A Prediction Model of Coal Seam Roof Water Abundance Based on PSO-GA-BP Neural Network

A Prediction Model of Coal Seam Roof Water Abundance Based on PSO-GA-BP Neural Network

With the gradual increase of coal production capacity, the issue of water hazards in coal seam roofs is increasing in prominence. Accurate and effective prediction of the water content of the roof aquifer, based on limited hydrogeological data, is critical to the identification of the central area o...

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Bibliographic Details
Main Authors: Xue Dai, Xiaoqin Li, Yuguang Zhang, Wenping Li, Xiangsheng Meng, Liangning Li, Yanbo Han
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Water
Subjects:
water abundance
particle swarm optimization algorithm
genetic algorithm
BP neural network
FAHP
Online Access:https://www.mdpi.com/2073-4441/15/23/4117

Internet

https://www.mdpi.com/2073-4441/15/23/4117

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