基于聚类分析的综合物探解释技术研究

Research on Integrated Geophysical Interpretation Technology based on Cluster Analysis

为提高综合物探成果解释效率和准确率,充分挖掘地质、水文地质资料,降低物探成果解释对技术人员经验的依赖程度,在综合物探成果解释过程中,引入聚类分析算法,将综合物探成果与量化后的地质、水文地质资料进行综合处理,划分异常区。该方法在登福康煤矿15103工作面进行了应用,经钻探验证,聚类分析算法划分异常区准确有效。

In order to improve the interpretation efficiency and accuracy of comprehensive geophysical exploration results,fully excavate geological and hydrogeological data,and reduce the dependence of geophysical exploration results interpretation on the experience of technical personnel,cluster analysis algorithm is introduced in the process of comprehensive geophysical exploration results interpretation to comprehensively process the comprehensive geophysical exploration results and the quantified geological and hydrogeological data,and divide the abnormal areas.The method has been applied in the 15103 working face of Dengfukang Coal Mine.The drilling verification shows that the clustering analysis algorithm is accurate and effective in dividing abnormal areas.