A smart management system based on digital farms

By designing a smart management system based on digital farms, combining image acquisition and deep learning technology, analyzing the growth status of crops and taking corresponding measures, the problem of not effectively regulated crop growth status in the existing technology has been solved, and the efficiency and quality of agricultural management have been improved.

CN118261488BActive Publication Date: 2025-03-28ZHONGKE TUZHITIANXIA (ANHUI) BIG DATA TECH CO LTD
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Patent Information

Application Number
CN202410463640.X
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2024-04-17
Publication Date
2025-03-28
Estimated Expiration
2044-04-17

AI Technical Summary

Technical Problem

The prior art only monitors and processes the farm environment in real time, and does not regulate the environment in combination with the growth conditions of crops, resulting in low management efficiency and low management quality.

Method used

A smart management system based on digital farms is designed, including information collection module, evaluation module and execution module. Images of the planting area are collected through image acquisition equipment, crop images are separated using CNN neural network model, combined with pest recognition models and growth information analysis, the growth status of crops is judged, and corresponding measures are taken.

Benefits of technology

A comprehensive assessment and monitoring of crop growth conditions has been achieved, potential problems can be discovered in a timely manner, efficiency and quality of agricultural production can be improved, and labor costs can be reduced.

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Abstract

The invention discloses a smart management system based on a digital farm, relates to the technical field of digital farm management, and solves the technical problems that the prior art only monitors and processes the farm environment in real time, does not regulate the environment in combination with the growth conditions of crops, lacks pertinence, and leads to low farm management efficiency and low management quality; the information acquisition module of the invention acquires planting area images; the evaluation module separates non-crop features from the planting area images to obtain images of crops to be detected; the pest and disease conditions and spectrum of crops are analyzed based on the images of crops to be detected, and the height of crops is detected by a laser radar device, thereby judging the growth conditions of crops; the execution module takes corresponding measures according to the growth conditions of crops; the real-time monitoring of the growth conditions of crops is realized, and potential problems are discovered in time; and the farm management efficiency and quality are improved.
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