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Multi-Hazard Evaluation Using Cluster Analysis—For Designated Evacuation Centers of Yokohama
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作者 Tsutomu Ochiai Takahisa Enomoto 《Journal of Geographic Information System》 2021年第2期243-259,共17页
Hazard maps are usually prepared for each disaster, including seismic hazard maps, flood hazard maps, and landslide hazard maps. However, when the general public attempts to check their own disaster risk, most are lik... Hazard maps are usually prepared for each disaster, including seismic hazard maps, flood hazard maps, and landslide hazard maps. However, when the general public attempts to check their own disaster risk, most are likely not aware of the specific types of disaster. So, first of all, we need to know what kind<span style="font-family:;" "="">s</span><span style="font-family:;" "=""> of hazards are important. However, the information that integrates multiple hazards is not well maintained, and there are few such studies. On the other hand, in Japan, a lot of hazard information is being released on the Internet. So, we summarized and assessed hazard data that can be accessed online regarding shelters (where evacuees live during disasters) and their catchments (areas assigned to each shelter) in Yokohama City, Kanagawa Prefecture. Based on the results, we investigated whether a grouping by cluster analysis would allow for multi-hazard assessment. We used four natural disasters (seismic, flood, tsunami, sediment disaster) and six parameters of other population and senior population. However, since the characteristics of the population and the senior population were almost the same, only population data was used in the final examination. From the cluster analysis, it was found that it is appropriate to group the designated evacuation centers in Yokohama City into six groups. In addition, each of the six groups was found <span>to have explainable characteristics, confirming the effectiveness of multi-hazard</span> creation using cluster analysis. For example, we divided, all hazards are low, both flood and Seismic hazards are high, sediment hazards are high, etc. In many Japanese cities, disaster prevention measures have been constructed in consideration of ground hazards, mainly for earthquake disasters. In this paper, we confirmed the consistency between the evaluation results of the multi-hazard evaluated here and the existing ground hazard map and examined the usefulness of the designated evacuation center. Finally, the validity was confirmed by comparing this result with the ground hazard based on the actual measurement by the past research. In places where the seismic hazard is large, the two are consistent with the fact that the easiness of shaking by actual measurement is also large.</span> 展开更多
关键词 multi hazard Cluster Analysis Open Data Designated Evacuation Center GIS
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Multi-hazard performance assessment of a transfer-plate high-rise building 被引量:4
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作者 Xiangming Zhou 徐幼麟 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2007年第4期371-382,共12页
