期刊文献+
共找到3篇文章
< 1 >
每页显示 20 50 100
利用前馈神经网络进行气体定性分析 被引量:8
1
作者 曲建岭 王磊 高峰 《仪器仪表学报》 EI CAS CSCD 北大核心 2000年第5期471-473,467,共4页
本文将气敏传感器阵列与前馈神经网络模式识别技术相结合 ,建立了人工嗅觉系统 ;构造了前馈神经网络的结构和算法 ;通过实验对一定浓度范围 (5 0 0~ 10 0 0 0 ppm )的甲烷、乙烷和丙烯等三种气体进行了识别 ,结果表明利用气敏传感器阵... 本文将气敏传感器阵列与前馈神经网络模式识别技术相结合 ,建立了人工嗅觉系统 ;构造了前馈神经网络的结构和算法 ;通过实验对一定浓度范围 (5 0 0~ 10 0 0 0 ppm )的甲烷、乙烷和丙烯等三种气体进行了识别 ,结果表明利用气敏传感器阵列和前馈神经网络进行气体定性分析是可行的。 展开更多
关键词 人工嗅觉系统 前馈神经网络 气体定性分析
下载PDF
基于前馈神经网络的人工嗅觉系统 被引量:5
2
作者 曲建岭 王磊 《西北工业大学学报》 EI CAS CSCD 北大核心 1999年第B12期124-128,共5页
从分析气体传感器的“交叉敏”行性出发,提出了将气体传感器阵列与前馈神经网络的相结合,形成人工嗅觉系统,用于气体的定性、定量分析;构造了前馈神经网络的结构和基于递推预报误差(RPE)的网络训练算法;优选了用于识别CO、H2、CH... 从分析气体传感器的“交叉敏”行性出发,提出了将气体传感器阵列与前馈神经网络的相结合,形成人工嗅觉系统,用于气体的定性、定量分析;构造了前馈神经网络的结构和基于递推预报误差(RPE)的网络训练算法;优选了用于识别CO、H2、CH4三种气体的传感器阵列;建立了用于气体分析的实验条件,并通过实验验证了前馈神经网络用于气体识别的可行性。 展开更多
关键词 前馈神经网络 RPE算法 气体传感器阵列 人工嗅觉系统 气体识别 气体定性分析
下载PDF
A force transfer mechanism for triggering landslides during rainfall infiltration 被引量:6
3
作者 LIU Gang TONG Fu-guo +1 位作者 ZHAO Yi-tong TIAN Bin 《Journal of Mountain Science》 SCIE CSCD 2018年第11期2480-2491,共12页
Shallow slope failures induced by rainfall infiltration occur frequently, and the relevant triggering mechanisms have been widely studied.Rainfall-induced landslides are widely recognized to be caused by increases in ... Shallow slope failures induced by rainfall infiltration occur frequently, and the relevant triggering mechanisms have been widely studied.Rainfall-induced landslides are widely recognized to be caused by increases in soil weight, seepage force and pore water pressure or decreases in soil mechanical properties. However, even when all these factors are considered, some landslides still cannot be explained well. The increased pore water pressure in a slope reduces the effective stress of the soil and may trigger slope failure. Similarly, the pore gas pressure in a slope also reduces the effective stress of the soil but has been neglected in previous studies. As the viscosity of air is nearly negligible when compared with that of water, the pore gas pressure spreads faster, and its influence is wider, which is harmful for the stability of the slope. In this paper, the effects of pore gas pressure are considered in a shallow slope stability analysis, and a self-designed experiment is conducted to validate the force transfer mechanism.Numerical simulation results show that the pore gas pressure in the slope increases sharply at different locations under heavy rainfall conditions and that the pore gas pressure causes a rapid decrease in the slope safety factor. Laboratory experimental results show that the pore gas pressure throughout the whole unsaturated zone has the same value, which indicates that the gas pressure could spread quickly to the whole sample. 展开更多
关键词 LANDSLIDE Force transfer mechanism Rainfall infiltration Water-air two-phase flow
下载PDF
上一页 1 下一页 到第
使用帮助 返回顶部