期刊文献+
共找到2篇文章
< 1 >
每页显示 20 50 100
DHNN模型在岩爆烈度分级预测中的应用研究 被引量:3
1
作者 徐佳 陈俊智 +3 位作者 刘晨毓 王佳信 龙刚 李春义 《工矿自动化》 北大核心 2018年第1期84-88,共5页
针对现有岩爆预测方法权重的确定带有随意性和主观性问题,提出了一种岩爆烈度分级预测的离散Hopfield神经网络(DHNN)模型。该模型选取应力系数、岩石脆性系数及弹性能量指数作为评价指标,将岩爆等级分为强岩爆、中等岩爆、弱岩爆及无岩... 针对现有岩爆预测方法权重的确定带有随意性和主观性问题,提出了一种岩爆烈度分级预测的离散Hopfield神经网络(DHNN)模型。该模型选取应力系数、岩石脆性系数及弹性能量指数作为评价指标,将岩爆等级分为强岩爆、中等岩爆、弱岩爆及无岩爆4级,然后进行编码,不需要对样本数据进行归一化处理,只需转换成"1"和"-1"的二值型模式,编码简单,网络迭代次数少,具有很好的联想记忆功能,使岩爆烈度分级预测更加科学合理,可为深部地下工程岩爆烈度分级预测提供一种新途径。典型岩爆工程实例预测结果证明了该模型的正确性。 展开更多
关键词 煤炭开采 深部地下工程 岩爆烈度 分级预测 弹性能量 岩石脆性系数 离散HOPFIELD神经网络
在线阅读 下载PDF
Experimental simulation investigation of influence of depth on spalling characteristics in circular hard rock tunnel 被引量:31
2
作者 LUO Yong GONG Feng-qiang +1 位作者 LI Xi-bing WANG Shan-yong 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第3期891-910,共20页
A series of true-triaxial compression tests were performed on red sandstone cubic specimens with a circular hole to investigate the influence of depth on induced spalling in tunnels.The failure process of the hole sid... A series of true-triaxial compression tests were performed on red sandstone cubic specimens with a circular hole to investigate the influence of depth on induced spalling in tunnels.The failure process of the hole sidewalls was monitored and recorded in real-time by a micro-video monitoring equipment.The general failure evolution processes of the hole sidewall at different initial depths(500 m,1000 m and 1500 m)during the adjustment of vertical stress were obtained.The results show that the hole sidewall all formed spalling before resulting in strain rockburst,and ultimately forming a V-shaped notch.The far-field principal stress for the initial failure of the tunnel shows a good positive linear correlation with the depth.As the depth increases,the stress required for the initial failure of the tunnels clearly increased,the spalling became more intense;the size and mass of the rock fragments and depth and width of the V-shaped notches increased,and the range of the failure zone extends along the hole sidewall from the local area to the entire area.Therefore,as the depth increases,the support area around the tunnel should be increased accordingly to prevent spalling. 展开更多
关键词 deep underground engineering circular tunnels SPALLING strain rockburst true-triaxial loading V-shaped notch
在线阅读 下载PDF
上一页 1 下一页 到第
使用帮助 返回顶部