Many urban areas are located in regions of moderate seismicity and are subjected to strong wind. Buildings in these regions are often designed without seismic provisions. As a result, in the event of an earthquake, th... Many urban areas are located in regions of moderate seismicity and are subjected to strong wind. Buildings in these regions are often designed without seismic provisions. As a result, in the event of an earthquake, the potential for damage and loss of lives may not be known. In this paper, the performance of a typical high-rise building with a thick transfer plate (TP), which is one type of building structure commonly found in Hong Kong, is assessed against both earthquake and wind hazards. Seismic- and wind-resistant performance objectives are first reviewed based on relevant codes and design guidelines for high-rise buildings. After a brief introduction of wind-resistant design of the building, various methodologies, including equivalent static load analysis (ESLA), response spectrum analysis (RSA), pushover analysis (POA), linear and nonlinear time-history analysis (LTHA and NTHA), are employed to assess the seismic performance of the building when subjected to frequent earthquakes, design based earthquakes and maximum credible earthquakes. The effects of design wind and seismic action with a common 50-year return period are also compared. The results indicate that most performance objectives can be satisfied by the building, but there are some objectives, such as inter-story drift ratio, that cannot be achieved when subjected to the frequent earthquakes. It is concluded that in addition to wind, seismic action may need to be explicitly considered in the design of buildings in regions of moderate seismicity. 展开更多
关键词 multi-hazard performance-based design SEISMIC moderate seismicity WIND pushover analysis transferplate high-rise building
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Towards establishing practical multi-hazard bridge design limit states 被引量:4
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作者 Zach Liang George C.Lee 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2013年第3期333-340,共8页
In the U.S., the current Load and Resistance Factor Design (LRFD) Specifications for highway bridges is a reliability-based formulation that considers failure probabilities of bridge components due to the actions of... In the U.S., the current Load and Resistance Factor Design (LRFD) Specifications for highway bridges is a reliability-based formulation that considers failure probabilities of bridge components due to the actions of typical dead load and frequent vehicular loads. Various extreme load effects, such as earthquake and vessel collision, are on the same reliability-based platform. Since these extreme loads are time variables, combining them with not considered frequent. non- extreme loads is a significant challenge. The number of design limit state equations based on these failure probabilities can be unrealistically large and unnecessary from the view point of practical applications. Based on the opinion of AASHTO State Bridge Engineers, many load combinations are insignificant in their states. This paper describes the formulation of a criterion to include only the necessary load combinations to establish the design limit states. This criterion is established by examining the total failure probabilities for all possible time-invariant and time varying load combinations and breaking them down into partial terms. Then, important load combinations can be readily determined quantitatively, 展开更多
