Prediction of Coal Face Gas Concentration by Multi-Scale Selective Ensemble Hybrid Modeling

A selective ensemble hybrid modeling prediction method based on wavelet transformation is proposed to improve the fitting and generalization capability of the existing prediction models of the coal face gas concentration, which has a strong stochastic volatility. Mallat algorithm was employed for...

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Bibliographic Details
Main Authors: WU Xiang, YANG Zhong-ru, Zhang Li, Pilati Silvia
Format: Article
Language:English
Published: Eastern Macedonia and Thrace Institute of Technology 2014-06-01
Series:Journal of Engineering Science and Technology Review
Subjects:
Online Access:http://www.jestr.org/downloads/Volume7Issue2/fulltext87214.pdf