Abstract:In order to predict the rockburst intensity efficiently,the main control factors of rockburst including the values of in-situ stresses ,the compressive strength ,the tensile strength of rock and the elastic energy index of rock Wet were considered,and three factors , and Wet were defined as the original criterion indices for rockburst intensity prediction in the proposed model. The concept lattice was used as the reduction tool to get the maximum reductions. A comparison between the reduced concept lattice and the reduction of discernible matrix in the traditional dominance rough sets was made. Then rough sets were applied to establish the prediction model of rockburst intensity,and then preferences decision rules were generated. The quality of classification was 100% and the model was applied to predict the rockburst intensity in some projects in China. The prediction results using rough sets based on the reduced concept lattice agree well with the actual situation and those methods using three control factors. The model reduced the required control factors and improved the efficiency of prediction.
邬书良,陈建宏. 约简概念格的粗糙集在岩爆烈度判别中的应用[J]. 岩石力学与工程学报, 2014, 33(10): 2125-2131.
WU Shuliang,CHEN Jianhong. APPLICATION OF ROUGH SET THEORY TO ROCKBURST INTENSITY PREDICTION BASED ON REDUCED CONCEPT LATTICE. , 2014, 33(10): 2125-2131.
王迎超,尚岳全,孙红月,等. 基于功效系数法的岩爆烈度分级预测研究[J]. 岩土力学,2010,31(2):529-534.(WANG Yingchao,SHANG Yuequan,SUN Hongyue,et al. Study of prediction of rockburst intensity based on efficacy coefficient method[J]. Rock and Soil Mechanics,2010,31(2):529-534.(in Chinese))
Your browse does not support frame!