关键词 multi-hazards load and resistance factor design re.liability based bridge design specifications design limit state equations
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Assessment of Multiple Water-Related Hazards under Changing Climate in an Urbanized Sub-Region of Yom River Basin, Thailand
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作者 Vilas Nitivattananon Sutinee Choomanee +1 位作者 Jinliang Huang Mukand Singh Babel 《American Journal of Climate Change》 2024年第4期793-824,共32页
Water-related hazards, such as river floods, flash floods and droughts, are becoming more frequent in the Upper Chao Phraya River Basin, Thailand, due to climate change and urbanization, causing significant societal, ... Water-related hazards, such as river floods, flash floods and droughts, are becoming more frequent in the Upper Chao Phraya River Basin, Thailand, due to climate change and urbanization, causing significant societal, economic, and environmental damage. This study supports decision-making for nature-based solutions (NBS) to address mitigate these hazards. Using multi-criteria decision analysis, simulation modeling, and spatial analysis, the study identified precipitation and river discharges as key hazard drivers. Mapping hazard severity at various scales, the findings suggest that expanding green areas and water storage can enhance water management and reduce hazard impacts. This research offers critical insights for NBS adoption in water-related risk reduction. 展开更多
关键词 ADAPTATION Hydrological Modelling multi Criteria Decision Analysis multiple hazard Assessment Natural Based Solution Spatial analysis
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基于Multi-Agent的机场安全风险管理模型研究 被引量:8
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作者 王永刚 杨传秀 《安全与环境工程》 CAS 北大核心 2014年第3期76-79,共4页
为了能够实时监控危险源,提高风险评价和风险控制的有效性,本文基于理性Agent的BDI模型,引入多Agent组的概念,采用结果共享通信模型作为多Agent通信求解方法,构建了基于Multi-Agent的安全风险管理模型,并对模型中各组成部分的结构和功... 为了能够实时监控危险源,提高风险评价和风险控制的有效性,本文基于理性Agent的BDI模型,引入多Agent组的概念,采用结果共享通信模型作为多Agent通信求解方法,构建了基于Multi-Agent的安全风险管理模型,并对模型中各组成部分的结构和功能进行了定义和说明。最后,以某机场飞行区不停航施工为例,将基于MAS的安全风险管理模型应用于机场安全风险管理中,结果表明该模型能够对风险进行实时监控,并进行有效控制。该研究可为机场安全风险管理提供新的思路。 展开更多
关键词 multi-AGENT 机场 危险源 安全风险管理
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基于多状态模型评估预隔离实施后CRE感染患者的健康与经济负担
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作者 汪晓 周媛 +5 位作者 赵可心 左秋霞 阿迪拉·买买提 李洁 牛珂 田萍 《中国感染控制杂志》 北大核心 2026年第2期236-243,共8页
目的医院视角下评估基于《碳青霉烯类耐药肠杆菌预防与控制标准》(WS/T 826—2023)实施预隔离后的健康与经济负担。方法选取乌鲁木齐市2所三级甲等医院的4个内科重症监护病房(ICU)的患者作为研究对象。回顾性收集2023年2月1日—2024年2... 目的医院视角下评估基于《碳青霉烯类耐药肠杆菌预防与控制标准》(WS/T 826—2023)实施预隔离后的健康与经济负担。方法选取乌鲁木齐市2所三级甲等医院的4个内科重症监护病房(ICU)的患者作为研究对象。回顾性收集2023年2月1日—2024年2月1日(对照组)与2024年2月2日—2025年2月1日(干预组)的患者资料。干预组实施WS/T 826—2023推荐的预隔离措施,对照组未实施该措施。采用Cox比例风险回归模型、多状态模型等计算碳青霉烯类敏感肠杆菌(CSE)感染患者、耐碳青霉烯类肠杆菌(CRE)感染患者相较于非肠杆菌感染患者的死亡风险、额外住院日数及额外住院成本。结果共纳入ICU患者5286例,其中对照组2806例,干预组2480例。干预组CRE检出率低于对照组(2.82%VS 4.88%),病死率也显著降低(7.38%VS 13.44%),差异均有统计学意义(均P<0.05)。干预组中CRE感染患者与非肠杆菌感染患者的死亡风险比较,差异无统计学意义(P>0.05)。干预组归因于CRE感染患者的额外住院日数增加2.03 d/例,额外住院成本增加11581.35元/例。结论实施基于《碳青霉烯类耐药肠杆菌预防与控制标准》(WS/T 826—2023)预隔离后,CRE感染患者相关的额外住院日数和经济负担加重;但CRE检出率及患者病死率均下降。 展开更多
