Coal geological component data analysis method and analysis and calculation equipment

An analysis method and data analysis technology, applied in the field of data processing, can solve the problems of complicated export process of hierarchical clustering analysis results, inconvenient operation, and troubled researchers, so as to avoid calculation errors, improve reliability, and cluster coal geological components. Intuitive effect of tree diagram

Inactive Publication Date: 2021-04-16
CHINA UNIV OF MINING & TECH (BEIJING)
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Problems solved by technology

However, unfortunately, in most cases, researchers will not evaluate the consequences of doing so, but directly apply the calculation method of European data
[0005] In order to eliminate or reduce the problems of hierarchical clustering of component data, researchers often need to independently program the conversion algorithm of component data to Euclidean sp

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  • Coal geological component data analysis method and analysis and calculation equipment
  • Coal geological component data analysis method and analysis and calculation equipment
  • Coal geological component data analysis method and analysis and calculation equipment

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Embodiment Construction

[0032] figure 1 is a schematic diagram of a method for analyzing coal geological composition data according to an embodiment of the present invention. The analysis method of the coal geological composition data in this embodiment may generally include:

[0033] Step S102, acquiring data to be analyzed and data analysis setting parameters.

[0034] The data to be analyzed includes the composition data of the coal sample to be tested, which can be obtained by various detection means. The means of obtaining the data to be analyzed are: read the data file to be analyzed; analyze the data file to obtain the data to be screened; remove non-numeric sample data and out-of-limit values ​​from the data to be screened, and use the removed data as the data to be analyzed data.

[0035] The data file to be analyzed can be a data table, which stores various coal geological composition data in rows or columns, and the coal geological composition data can be obtained by detecting coal samp...

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Abstract

The invention provides a coal geological component data analysis method and analysis and calculation equipment. The analysis method comprises the steps of acquiring to-be-analyzed data and data analysis setting parameters, wherein the to-be-analyzed data comprise component data of a to-be-detected coal sample, and the data analysis setting parameters comprise conversion algorithm parameters and clustering algorithm parameters, and , and acquiring through a preset graphical user interface configured with a parameter selection box; calling a conversion algorithm corresponding to the conversion algorithm parameter to convert the to-be-analyzed data so as to convert the to-be-analyzed data into Euclidean data; calling a clustering algorithm corresponding to the conversion algorithm parameter to perform hierarchical clustering operation on the Euclidean data obtained by conversion; and generating a coal geological component clustering tree diagram according to an operation result of the hierarchical clustering operation. According to the scheme, the whole process of data conversion, hierarchical clustering and graphic output is conveniently completed, and a data basis is provided for researchers in related fields.

Description

technical field [0001] The invention relates to data processing, in particular to an analysis method and analysis and calculation equipment for coal geological composition data. Background technique [0002] The analysis of coal geological composition data is of great significance, for example, it can provide necessary data for the research on the release of toxic components in coal, the source of minerals, and the recovery of metals in coal ash. In addition to traditional physical and chemical analysis, some statistical methods are also used in the prior art to study the geological composition data in coal. However, in actual research, the analysis of most coal geological composition data is not accurate, and misleading results often appear. [0003] In the study of coal geological composition, there is a large amount of composition data. For example, the test results of very common coal samples, the unit is either % or μg / g, which are all composition data. Compositional...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06F3/0484
Inventor 许娜徐传鹏彭蒙蒙杨宇辰何立志黄斌
Owner CHINA UNIV OF MINING & TECH (BEIJING)
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