Fish, shrimp and holothurian culture decision making system and device based on joint drive of data and knowledge

A decision-making system and ginseng breeding technology, applied in the field of fish and shrimp ginseng breeding decision-making systems and devices, can solve the problems of low nutritional value of aquaculture organisms, low activity, and damage to the interests of farmers, and achieve strong model interpretability and operation The effect of strong and accurate animal development information

Active Publication Date: 2019-11-26
CHONGQING TECH & BUSINESS UNIV +2
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, in the aquatic industry, it is necessary to strictly control the quality of the cultured organisms. If the growth rate of the cultured organisms is too slow, it may be that there is a certain disease in the cultured organisms, which needs to be treated. In addition, the growth rate of the cultured organisms is too slow. harm the interests of farmers
The growth rate of the cultured organisms is too fast, which may be caused by too little activity. The quality of the cultured organisms produced in this way is not high, and the nutritional value of the low-quality cultured organisms is not high. For those who are pursuing a high-quality life, buying Farmed organisms with low nutritional value have low desires, and the relative price of a single product is not high, which will also cause damage to the interests of farmers

Method used

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  • Fish, shrimp and holothurian culture decision making system and device based on joint drive of data and knowledge

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Experimental program
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Effect test

Embodiment 1

[0032] A fish, shrimp and ginseng breeding decision system driven by both data and knowledge, as shown in the attached figure 1 As shown, it includes a database, a model building subsystem, a parameter acquisition subsystem, a breeding decision-making subsystem, and an information control subsystem. The database is preset with genetic factors, normal development information, historical breeding data, and auxiliary decision-making association tables. The genetic factor is the genetic index of the cultured organisms, and the genetic factors of different cultured organisms are different. Normal development information refers to the development process information of farmed organisms under normal circumstances. Breeding organisms can be aquatic products such as fish, shrimp, ginseng, etc., and can also be livestock such as pigs, chickens, and ducks. In this embodiment, for the convenience of explanation, the farming organisms are defined as carp, that is, the genetic factors are t...

Embodiment 2

[0050] The difference between this embodiment and the first embodiment lies in: the construction of the animal growth model and the use of the animal growth model to generate animal development information.

[0051] The model building module is used to establish a KDDM model based on a composite coupling method (a model driven by data and knowledge), and the KDDM module is used to generate production potential according to the input impact factors, and output animal development information according to the production potential.

[0052] The model training module is used to obtain historical breeding data from the database one by one as the training set to train the KDDM model. After the training is completed, the animal growth model (that is, the animal growth model driven by data and knowledge) is obtained. The animal growth model can be based on the input Impact Factor outputs animal development information and stores animal growth models in the database.

[0053] The model ...

Embodiment 3

[0055] In the process of fish eating, there may be a situation where the fish eats too little food, which leads to the slow growth of the fish, or it may happen that the fish eats too much food, which causes the fish to grow too fast. If the fish grows too slowly, the economic benefits will also be reduced. If the fish grows too fast, the meat quality will be poor, which will also lead to a low value of a single product, which will affect the overall economic benefits. Therefore, during the breeding process, this should be avoided. Two situations.

[0056] The difference between this embodiment and Embodiment 1 or Embodiment 2 lies in that the fish, shrimp and ginseng breeding decision-making system driven by data and knowledge also includes a feeding control subsystem and a water flow control device.

[0057] The feeding duration calculation module is used to send the feeding duration to the feeding control subsystem.

[0058] Feed control subsystem, including:

[0059] The...

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Abstract

The invention relates to the technical field of aquaculture, in particular to a fish, shrimp and holothurian culture decision making system and device based on joint drive of data and knowledge. The system comprises a model constructing subsystem, a parameter obtaining subsystem, a culture decision making subsystem and an information control subsystem; the model constructing subsystem is used forestablishing a KDDM, and training the KDDM to generate an animal growth model; the parameter obtaining subsystem is used for obtaining influence parameters and generating influence factors according to the influence parameters; the culture decision making subsystem is used for obtaining the animal growth model, generating animal development information according to the animal growth model and theinfluence factors, and generating decision making information according to the animal development information; the information control subsystem is used for generating control information according tothe decision making information to control the culture device to perform culture. By means of the fish, shrimp and holothurian culture decision making system and device, culture personnel can be assisted in performing culture, so that high-quality cultured organisms are obtained.

Description

technical field [0001] The invention relates to the technical field of aquaculture, in particular to a system and device for fish, shrimp and ginseng breeding decision-making driven by data and knowledge. Background technique [0002] At present, in the aquatic industry, it is necessary to strictly control the quality of the cultured organisms. If the growth rate of the cultured organisms is too slow, it may be that there is a certain disease in the cultured organisms, which needs to be treated. In addition, the growth rate of the cultured organisms is too slow. Will cause harm to the interests of farmers. The growth rate of the cultured organisms is too fast, which may be caused by too little activity. The quality of the cultured organisms produced in this way is not high, and the nutritional value of the low-quality cultured organisms is not high. For those who are pursuing a high-quality life, buying Farmed organisms with low nutritional value have low desires, and the r...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A01K61/00A01K61/80A01K63/00G06Q10/06G06Q50/02
CPCA01K61/00A01K63/00A01K61/80G06Q10/0637G06Q10/067G06Q50/02Y02A40/81
Inventor 郭智威曾闻茹陈猷鹏于歆申渝王建辉陈佳
Owner CHONGQING TECH & BUSINESS UNIV
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