Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

DRNN neural network-based eggplant greenhouse temperature intelligent detection device

A neural network and detection device technology, applied in the field of agricultural greenhouse automation equipment, can solve the problems of large eggplant greenhouse area, complex temperature changes, and affecting the regulation of the eggplant greenhouse environment temperature, so as to improve flexibility, accuracy and reliability. Effect

Active Publication Date: 2019-08-09
HUAIYIN INSTITUTE OF TECHNOLOGY
View PDF8 Cites 14 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

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

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • DRNN neural network-based eggplant greenhouse temperature intelligent detection device
  • DRNN neural network-based eggplant greenhouse temperature intelligent detection device
  • DRNN neural network-based eggplant greenhouse temperature intelligent detection device

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[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 ...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a DRNN neural network-based eggplant greenhouse temperature intelligent detection device. The detection device is characterized in that the detection device is composed of a CAN bus-based eggplant greenhouse environment parameter acquisition platform and an eggplant greenhouse temperature intelligent detection system. An existing eggplant greenhouse monitoring system failsto detect the temperature of the greenhouse environment of eggplants according to characteristics such as the non-linearity and large lag of the temperature change of the environment of an eggplant greenhouse and complex temperature change due to the large area of the eggplant greenhouse, and as a result, the adjustment and control of the temperature of the environment of the eggplant greenhouse is greatly affected, while, with the DRNN neural network-based eggplant greenhouse temperature intelligent detection device adopted, the above problem can be solved.

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...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
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
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com