greenhouse environment parameter acquisition platform based on CAN bus includes the detection node 1 of the eggplant greenhouse environment parameters and the control node 2 for adjusting the eggplant greenhouse environment parameters. The measurement and control network is constructed by CAN bus to realize the detection node 1, control node 2 and on-site monitoring On-site communication between terminals 3; detection node ...

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Abstract

The invention discloses an intelligent detection device for eggplant greenhouse temperature based on DRNN neural network, which is characterized in that: the detection device is composed of two parts: an eggplant greenhouse environment parameter acquisition platform based on CAN bus and an eggplant greenhouse temperature intelligent detection system; The invention effectively solves the problem that the existing eggplant greenhouse monitoring system does not detect the temperature of the eggplant greenhouse environment according to the characteristics of nonlinearity, large lag, and complex temperature changes of the eggplant greenhouse environment, which greatly affects the eggplant greenhouse environment. Regulation of ambient temperature.

Description

technical field [0001] The invention relates to the technical field of agricultural greenhouse automation equipment, in particular to an intelligent temperature detection device for eggplant greenhouses based on a DRNN neural network. Background technique [0002] Eggplant is a widely cultivated vegetable species in various parts of my country. Eggplant likes warm climates and is often damaged by low temperatures, which affects yield and quality. With the change of cultivation methods and the improvement of people's living standards, the demand for special eggplant varieties for low-temperature-resistant protected cultivation is also increasing. Eggplant is native to India and is a temperature-loving plant. Plants grow slowly below 15°C, and stems and leaves will be damaged below 5°C. With the expansion of eggplant cultivation area in my country's protected areas, low temperature weather is often encountered during seedling cultivation in early spring, which is seriously ha...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G01W1/02G01W1/10G06K9/62G06N3/04G06N3/08
CPCG01W1/02G01W1/10G06N3/08G06N3/044G06F18/23G06F18/241
Inventor 马从国姜仲秋芦宇凡史文云杨玉东陈亚娟丁晓红王建国
Owner HUAIYIN INSTITUTE OF TECHNOLOGY
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