关键词 碳青霉烯类耐药肠杆菌 预隔离 COX比例风险回归模型 多状态模型 健康负担 经济负担
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韧性视角下超大城市多灾种风险评估及策略研究——以武汉市为例
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作者 吴思 崔嘉琦 +2 位作者 何倩 孟娟 周诚 《中国工程咨询》 2026年第2期43-51,共9页
[目的]为有效应对超大城市日益复杂的灾害风险挑战,提高城市韧性,[方法]本研究以武汉市为例,探索建立一套从单灾种向多灾种耦合风险评估的方法体系,综合运用仿真模拟、指标体系、空间分析等方法,评估洪涝灾害、传染病疫情、道路交通事... [目的]为有效应对超大城市日益复杂的灾害风险挑战,提高城市韧性,[方法]本研究以武汉市为例,探索建立一套从单灾种向多灾种耦合风险评估的方法体系,综合运用仿真模拟、指标体系、空间分析等方法,评估洪涝灾害、传染病疫情、道路交通事故、社会火灾风险等主要灾害风险的空间分布特征及叠加效应。[结果]研究表明,武汉市多灾种风险呈现明显的空间分布特征,根据灾害风险防控需要,将综合风险划定为高、中、低三个等级,其中高风险区占比12.2%,主要集中在二环内、外围学校或居住密度较高的社区。[结论]基于评估结果,本研究提出了提升城市韧性的规划策略,以期为超大城市多灾种风险防控和韧性城市建设提供参考。 展开更多
关键词 风险评估 韧性城市 超大城市 多灾种 规划策略 武汉市
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多状态模型简介及其在医学研究中的应用
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作者 韦思莹 王筱金 +1 位作者 张莉娜 王炳顺 《复旦学报(医学版)》 北大核心 2026年第1期136-142,共7页
多状态模型作为分析纵向医学数据的重要方法学工具,能够精确刻画疾病在离散状态间的动态演变规律。本文简要介绍了该模型的基本理论框架,包括:(1)状态空间定义原则;(2)转移强度与转移概率的量化方法;(3)马尔可夫性与时间齐次性的模型假... 多状态模型作为分析纵向医学数据的重要方法学工具,能够精确刻画疾病在离散状态间的动态演变规律。本文简要介绍了该模型的基本理论框架,包括:(1)状态空间定义原则;(2)转移强度与转移概率的量化方法;(3)马尔可夫性与时间齐次性的模型假设。通过心脏移植术后冠状动脉血管病变(cardiac allograft vasculopathy,CAV)的案例研究,重点阐释了多状态模型构建的关键步骤:从临床问题转化为状态结构(如CAV分级)、处理不规则随访间隔的统计方法以及协变量效应的多因素分析。示例研究表明,多状态模型能够精准量化慢性病在多阶段间的转移规律,为疾病的动态风险评估与个体化干预提供有力的方法学支撑,在医学研究中具有应用推广价值。 展开更多
关键词 多状态模型 生存分析 转移强度 转移概率 风险比
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巨厚顶板砂岩含水层下采煤水害防治:理论与技术
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作者 李振华 黄玉峰 +5 位作者 王文强 杜锋 丁湘 马丹 张勃阳 翟明磊 《煤炭科学技术》 北大核心 2026年第1期270-289,共20页
黄陇煤田煤层赋存于洛河组巨厚砂岩含水层之下,该含水层地下水储量丰富、补给充分,造成煤层开采受顶板水害威胁严重,顶板水害防治技术成为制约矿井安全生产的关键。为全方位分析黄陇煤田巨厚顶板砂岩含水层下采煤水害防治现状,探讨未来... 黄陇煤田煤层赋存于洛河组巨厚砂岩含水层之下,该含水层地下水储量丰富、补给充分,造成煤层开采受顶板水害威胁严重,顶板水害防治技术成为制约矿井安全生产的关键。为全方位分析黄陇煤田巨厚顶板砂岩含水层下采煤水害防治现状,探讨未来基于新技术开展顶板水害防控的重点攻关方向,从水害防治理论和技术视角全方位总结了近年来黄陇煤田巨厚复合顶板砂岩含水层水害防治的研究进展,依据黄陇煤田煤层开采过程中顶板水害特点,顶板充水类型总体上可以划分为3类6型,其中持续性高涌水量水害和非持续性涌水类中的脉冲式涌水、离层突水灾害为主要灾害形式;在理论方面,通过总结巨厚顶板砂岩含水层突水灾害形成的水源、通道、突水预兆、顶板结构、含水层的补给-径流-排泄条件、顶板覆岩破断以及导水通道演化等研究现状,明确了在高强度采动影响下,导水裂隙带发育高度显著,裂采比最高达30以上,直接沟通含水层是引发持续性涌水的原因,含水层补给和采动挤压的双重作用是造成覆岩弯曲下沉带与裂隙带交接区域产生离层空间形成脉冲式突水灾害的原因;总体上明确了强采动条件下覆岩变形破坏特征及水害成灾机制;在技术方面,通过分析现有的导水裂隙带发育高度探查、含水层水文地质参数获取、巨厚顶板砂岩含水层水害治理等技术的优缺点,提出“地下水截流”结合长距离定向钻探与靶向探放技术,形成的“断源截流、集中疏排”是有效防治巨厚顶板砂岩含水层突水的技术体系,并且明确了该技术体系的多元信息智能监测与预警技术建设方向。在总结现行巨厚顶板砂岩含水层水害防治理论和技术的基础上,结合前沿发展方向,明确了黄陇煤田当前仍面临强采动条件下离层水复杂流动路径释水致灾机理不明等问题,在深层次突水机理、高精度探测与监测、新型注浆材料研发、保水开采与生态保护以及矿井水资源化与智能化防控方面指出了今后需要重点发展的方向。 展开更多
关键词 巨厚顶板砂岩含水层 深埋侏罗系煤层 顶板水害防治 离层突水 多元信息预警
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地震-滚石链生灾害下桥梁结构韧性抗灾设计方法研究
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作者 何文涛 杨智乐 +2 位作者 马睿 董慧慧 温佳年 《市政技术》 2026年第1期1-11,244,共12页
为满足山区桥梁结构在地震-滚石链生灾害作用下的韧性抗灾需求,提出了基于多水准多参数的桥梁结构韧性抗灾设计方法。首先,提出了面向不同灾害等级的多级韧性目标体系;随后,提出了多灾害作用下,山区桥梁结构的两阶段设计方法,并制定了... 为满足山区桥梁结构在地震-滚石链生灾害作用下的韧性抗灾需求,提出了基于多水准多参数的桥梁结构韧性抗灾设计方法。首先,提出了面向不同灾害等级的多级韧性目标体系;随后,提出了多灾害作用下,山区桥梁结构的两阶段设计方法,并制定了基于多水准多参数的山区桥梁结构韧性抗灾设计流程;最后,以四川彻底关大桥为工程实例载体,验证了所提韧性抗灾设计方法在山区桥梁结构中的适用性。分析结果表明,在不同设防水准下,墩柱均满足多级韧性目标要求,证实了所提设计方法具有较好的适用性。 展开更多
