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Method and device for identifying minerals

A technology of minerals and sample data, applied in the field of mineral identification, which can solve the problems of high economic and time cost

Active Publication Date: 2021-10-08
INST OF GEOMECHANICS
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The identification of rocks and minerals based on the physical and optical properties of minerals is done manually, with high economic and time costs, and is easily affected by various subjective and objective factors.

Method used

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  • Method and device for identifying minerals
  • Method and device for identifying minerals
  • Method and device for identifying minerals

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Embodiment Construction

[0034] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only It is a part of the embodiments of this application, but not all of them. The components of the embodiments of the application generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations. Accordingly, the following detailed description of the embodiments of the application provided in the accompanying drawings is not intended to limit the scope of the claimed application, but merely represents selected embodiments of the application. Based on the embodiments of the present application, all other embodiments obtained by those skilled in the art wit...

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Abstract

The embodiment of the present application provides a mineral identification method and device, the method includes: obtaining the mineral sample data in the target sampling area; inputting the mineral sample data into the classification model for calculation to obtain the probability value belonging to each type of mineral; When the probability values ​​are all less than the corresponding judgment threshold, store the mineral sample data in the database corresponding to the classification model to obtain an extended classification model; identify minerals according to the extended classification model, and obtain the mineral’s Type, can effectively use chemical composition data to identify minerals.

Description

technical field [0001] This application relates to the field of geological identification, in particular to a mineral identification method and device. Background technique [0002] In geological work, rock ore identification is an extremely important step. The rock samples taken from the field need to be preliminarily processed to meet the requirements of professional instrument identification, and their mineral composition and relative content should be observed. Finally, the rock type and related genetic information can be further determined by combining the observation records in the field. At present, the identification of rocks and minerals is mostly based on the physical and optical properties of minerals, and a few are completed by the analysis of chemical composition data. The identification of rocks and minerals based on the physical and optical properties of minerals is carried out manually, with high economic and time costs, and is easily affected by various sub...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62G06F16/22G06F16/23
CPCG06F16/22G06F16/2308G06F18/2415G06F18/214G06F18/24323
Inventor 王文磊赵洁冀全伟韩凤彬
Owner INST OF GEOMECHANICS
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