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A hybrid optimization method for batching and scheduling of fully automatic immunoassay equipment

A technology of inspection equipment and optimization methods, applied in the direction of material inspection products, analytical materials, instruments, etc., can solve the problems of low inspection efficiency of automatic immune inspection equipment, and achieve the goal of reducing the time required for inspection, improving flexibility and improving efficiency. Effect

Active Publication Date: 2021-12-21
SOUTH CHINA UNIV OF TECH
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AI Technical Summary

Problems solved by technology

[0004] In view of the low inspection efficiency of automatic immune testing equipment in batch immune testing, the present invention provides a hybrid optimization method for batching and scheduling of fully automatic immune testing equipment

Method used

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  • A hybrid optimization method for batching and scheduling of fully automatic immunoassay equipment
  • A hybrid optimization method for batching and scheduling of fully automatic immunoassay equipment
  • A hybrid optimization method for batching and scheduling of fully automatic immunoassay equipment

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Embodiment Construction

[0097] The present invention has been described in detail in the foregoing part of the summary of the invention, and the implementation of the present invention will be further described below in conjunction with the accompanying drawings. The following content is only an embodiment, and is not a limitation to the protection scope of the present invention.

[0098] like figure 1 A fully automatic immunoassay equipment batching and dispatching hybrid optimization method shown includes the following steps:

[0099] S1. Read the information of the blood sample to be tested, read the information of the sub-testing machine in the equipment, and read the test step information of the item to be tested from the database;

[0100] Step S1-1 reads the information of the blood sample to be tested, defines the blood samples of the same test item as a batch, and defines each batch as L i , L i The total number of blood samples included is the batch SL i , where i=0,1,2,...,NL-1, NL is t...

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Abstract

The invention discloses a method for batching and scheduling mixed optimization of fully automatic immune testing equipment, comprising the following steps: S1, reading the information of the blood sample to be tested, reading the information of the sub-testing machine in the equipment, and reading the information of the item to be tested from the database Inspection step information; S2. Establish a hybrid optimization model of sub-batch division and inspection sequence scheduling based on the data obtained in step S1; S3. Perform hybrid optimization based on the multi-population cooperative migratory bird migration algorithm for sub-batch division and inspection sequence scheduling to obtain the total inspection time The shortest sub-batch division sequence and inspection order sequence; S4, generate a specific scheduling plan according to the sub-batch division sequence and inspection order sequence; S5, convert the scheduling plan into an operation instruction sequence for several sub-inspection machines in the equipment, so that the equipment in the equipment All inspection machines are inspected under unified scheduling. The invention calculates optimal sub-batch division through migratory bird migration algorithm, improves the flexibility of inspection, and improves the efficiency of batch inspection.

Description

technical field [0001] The invention belongs to the technical field of biomedical equipment, and in particular relates to a batching and scheduling mixed optimization method for fully automatic immune testing equipment. Background technique [0002] At present, fully automatic immune testing equipment has been used in the immune testing of hospitals and testing institutions. The steps of immunological testing are complicated, and the efficiency and accuracy of manual testing are low. However, the fully automatic immune testing equipment will automatically complete all the testing steps and maintain a high testing accuracy. The equipment mainly includes three kinds of seed inspection machines, namely, the incubation oscillator inspection machine, the plate washing inspection machine, and the enzyme-linked detection sub-test machine, which respectively complete the three steps of incubation shaking, plate washing, and enzyme-linked detection in the immunoassay process. . In ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G01N35/00G01N33/53
CPCG01N35/0092G01N33/5302
Inventor 张梅朱金辉袁鹏谭映彤
Owner SOUTH CHINA UNIV OF TECH
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