关键词 山区桥梁结构 多水准多参数 韧性抗灾 链生灾害 设计方法
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长江干堤穿堤管道渗流破坏机理及新型防渗结构研究
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作者 黄雍 崔皓东 +3 位作者 张培青 李鸣威 汪瑾杰 翁朝晖 《中国农村水利水电》 北大核心 2026年第2期160-165,共6页
随着我国能源基础设施的快速发展,穿堤管道工程规模逐年增长,施工扰动引发的堤基渗流破坏问题日益凸显。以2012年汛期长江干堤西气东输天然气管道穿越段突发管涌险情为例,针对传统防渗措施失效的难题,通过地质勘察、施工记录追溯及三维... 随着我国能源基础设施的快速发展,穿堤管道工程规模逐年增长,施工扰动引发的堤基渗流破坏问题日益凸显。以2012年汛期长江干堤西气东输天然气管道穿越段突发管涌险情为例,针对传统防渗措施失效的难题,通过地质勘察、施工记录追溯及三维渗流建模,系统揭示了险情发生致灾机理。针对本工程深层渗流、动水吸蚀与管道振动的复合工况,基于“分级消能、刚柔协同”的治理思路,研发了“刚性封堵+柔性缓冲”复合防渗结构,结构末端采用袋装碎石层减缓动水吸附压力,结合聚氨酯-沥青-油毡麻丝多层材料截断渗流路径,并通过局部盖重压浸与锥探灌浆强化浅层防护。该结构于2013年实施后,经2016年、2020年长江超警戒水位洪水考验,堤后无新增险情。研究证实:新型防渗结构通过多层协同作用有效阻断深层渗流通道,解决了传统加固措施的局限性,且具备抗震性、耐久性及经济性优势,案例成果为类似穿堤工程渗流灾害防控提供了技术支撑与工程范例。 展开更多
关键词 穿堤管道工程 管涌险情 渗流路径截断 多层止水结构 水力梯度 防洪安全
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Norbit iWBMS集成多波束系统在长江口险工段水下地形测量中应用研究
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作者 钱辉 赵昆 付五洲 《水利水电快报》 2026年第2期55-60,共6页
长江口是中国最大的潮汐径流耦合型河口,险工段水下地形变化剧烈,迫切需要高精度、全覆盖、高效率的长江口险工段水下测深技术。传统单波束效率低、多波束系统安装繁琐且在复杂地形存在盲区,不能满足监测需求。以苏通大桥桥墩冲刷区与... 长江口是中国最大的潮汐径流耦合型河口,险工段水下地形变化剧烈,迫切需要高精度、全覆盖、高效率的长江口险工段水下测深技术。传统单波束效率低、多波束系统安装繁琐且在复杂地形存在盲区,不能满足监测需求。以苏通大桥桥墩冲刷区与太仓港码头前沿两处典型险工段为例,将挪威Norbit iWBMS集成多波束系统与丹麦Reson SeaBat 7125系统进行同船同步测量对比验证,分别从内符合、外符合精度及工程可实施性3个维度评价Norbit iWBMS的精度与可靠性。研究表明,Norbit iWBMS在长江口复杂水动力、高浊度、强扰流环境下可实现“同精度、高效率、全覆盖”的水下地形测量。研究成果可为河口治理、航道维护与生态监测提供新的技术路径。 展开更多
关键词 水下地形 险工段 多波束测深 Norbit iWBMS 精度验证 长江口
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Bridge pier failure probabilities under combined hazard effects of scour, truck and earthquake. Part Ⅰ: occurrence probabilities 被引量:7
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作者 Zach Liang George C. Lee 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2013年第2期229-240,共12页
In many regions of the world, a bridge will experience multiple extreme hazards during its expected service life. The current American Association of State Highway and Transportation Officials (AASHTO) load and resi... In many regions of the world, a bridge will experience multiple extreme hazards during its expected service life. The current American Association of State Highway and Transportation Officials (AASHTO) load and resistance factor design (LRFD) specifications are formulated based on failure probabilities, which are fully calibrated for dead load and nonextreme live loads. Design against earthquake loads is established separately. Design against scour effect is also formulated separately by using the concept of capacity reduction (or increased scour depth). Furthermore, scour effect cannot be linked directly to an LRFD limit state equation, because the latter is formulated using force-based analysis. This paper (in two parts) presents a probability-based procedure to estimate the combined hazard effects on bridges due to truck, earthquake and scour, by treating the effect of scour as an equivalent load effect so that it can be included in reliability-based bridge failure calculations. In Part I of this series, the general principle of treating the scour depth as an equivalent load effect is presented. The individual and combined partial failure probabilities due to truck, earthquake and scour effects are described. To explain the method of including non-force-based natural hazards effects, two types of common scour failures are considered. In Part 11, the corresponding bridge failure probability, the occurrence of scour as well as simultaneously having both truck load and equivalent scour load are quantitatively discussed. 展开更多
