Title :
Research and application of the valuation method for coal and rock digital modeling
Author :
Bo Cao ; Zhang, Ruixin ; Cheng, Binbin ; Lv, Jinguo ; Wei, Yongqiang
Author_Institution :
Fac. of Resources & Safety Eng., China Univ. of Min. & Technol. (Beijing), Beijing, China
Abstract :
Based on deterministic data of drills and other geophysical information, common interpolation methods were studied based on given geological information to speculate unknown spatial information. And summarized the conditions of proper application and advantages and disadvantages of trend surface, weighted least-square fitting, spline function, linear interpolation of triangulation, multi-faceted function, inverse distance square and mobile fitting. It is proposed that the effective optimized methods of parameter selection combined different existing conditions of coal-bed and rock and distribution characteristics of given data. During applying either multi-faceted function or mobile fitting, the article analyzed main factors of causing pathological equation groups and made use of mathematical methods to improve the distortion phenomenon of elevation value. Taking 1# coal of Dalianhe surface coal mine it as an example, we apply the above interpolation methods to analyze and compare their limitations and superiority, and use the cross validation test for verifying. The above research results show that triangulation linear interpolation has strong stability, especially suitable to contain orebody of fault.The root mean square is relatively the least.
Keywords :
coal; drilling (geotechnical); function approximation; geophysical techniques; interpolation; least squares approximations; rocks; splines (mathematics); Dalianhe surface coal mine; coal bed; coal valuation method; cross validation test; elevation value; geological information; geophysical information; interpolation method; inverse distance square; least root mean square; linear interpolation; mathematical method; mobile fitting; multifaceted function; optimized method; parameter selection; pathological equation group; rock digital modeling; spatial information; spline function; triangulation linear interpolation; weighted least square fitting; Coal; Fitting; Interpolation; Mobile communication; Spline; Surface fitting; Surface morphology; interpolation; mobile fitting; multi-faceted function; spline function; trend surface; weighted least-square fitting;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6002390