A Wavelet-Based Robust Relevance Vector Machine Based on Sensor Data Scheduling Control for Modeling Mine Gas Gushing Forecasting on Virtual Environment
Joint Authors
Ting, Wang
Lin-qin, Cai
Yao, Fu
Tingcheng, Zhu
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-4, 4 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-06-13
Country of Publication
Egypt
No. of Pages
4
Main Subjects
Abstract EN
It is wellknown that mine gas gushing forecasting is very significant to ensure the safety of mining.
A wavelet-based robust relevance vector machine based on sensor data scheduling control for modeling mine gas gushing forecasting is presented in the paper.
Morlet wavelet function can be used as the kernel function of robust relevance vector machine.
Mean percentage error has been used to measure the performance of the proposed method in this study.
As the mean prediction error of mine gas gushing of the WRRVM model is less than 1.5%, and the mean prediction error of mine gas gushing of the RVM model is more than 2.5%, it can be seen that the prediction accuracy for mine gas gushing of the WRRVM model is better than that of the RVM model.
American Psychological Association (APA)
Ting, Wang& Lin-qin, Cai& Yao, Fu& Tingcheng, Zhu. 2013. A Wavelet-Based Robust Relevance Vector Machine Based on Sensor Data Scheduling Control for Modeling Mine Gas Gushing Forecasting on Virtual Environment. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-4.
https://search.emarefa.net/detail/BIM-1009924
Modern Language Association (MLA)
Ting, Wang…[et al.]. A Wavelet-Based Robust Relevance Vector Machine Based on Sensor Data Scheduling Control for Modeling Mine Gas Gushing Forecasting on Virtual Environment. Mathematical Problems in Engineering No. 2013 (2013), pp.1-4.
https://search.emarefa.net/detail/BIM-1009924
American Medical Association (AMA)
Ting, Wang& Lin-qin, Cai& Yao, Fu& Tingcheng, Zhu. A Wavelet-Based Robust Relevance Vector Machine Based on Sensor Data Scheduling Control for Modeling Mine Gas Gushing Forecasting on Virtual Environment. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-4.
https://search.emarefa.net/detail/BIM-1009924
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1009924