关键词 multi-hazards load and resistance factor design bridge scour
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多测道频谱激电法在危废污染探测中的应用
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作者 胡臻荣 邓龙福 沈晓武 《工程地球物理学报》 2026年第1期24-31,共8页
当前危废污染探测主要基于大规模钻探、取样和化验等手段,对地表水、大气、浅地表土壤进行取样和测试。该类方法能精准确定污染类型和程度,但存在勘探成本高、周期长、实时性差等缺陷,且地质钻孔或贯入探测会破坏污染物在地下的分布和... 当前危废污染探测主要基于大规模钻探、取样和化验等手段,对地表水、大气、浅地表土壤进行取样和测试。该类方法能精准确定污染类型和程度,但存在勘探成本高、周期长、实时性差等缺陷,且地质钻孔或贯入探测会破坏污染物在地下的分布和富集结构,可能造成污染物沿钻孔或贯入探头继续向更深处运移,造成更严重的二次污染。本文采用多测道频谱激电法对某危废污染区进行了探测研究,该方法通过获取视电阻率、视充电率、视时间常数和视频率相关系数4个参数,可提供更丰富的地电信息,有效降低多解性,提高成果解译的准确性。在危废污染探测的早期,可通过布设大规模测线,实现测区污染源大范围快速筛查,进而基于筛查结果布设少量钻探取样孔,最终辅以化学分析验证。这种物探-钻探-化验的协同探测模式,具有成本低、效率高、成果准确和破坏性小等优点,在环境污染调查中具有良好的应用前景。 展开更多
关键词 频谱激电法 危废污染探测 多参数 视电阻率 视充电率 视时间常数
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Bridge pier failure probabilities under combined hazard effects of scour, truck and earthquake. Part Ⅱ: failure probabilities 被引量:3
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作者 Zach Liang George C. Lee 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2013年第2期241-250,共10页
In many regions of the world, a bridge will experience multiple extreme hazards during its expected service life. The current American Association of State Highway and Transportation Officials (AASHTO) load and resi... In many regions of the world, a bridge will experience multiple extreme hazards during its expected service life. The current American Association of State Highway and Transportation Officials (AASHTO) load and resistance factor design (LRFD) specifications are formulated based on failure probabilities, which are fully calibrated for dead load and non-extreme live loads. Design against earthquake load effect is established separately. Design against scour effect is also formulated separately by using the concept of capacity reduction (or increased scour depth). Furthermore, scour effect cannot be linked directly to an LRFD limit state equation because the latter is formulated using force-based analysis. This paper (in two parts) presents a probability-based procedure to estimate the combined hazard effects on bridges due to truck, earthquake and scour, by treating the effect of scour as an equivalent load effect so that it can be included in reliability-based failure calculations. In Part I of this series, the general principle for treating the scour depth as an equivalent load effect is presented. In Part II, the corresponding bridge failure probability, the occurrence of scour as well as simultaneously having both truck load and equivalent scour load effect are quantitatively discussed. The key formulae of the conditional partial failure probabilities and the necessary conditions are established. In order to illustrate the methodology, an example of dead, truck, earthquake and scour effects on a simple bridge pile foundation is represented. 展开更多
