Data-driven solutions for inverse elemental modeling
US-11821857-B2 · Nov 21, 2023 · US
US11953455B1 · US · B1
| Field | Value |
|---|---|
| Publication number | US-11953455-B1 |
| Application number | US-202318401182-A |
| Country | US |
| Kind code | B1 |
| Filing date | Dec 29, 2023 |
| Priority date | Jan 17, 2023 |
| Publication date | Apr 9, 2024 |
| Grant date | Apr 9, 2024 |
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An ore component analysis device and method are provided, the analysis device comprises: a sample containing device configured to place an ore sample to be detected; an excitation unit configured to output X-rays with continuously adjustable energy; a detector configured to detect the secondary X-rays; a signal processing unit configured to amplify, shape and classify the secondary X-rays to obtain counts and energy of the secondary X-rays; a data processing device comprising a processor configured to execute a storage module, a matching module, a count correction module, a peak seeking module, a calculation module and a content correction module stored in a memory, so as to obtain elements and contents thereof in the ore sample. The present application can be directly applied to production line for qualitative and quantitative analysis of ore components.
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The invention claimed is: 1. An ore component analysis device, comprising: a sample containing device, which is configured to place an ore sample to be detected; an excitation unit, which is arranged above the sample containing device and configured to output X-rays with continuously adjustable energy, so that the X-rays interact with the ore sample to be detected and excite the ore sample to generate secondary X-rays; a detector, which is arranged above the sample containing device and configured to detect the secondary X-rays; a signal processing unit, which is connected to the detector and configured to amplify, shape and classify the secondary X-rays detected by the detector to obtain counts and energy of the secondary X-rays; and a data processing device, which is connected to the signal processing unit and configured to analyze and calculate data processed by the signal processing unit, wherein the data processing device comprises a processor and a memory, and the processor is configured to execute following program modules stored in the memory: a storage module, which is configured to store known elements and energy and occurrence probability of X-rays corresponding to the elements; a matching module, which is configured to match the energy of the secondary X-rays with the energy of the X-rays corresponding to the known elements stored in the storage module so as to determine elements corresponding to the secondary X-rays and obtain occurrence probability of the secondary X-rays; a count correction module, which is configured to correct the counts of the secondary X-rays according to attenuation efficiency of the secondary X-rays in the air to obtain a corrected energy spectrum of the secondary X-rays; a peak seeking module, which seeks peaks on the corrected energy spectrum of the secondary X-rays and calculates peak area of each peak; a calculation module, which calculates content of each element in the ore sample according to the peak area and the occurrence probability of the secondary X-rays, where the content P i of an element i is expressed as: P i = I i ∑ I i = A i / ( ε i × ε j ) ∑ A i / ( ε i × ε j ) , ( 1 ) where I i is an intensity of the element i, A i is the peak area of the element i, ε i is the occurrence probability of the secondary X-rays of the element i, and ε j is intrinsic detection efficiency of the detector for the secondary X-rays of the element i; and a content correction module, which is configured to perform matrix effect correction on the content of each element calculated by the calculation module by using a measurement result of a standard ore sample to obtain final content of each element in the ore sample. 2. The ore component analysis device according to claim 1 , wherein an included angle formed by the excitation unit, the sample containing device and the detector is 45° to 135°. 3. The ore component analysis device according to claim 1 , wherein the processor is further configured to execute a display module and an Internet of Things module stored in the memory; the display module and the Internet of Things module are connected to the content correction module, respectively; the display module is configured to display the final content of each element in the ore sample; and, the Internet of Things module is configured for connection to an external data monitoring platform. 4. The ore component analysis device according to claim 1 , wherein the sample containing device comprises: a rotating member, above which the excitation unit and the detector are located; a sample container, which is placed in the rotating member and configured to place the ore sample to be detected; and a driving member, having an output shaft which is coupled to a bottom of the rotating member and configured to drive the rotating member to rotate. 5. The ore component analysis device according to claim 4 , wherein the processor is further configured to execute a control module stored in the memory; the control module is connected to the driving member and configured to control the driving member to drive the rotating member rotate at a set angle α every set time T, so that the detector performs multi-point detection on the ore sample to be detected to obtain an average value. 6. The ore component analysis device according to claim 1 , wherein the excitation unit comprises: a high-voltage power source, which is configured to output high-voltage power with different voltages; and a controllable X-ray excitation source, which is electrically connected to the high-voltage power source and configured to output the X-rays with continuously adjustable energy according to the different voltages output by the high-voltage power source, so that the X-rays interact with the ore sample to be detected and excite the ore sample to generate the secondary X-rays. 7. The ore component analysis device according to claim 1 , wherein the signal processing unit comprises: a signal amplifier, which is connected to the detector and configured to amplify and shape the secondary X-rays detected by the detector; and a multichannel pulse amplitude analyzer, which is connected to the signal amplifi
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