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Intelligent plant cultivation system based on data driving and using method thereof

A plant cultivation, data-driven technology, applied in the field of intelligent plant cultivation system, can solve the problem of inability to accurately adjust the soil environment of flowers and plants, and achieve the effect of ensuring universality

Active Publication Date: 2021-01-08
ZHONGYUAN ENGINEERING COLLEGE
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of the deficiencies in the above-mentioned background technology, the present invention proposes a data-driven intelligent plant cultivation system and its application method. The automatic management system that automatically adjusts the amount of watering and fertilization according to the different types, regions, and seasons of flower plants, thus solving the technical problem that the soil environment required by flower plants cannot be precisely adjusted in the existing plant cultivation process

Method used

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  • Intelligent plant cultivation system based on data driving and using method thereof
  • Intelligent plant cultivation system based on data driving and using method thereof
  • Intelligent plant cultivation system based on data driving and using method thereof

Examples

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Embodiment 1

[0037] Example 1, such as figure 1As shown, a data-driven intelligent plant cultivation system can automatically determine and control soil moisture and pH according to the plant species, region, and season, based on the experience of experts in cultivating plants and data mining technology. Based on the trained CatBoost classifier and plant, season, geographic location and other information, the system confirms the soil moisture and pH information to be maintained, and automatically adjusts the soil environment for plant growth through the detection module and adjustment module of soil moisture and pH . The system includes a central processing module, a wireless communication module, a server and a mobile terminal, the mobile terminal is an APP terminal of a mobile phone, the mobile terminal is connected to the server, and the server is connected to the central processing module through a wireless communication module; the central processing module is connected through a wire...

Embodiment 2

[0048] Embodiment 2, a method of using a data-driven intelligent plant cultivation system, which gathers cultivation data and records of a large number of experts cultivating different flower plants, and trains these data through a CatBoost classifier to obtain different dimensions, different seasons, and different flowering periods. The proper value of soil humidity and pH; it integrates various sensor modules in different forms, such as the soil moisture detection module based on the CSF11 soil moisture transmitter, and the soil pH detection module based on the X8W850-H1 wireless soil pH sensor. Real-time monitoring of the status of flowers and plants during the cultivation process lays the foundation for precise adjustment; at the same time, an image acquisition and processing module based on OpenMV4 H7 machine vision is introduced to collect and compare image information of flowers and plants in real time. The user intervenes in manual adjustment, and inputs the adjusted in...

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Abstract

The invention provides an intelligent plant cultivation system based on data driving and a using method of the intelligent plant cultivation system. The intelligent plant cultivation system is used for solving the technical problem that in the existing plant cultivation process, the soil environment needed by flower plants cannot be accurately adjusted. The system comprises a central processing module, a wireless communication module, a server and a mobile terminal, the mobile terminal is connected with the server, and the server is connected with the central processing module through the wireless communication module; the central processing module is connected with an image acquisition module, a humidity detection module, a pH value detection module, a water quantity control module and apH value adjustment module through the wireless communication module; and the central processing module, the humidity detection module, the pH value detection module, the water quantity control moduleand the pH value adjustment module are all arranged on an intelligent flowerpot. By means of a complete software and hardware control system, the watering quantity and the fertilizing quantity are automatically adjusted according to the plant variety, the region and the season, and full-automatic adjustment of the plant growth environment and system safety monitoring are achieved.

Description

technical field [0001] The invention relates to the technical field of flower plant cultivation, in particular to a data-driven intelligent plant cultivation system and its use method. Background technique [0002] Along with improving constantly of people's living standard, more and more families pay attention to comfortable, healthy environment, and cultivating some potted flowers at home has become the choice of more and more people, which is both pleasing to the eye and can purify the air. But cultivating a pot of plants requires a lot of hard work and energy, especially for rare varieties that require a lot of experience and professional knowledge. [0003] With the popularization of smart home and the development of smart technology, more and more smart flower pots realize the cultivation of flower varieties through automatic control technology and smart Internet of Things technology. However, the smart flowerpots on the market have a single function. They only realiz...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A01G27/00G01N33/24
CPCA01G27/003A01G27/008G01N33/24G01N33/245
Inventor 王海泉苏孟豪温盛军张姗姗赵宇轩李昊泽
Owner ZHONGYUAN ENGINEERING COLLEGE