关键词 multi-hazards load and resistance factor design bridge scour
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Seismic fragility analysis of highway bridges considering multi-dimensional performance limit state 被引量:17
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作者 Wang, Qi'ang Wu, Ziyan Liu, Shukui 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2012年第2期185-193,共9页
Fragility analysis for highway bridges has become increasingly important in the risk assessment of highway transportation networks exposed to seismic hazards. This study introduces a methodology to calculate fragility... Fragility analysis for highway bridges has become increasingly important in the risk assessment of highway transportation networks exposed to seismic hazards. This study introduces a methodology to calculate fragility that considers multi-dimensional performance limit state parameters and makes a first attempt to develop fragility curves for a multi-span continuous (MSC) concrete girder bridge considering two performance limit state parameters: column ductility and transverse deformation in the abutments. The main purpose of this paper is to show that the performance limit states, which are compared with the seismic response parameters in the calculation of fragility, should be properly modeled as randomly interdependent variables instead of deterministic quantities. The sensitivity of fragility curves is also investigated when the dependency between the limit states is different. The results indicate that the proposed method can be used to describe the vulnerable behavior of bridges which are sensitive to multiple response parameters and that the fragility information generated by this method will be more reliable and likely to be implemented into transportation network loss estimation. 展开更多
关键词 highway bridge seismic hazard multi-dimensional performance limit state fragility curves sensitivity
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Disaster reduction stick equipment: A method for monitoring and early warning of pipeline-landslide hazards 被引量:7
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作者 YAN Yan YANG Da-shen +4 位作者 GENG Dong-xian HU Sheng WANG Zi-ang HU Wang YIN Shu-yao 《Journal of Mountain Science》 SCIE CSCD 2019年第12期2687-2700,共14页
Oil and gas pipelines are of great importance in China,and pipeline security problems pose a serious threat to society and the environment.Pipeline safety has therefore become an integral part of the entire national e... Oil and gas pipelines are of great importance in China,and pipeline security problems pose a serious threat to society and the environment.Pipeline safety has therefore become an integral part of the entire national economy.Landslides are the most harmful type of pipeline accident,and have directed increasing public attention to safety issues.Although some useful results have been obtained in the investigation and prevention of pipeline-landslide hazards,there remains a need for effective monitoring and early warning methods,especially when the complexity of pipeline-landslides is considered.Because oil and gas pipeline-landslides typically occur in the superficial soil layers,monitoring