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Intelligent plant breeding method and system based on data analysis

A technology of data analysis and cultivation methods, applied in the direction of electrical digital data processing, special data processing applications, instruments, etc., can solve the problems of providing suitable growth environment for plants and deviation of plant growth from expected indicators, etc.

Inactive Publication Date: 2017-05-10
CHONGQING UNIVERSITY OF SCIENCE AND TECHNOLOGY
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  • Abstract
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Problems solved by technology

[0004] The present invention provides a plant intelligent cultivation method and system based on data analysis to solve the problem in the prior art that the plant growth condition deviates from the expected index due to the inability to provide a suitable growth environment for the plant in the plant cultivation process

Method used

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  • Intelligent plant breeding method and system based on data analysis
  • Intelligent plant breeding method and system based on data analysis
  • Intelligent plant breeding method and system based on data analysis

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Embodiment Construction

[0021] figure 1 It shows the flow of the intelligent plant cultivation method based on data analysis according to the embodiment of the present invention.

[0022] Such as figure 1 Shown, the plant intelligent cultivation method based on data analysis of the present invention comprises:

[0023] Step S1: Collect plant species, growth period, soil humidity, soil pH, light intensity, ambient temperature, ambient humidity, images, watering amount, fertilization amount, and fertilization type to form an influencing factor matrix X, and upload it to the server; Among them, watering amount, fertilization amount and fertilization type constitute decision variables.

[0024] Get the health index y of the plant through statistics 1 The most influential variable is: plant species x 1 , growth period x 2 , soil moisture x 3 , soil pH x 4 , light intensity x 5 , ambient temperature x 6 , ambient humidity x 7 , image x 8 , Watering amount x 9 , fertilization amount x 10 , fert...

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Abstract

The invention provides an intelligent plant breeding method and system based on data analysis, wherein the method compromises: collecting the varieties of plants, growing season, soil moisture, soil PH value, light intensity, environment temperature, environment humidity, watering quantity, fertilizer quantity, fertilizer types; forming a matrix X of influential factors and uploading the matrix X to the server, wherein the decision variables are formed by the watering quantity, the fertilizer quantity and the fertilizer types; by utilizing Elman Neural Network in the server, setting up a nonlinear relationship between the matrix X of influential factors and plant health index to get a plant breeding model; optimizing the plant breeding model by utilizing the MOEA / D algorithm to attain a set of optimal solutions of the decision variables; regarding the set of the optimal solutions as the recommended decisions for plans and sending the decisions to the terminal equipment of users through the server to display. Users plant according to the recommended decisions displayed by the terminal equipment. The intelligent plant breeding method and system based on data analysis can ensure the optimal plant breeding scheme and create a better living environment for plants.

Description

technical field [0001] The invention relates to the field of intelligent cultivation of plants, in particular to a method and system for intelligent cultivation of plants based on data analysis. Background technique [0002] With the rapid development of the national economy, potted plants have entered thousands of households as a way to increase living comfort. But because most plant owners lack experience in planting plants, the plants grow in a sub-healthy environment for a long time. On the other hand, due to limited indoor space, plant owners will require plants to have different degrees of denseness according to their own conditions, so as to avoid space waste. [0003] At present, the problem that needs to be solved urgently is to establish a comprehensive plant cultivation model and feed back the plant health indicators to users, so that users can make timely adjustments to the plant cultivation plan. The various factors affecting the health of plants often reflect...

Claims

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Application Information

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IPC IPC(8): G06F19/00
CPCG16Z99/00
Inventor 李太福李家庆陈实周伟吴凌李晓亮唐海红白竣仁杜明华易军
Owner CHONGQING UNIVERSITY OF SCIENCE AND TECHNOLOGY
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