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A fog computing monitoring technology for the cultivation of famous flowers and medicinal plants in an intelligent plant factory environment

A medicinal plant, fog computing technology, applied in specific environment-based services, telemetry/remote control selection devices, instruments, etc., can solve the problems such as difficult breakthrough in network delay and slow decline.

Active Publication Date: 2022-08-02
ZHEJIANG UNIV CITY COLLEGE
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Although the existing monitoring technology for the fine cultivation of plant factories provides an efficient computing platform for various environmental perception data processing, the current growth rate of network bandwidth is far behind the growth rate of data, and the decline rate of network bandwidth costs is faster than CPU The decline in the cost of hardware resources such as memory and memory is much slower. At the same time, the complex network environment makes it difficult to make a breakthrough in network latency.

Method used

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  • A fog computing monitoring technology for the cultivation of famous flowers and medicinal plants in an intelligent plant factory environment
  • A fog computing monitoring technology for the cultivation of famous flowers and medicinal plants in an intelligent plant factory environment
  • A fog computing monitoring technology for the cultivation of famous flowers and medicinal plants in an intelligent plant factory environment

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Embodiment 1

[0052] A monitoring system for a famous flower and medicinal plant cultivation factory in an intelligent plant factory environment, comprising: a plant factory data acquisition module, a fog acquisition module, a cloud storage module and a monitoring system visualization module; the plant factory data acquisition module is connected through WiFi or Bluetooth The fog collecting module is connected for data transmission, the fog collecting module uploads data to the cloud storage module, and the monitoring system visualization module reads data from the cloud storage module. The plant factory data acquisition module is provided with sensors, and the sensors include a temperature sensor, a carbon dioxide sensor and a humidity sensor; the fog acquisition module is used for data scale estimation, adaptive sampling and adaptive filtering; the cloud storage module It is used for uploading data to the cloud and backing up the data locally; the monitoring system visualization module is ...

Embodiment 2

[0054] The fog computing monitoring technology of the monitoring system for the cultivation factory of famous flowers and medicinal plants under the environment of the intelligent plant factory according to the present invention includes the following steps, such as: figure 1 shown:

[0055] A. Divide the plant factory into regions, and deploy several local devices in each region to collect sensing data such as temperature, humidity, carbon dioxide, etc.:

[0056] Step A includes the following steps:

[0057] Build a sensor network and collect relevant information, such as temperature and humidity, carbon dioxide, and soil pH, according to the monitoring strategy of the fog computing module. The monitoring area is divided for each local fog computing device, and the relevant data collected by all sensors in the monitoring area is transmitted to the local device for subsequent forwarding.

[0058] B. After each local device collects the sensing data, it estimates the subseque...

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Abstract

The invention relates to a fog computing monitoring technology for the cultivation of famous flowers and medicinal plants under the environment of an intelligent plant factory. Module; Step 2. After each local device collects the sensor data, it estimates the subsequent data scale locally through a lightweight data scale estimation model to adjust the forwarding amount, and at the same time uses the local adaptive sampling model and adaptive filtering model. The sensor data is processed, and finally the processed sensor data is forwarded to the cloud server through the forwarding device according to the adjusted forwarding amount. The beneficial effects of the present invention are: the present invention estimates the transmission flow based on the lightweight estimation model for the environmental parameter data collected by the sensor during the growth process of the famous flowers, filters the sensing data flow through adaptive sampling and adaptive filtering technology, and uses fog The calculation enables real-time monitoring of the appropriate amount of effective sensor data.

Description

technical field [0001] The invention relates to the field of monitoring technology based on fog computing mode, and particularly includes a fog computing monitoring technology for cultivation of famous flowers and medicinal plants in an environment of an intelligent plant factory; an approximate estimation of low power consumption by establishing sensing data collection in the environment of a plant factory Model, adaptive sampling model and adaptive filtering model to realize the monitoring of environmental parameters for the cultivation of famous flowers and medicinal plants in the environment of intelligent plant factories. Background technique [0002] With the development of modern biotechnology, planting technology and Internet of Things technology, plant factories use thermal insulation and opaque materials as the enclosure structure, strictly control the gas exchange with the external environment, and use artificial light sources to provide light for plants, making th...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04Q9/00H04L67/12H04W4/38H04W4/80H04W84/18G16Y10/05G16Y20/10G16Y40/20
CPCH04L67/025H04L67/12H04W4/38H04W4/80H04W84/18G16Y10/05G16Y20/10G16Y40/20
Inventor 陈垣毅郑增威周铭煊霍梅梅陈丹蔡建平
Owner ZHEJIANG UNIV CITY COLLEGE