Combined ANN forecast of water-inrush from coal floor

WANG Lianguo; SONG Yang

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Volume 23 Issue 4

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Chinese Journal of Geotechnical Engineering > 2001 > 23(4): 502-505.

WANG Lianguo, SONG Yang. Combined ANN forecast of water-inrush from coal floor[J]. Chinese Journal of Geotechnical Engineering, 2001, 23(4): 502-505.

Citation:

WANG Lianguo, SONG Yang. Combined ANN forecast of water-inrush from coal floor[J]. Chinese Journal of Geotechnical Engineering, 2001, 23(4): 502-505.

Citation:

WANG Lianguo, SONG Yang. Combined ANN forecast of water-inrush from coal floor[J]. Chinese Journal of Geotechnical Engineering, 2001, 23(4): 502-505.

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Combined ANN forecast of water-inrush from coal floor

1.Institute of Civil and Architecture Engineering Shandong University of Science and Technology Tai’an 271019 China 2.Institute of Resource and Environmental Engineering Shandong University of Science and Technology Tai’an

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Published Date: July 26, 2001

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Abstract

Abstract

This paper considers comprehensively water source, water pressure,water impedance strata, and fault etc to establish a combined ANN forecast model of water inrush from coal floor by using genetic algorithms to train ANN. The analysis of actual examples indicates the forecast precision of ANN trained by genetic algorithms is obviously enhanced, so that it makes the predicted result more reliable.
- coal floor,
- water inrush,
- ANN,
- genetic algorithms,
- forecast