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结合MIDAS仿真和BP神经网络的输电杆塔基础滑坡风险评估 被引量:6
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作者 谢从珍 卢伟民 +2 位作者 马康 谢心昊 莫文雄 《科学技术与工程》 北大核心 2023年第16期6923-6930,共8页
近年来,暴雨及洪涝等异常灾害使得滑坡现象频发,导致野外输电杆塔发生倾斜、位移及沉降,严重威胁电网安全运行。为解决现有输电杆塔基础滑坡风险评估方法存在的普适性差、主观性强等问题,构建了一种结合仿真计算和数据驱动的杆塔滑坡风... 近年来,暴雨及洪涝等异常灾害使得滑坡现象频发,导致野外输电杆塔发生倾斜、位移及沉降,严重威胁电网安全运行。为解决现有输电杆塔基础滑坡风险评估方法存在的普适性差、主观性强等问题,构建了一种结合仿真计算和数据驱动的杆塔滑坡风险评估模型。首先,将杆塔基础荷载纳入杆塔基础滑坡影响因子,结合MIDAS软件仿真得到坡体安全系数。其次,基于卫星、气象等多源信息融合,提取8个杆塔基础滑坡影响因子,搭建按误差逆传播算法训练的多层前馈(back propagation,BP)神经网络模型。最后,对比测试样本集安全系数的仿真结果与模型预测值,误差范围为0.01%~0.24%,并结合合成孔径雷达干涉技术(interferometric synthetic aperture radar,InSAR)验证了模型有效性和可行性。结果表明:利用该神经网络模型可实现对任意输电杆塔基础所在坡体安全系数的精准、快速预测,同时具有普适性强的特点。研究成果可为输电线路防灾减灾提供新思路。 展开更多
关键词 杆塔基础滑坡 多层前馈(BP)神经网络 MIDAS 杆塔基础荷载 安全系数
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架空线路杆塔基础滑坡机理分析及防控技术措施
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作者 魏志雄 杨柳辉 孙立 《农村电气化》 2023年第7期82-84,共3页
针对近年来架空输电杆塔基础滑坡隐患频发的情况,对以表层土质滑坡为代表的滑坡机理进行分析,并结合大量的工程案例和治理经验,提出做好截排水、边坡防护及妥善处置施工弃土3方面的预防措施建议,能在一定程度上规避滑坡隐患。最后,针对... 针对近年来架空输电杆塔基础滑坡隐患频发的情况,对以表层土质滑坡为代表的滑坡机理进行分析,并结合大量的工程案例和治理经验,提出做好截排水、边坡防护及妥善处置施工弃土3方面的预防措施建议,能在一定程度上规避滑坡隐患。最后,针对常见的3种不同程度的滑坡隐患,提出锚杆铁丝网喷射混凝土、覆盖包塑网+复绿、削坡+坡脚挡土墙+锚杆+格梁+格梁间砼板支护3种边坡治理措施,因地制宜实施边坡隐患治理,确保输电线路安全可靠稳定运行。 展开更多
关键词 基础滑坡 边坡防护 锚杆 边坡复绿
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基于物理模型试验的杆塔基础滑坡防护措施效果研究 被引量:1
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作者 李思德 李远耀 +3 位作者 殷坤龙 钟源 刘毅 许艺林 《地质科技通报》 CAS CSCD 北大核心 2022年第2期209-218,共10页
大量穿越山地丘陵区的高压输电线路杆塔基础常位于滑坡灾害高易发斜坡地段,施加适当防护措施提高其稳定性,是保障输电线路持续安全运行的关键。为研究不同防护措施对杆塔基础滑坡的防护效果,以湖北省巴东县燕子滑坡为地质原型,设计制作... 大量穿越山地丘陵区的高压输电线路杆塔基础常位于滑坡灾害高易发斜坡地段,施加适当防护措施提高其稳定性,是保障输电线路持续安全运行的关键。为研究不同防护措施对杆塔基础滑坡的防护效果,以湖北省巴东县燕子滑坡为地质原型,设计制作物理试验模型,分别开展了极端降雨条件下滑坡在无防护、施加抗滑桩与格构护坡时的物理模型试验,从试验角度揭示了滑坡变形破坏特征与不同防护措施的防护效果。试验结果表明:在2种极端降雨工况(50,100 mm/h)下,无防护的滑坡体历经了坡表冲刷、裂缝扩展、局部垮塌变形与整体滑动的演化过程;抗滑桩措施对滑坡整体的防护效果显著,滑坡整体处于稳定状态,杆塔基础变形较小,杆塔倾斜率满足规范,但坡表会出现冲刷垮塌现象;格构护坡措施能有效减少坡面冲刷和坡脚垮塌风险,但在持续强降雨条件下对杆塔基础的整体稳固作用稍弱。物理模型试验结果与滑坡历史变形和实际治理效果吻合,试验结论可为类似杆塔基础滑坡的破坏机理研究与防护工程设计提供借鉴。 展开更多
关键词 杆塔基础滑坡 物理模型试验 抗滑桩 格构护坡 极端降雨
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新河口船闸基础滑坡原因浅析
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作者 李鸿钧 《葛洲坝水电》 1989年第1期9-11,共3页
关键词 新河口船闸 船闸基础滑坡 滑坡原因
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Performance of Slope Behavior Indicators in Unsaturated Pyroclastic Soils 被引量:3
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作者 Luciano PICARELLI Emilia DAMIANO +3 位作者 Roberto GRECO Aldo MINARDO Lucio OLIVARES Luigi ZENI 《Journal of Mountain Science》 SCIE CSCD 2015年第6期1434-1447,共14页
Landslide risk is increasing in many parts of the world due to growth of population and infrastructures. Therefore, an effort has to be made in developing new and cheap sensors for areas susceptible of landslides to c... Landslide risk is increasing in many parts of the world due to growth of population and infrastructures. Therefore, an effort has to be made in developing new and cheap sensors for areas susceptible of landslides to continuously control the slope behaviour, until approaching failure conditions. The paper reported experimental data from smallscale physical models about the performance of Time Domain Reflectometry(TDR) and optical fibres, which act as the indicators of the incoming failure of slopes covered by unsaturated granular soils. Obtained results appear encouraging, since both sensors provide continuous information about the state of the slope, in terms of water content profiles and ongoing deformations, induced by rainwater infiltration, even immediately before the triggering of a fast landslide. 展开更多
关键词 Unsaturated granular soils Slope monitoring Rapid landslide Optical fibre Time Domain Reflectometry Probe
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Geospatial susceptibility mapping of earthquake-induced landslides in Nuweiba area, Gulf of Aqaba, Egypt 被引量:1
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作者 Sara ABUZIED Samia IBRAHIM +1 位作者 Mona KAISER Tarek Saleem 《Journal of Mountain Science》 SCIE CSCD 2016年第7期1286-1303,共18页
