A gas outburst prediction algorithm based on Choquet fuzzy integral

被引：1
|
作者：
Ma, Qinglin [1 ]
机构：
[1] China Univ Min & Technol, Sch Informat & Elect Engn, Xuzhou 221116, Peoples R China
来源：
PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL III | 2009年
关键词：
Choquet fuzzy integral; (q-)measure; Data fusion; Gas outburst;
D O I：
10.1109/GCIS.2009.361
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Since most existing gas monitoring methods depend on the measurement of single sensor, it is difficult to predict gas outburst accurately for the whole mining area. To deal with the problem, a gas outburst prediction algorithm based on the Choquet fuzzy integral is presented The fuzzy Choquet integral algorithm is used to estimate the whole concentration of gas considering gas concentration and the importance in different locations. In order to reduce the computation burden, q - measure is adopted and the solution to parameter lambda in Choquet fuzzy integral is achieved iteratively. Simulation shows the efficiency of the proposed algorithm.
引用
收藏
页码：3 / 7
页数：5
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