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Detection of total iron content based on improved extreme learning machine.
- Source :
- Spectroscopy Letters; 2022, Vol. 55 Issue 4, p284-289, 6p
- Publication Year :
- 2022
-
Abstract
- The average grade of iron ore is low in China, and it is significant for the effective utilization of iron ore to obtain grades. In the paper, the high-precision model was constructed based on the spectrum of hematite and the multiple hidden layers extreme learning machine with random values and dense connection, which took the output of all previous layers as the input of each hidden layer. It has achieved high precision during the detection of the total iron content for hematite, which meets the requirements for the construction and development of new green and intelligent mines. [ABSTRACT FROM AUTHOR]
- Subjects :
- MACHINE learning
IRON
IRON ores
HEMATITE
SUSTAINABLE development
Subjects
Details
- Language :
- English
- ISSN :
- 00387010
- Volume :
- 55
- Issue :
- 4
- Database :
- Complementary Index
- Journal :
- Spectroscopy Letters
- Publication Type :
- Academic Journal
- Accession number :
- 157107965
- Full Text :
- https://doi.org/10.1080/00387010.2022.2065307