Earthquake induced landslides are one of the most severe geo-environmental hazards that cause enormous damage to infrastructure, property, and loss of life in Nuweiba area. This study developed a model for mapping the... Earthquake induced landslides are one of the most severe geo-environmental hazards that cause enormous damage to infrastructure, property, and loss of life in Nuweiba area. This study developed a model for mapping the earthquake-induced landslide susceptibility in Nuweiba area in Egypt with considerations of geological, geomorphological, topographical, and seismological factors. An integrated approach of remote sensing and GIS technologies were applied for that target. Several data sources including Terra SAR-X and SPOT 5 satellite imagery, topographic maps, field data, and other geospatial resources were used to model landslide susceptibility. These data were used specifically to produce important thematic layers contributing to landslide occurrences in the region. A rating scheme was developed to assign ranks for the thematic layers and weights for their classes based on their contribution in landslide susceptibility. The ranks and weights were defined based on the knowledge from field survey and authors experiences related to the study area. The landslide susceptibility map delineates the hazard zones to three relative classes of susceptibility: high, moderate, and low. Therefore, the current approach provides a way to assess landslide hazards and serves for geo-hazard planning and prediction in Nuweiba area. 展开更多
关键词 Geographic Information Systems(GIS) Remote Sensing(RS) Landslides Susceptibility mapping Weights Nuweiba area
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Landslide Hazard and Community-based Risk Reduction Effort in Karanganyar and the Surrounding Area,Central Java,Indonesia
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作者 KARNAWATI Dwikorita FATHANI Teuku F +3 位作者 IGNATIUS Sudarno ANDAYANI Budi LEGONO Djoko BURTON Paul W 《Journal of Mountain Science》 SCIE CSCD 2011年第2期149-153,共5页
Karanganyar and the surrounding area are situated in a dynamic volcanic arc region, where landslide frequently occurs during the rainy season. The rain-induced landslide disasters have been resulting in 65 fatalities ... Karanganyar and the surrounding area are situated in a dynamic volcanic arc region, where landslide frequently occurs during the rainy season. The rain-induced landslide disasters have been resulting in 65 fatalities and a substantial socioeconomical loss in last December 2007. Again, in early February 2009, 6 more people died, hundreds of people temporary evacuated and tens of houses damaged due to the rain-induced landslide. Accordingly, inter-disciplinary approach for geological, geotechnical and social investigations were undertaken with the goal for improving community resilience in the landslide vulnerable villages. Landslide hazard mapping and communitybased landslide mitigation were conducted to reduce the risk of landslides. The hazard mapping was carried out based on the susceptibility assessment with respect to the conditions of slope inclination, types and engineering properties of lithology/soil as well as the types of landuse. All of those parameters were analyzed by applying weighing and scoring system which were calculated by semi qualitative approach (Analytical Hierarchical Process). It was found that the weathered andesitic-steep slope (steeper than 30o) was identified as the highest susceptible slope for rapid landslide, whilst the gentle colluvial slope with inter-stratification of tuffaceous clay-silt was found to be the susceptible slope for creeping. Finally, a programme for landslide risk reduction and control were developed with special emphasize on community-based landslide mitigation and early warning system. It should be highlighted that the social approach needs to be properly addressed in order to guarantee the effectiveness of landslide risk reduction. 展开更多
关键词 LANDSLIDE Risk reduction JAVA Indonesia
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