instruments must be easy to install and must cause minimal disturbance to the surrounding soil and pipeline.To address the particular characteristics of pipelinelandslides,we developed a multi-parameter integrated monitoring system called disaster reduction stick equipment.In this paper,we detail this monitoring and early warning system for pipeline-landslide hazards based on an on-site monitoring network and early warning algorithms.The functionality of our system was verified by its successful application to the Chongqing Loujiazhuang pipeline-landslide in China.The results presented here provide guidelines for the monitoring,early warning,and prevention of pipeline geological hazards. 展开更多
关键词 Pipeline landslide hazards multi parameter integrated monitor Monitoring Early warning Pipeline landslide
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基于多源数据地质灾害监测预警应用研究
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作者 薛洪文 苏俊武 +2 位作者 孙银锁 冯待飞 王永成 《华南地震》 2026年第1期53-61,共9页
为提升多源数据在地质灾害监测预警中的应用能力,此研究构建了融合无人机摄影、地质传感器、卫星遥感等多源数据的监测预警系统。通过计算数据相似度并设定0.8的融合阈值,对未达标的数据采用5×5卷积核的三层卷积神经网络提取特征... 为提升多源数据在地质灾害监测预警中的应用能力,此研究构建了融合无人机摄影、地质传感器、卫星遥感等多源数据的监测预警系统。通过计算数据相似度并设定0.8的融合阈值,对未达标的数据采用5×5卷积核的三层卷积神经网络提取特征并二次融合,解决了多源异构数据的一致性问题。同时,提出深度核支持向量机(DKSVM)模型,利用深度学习自动提取地形坡度、土壤湿度等高阶特征关联,结合支持向量机的结构化风险最小化原理实现分类预测。试验选取滑坡、泥石流、地面塌陷等9类地质灾害与文献[3]~[4]的预警模型进行对比,结果表明:在滑坡、泥石流、地面塌陷等9类地质灾害中本研究系统的灾害预测准确率达98.7%,相较于对比文献效果显著提升,其中滑坡、泥石流等灾害类型的F1值均超过97.6%。数据融合后有效信息占比从65%提升至92%,平均相似度达0.89,验证了模型在复杂地质环境下的鲁棒性与泛化能力,为智能化地质灾害预警提供了技术参考。 展开更多
关键词 多源数据融合 预警模型 DKSVM 地质监测 地质灾害 监测预警
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山区公路桥梁多灾害联合作用数值模拟 被引量:1
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作者 熊文 周迪辉 +2 位作者 马小龙 张嵘钊 张大牛 《天津大学学报(自然科学与工程技术版)》 北大核心 2025年第3期309-322,共14页
山区公路桥梁长期遭受冲刷及磨蚀等水文灾害,期间可能同时伴随崩塌落石等地质灾害的作用.为探明多灾害作用下山区公路桥梁的结构响应及损伤机理,从流固耦合的角度出发,针对冲刷及磨蚀的数据传递推导相应的插值算法,并结合生死单元功能,... 山区公路桥梁长期遭受冲刷及磨蚀等水文灾害,期间可能同时伴随崩塌落石等地质灾害的作用.为探明多灾害作用下山区公路桥梁的结构响应及损伤机理,从流固耦合的角度出发,针对冲刷及磨蚀的数据传递推导相应的插值算法,并结合生死单元功能,构建基于Delaunay三角剖分及特征点协同插值的山区公路桥梁多灾害联合作用数值仿真方法.首先,针对冲刷数据,基于三角形内部插值理论构建冲刷数据传递方程.其次,针对磨蚀/波流力数据,基于三维表面Delaunay三角剖分及三角形外部插值理论补充推导数据传递方程,再利用特征点协同插值算法计算结构域目标单元总结果.最后,基于生死单元功能,在结构域中考虑冲刷坑及桩基磨蚀形态,构建冲刷及磨蚀条件下落石冲击山区公路桥梁墩柱数值模型.结果表明:所采用的针对冲刷及磨蚀模型数据的插值方法精度较高;在不同的冲击速度、冲击角度及落石质量工况下,与无冲刷磨蚀相比,冲刷、冲刷磨蚀条件下桥墩冲击力峰值的相对变化呈现非线性特征,此外,在冲刷条件下,桩基磨蚀对冲击力峰值亦产生非线性影响;随着冲击速度及落石质量的增大,各条件下冲击点位移峰值均变大,且位移峰值从大到小均依次为冲刷、冲刷磨蚀和无冲刷磨蚀,同时在各冲击速度、冲击角度及落石质量工况下,磨蚀引起的位移峰值最大降幅分别约为2%、11%及4%. 展开更多
关键词 多灾害 三角剖分 协同插值 生死单元 数值模型
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煤矿综采工作面人员入侵危险区域智能识别方法 被引量:6
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作者 毛清华 翟姣 +2 位作者 胡鑫 苏毅楠 薛旭升 《煤炭学报》 北大核心 2025年第2期1347-1361,共15页
为解决煤矿综采工作面人员尺度多变、危险区域动态变化等因素导致人员入侵危险区域时,视频AI识别准确率不高的问题,提出一种RSCA-YOLOv8s与危险区域自动划分的煤矿综采工作面人员入侵危险区域智能识别方法。针对综采工作面人员识别准确... 为解决煤矿综采工作面人员尺度多变、危险区域动态变化等因素导致人员入侵危险区域时,视频AI识别准确率不高的问题,提出一种RSCA-YOLOv8s与危险区域自动划分的煤矿综采工作面人员入侵危险区域智能识别方法。针对综采工作面人员识别准确率低问题,在YOLOv8s模型基础上引入RFAConv-SE(Squeeze-and-Excitation with Receptive-Field Attention Convolution)与CCNet(Criss-Cross Attention Network)注意力模块提高复杂背景图像中模型对全局及上下文信息的捕获能力,C2f模块融合Res2Net网络提高模型的多尺度和小目标人员特征提取能力,通过改进的SPCASFF(Adaptive Structure Feature Fusion with Sub-Pixel Convolution layer)模块提升模型对多尺度人员特征的自适应融合能力。针对综采工作面摄像头跟随液压支架动态变化导致危险区域在视场范围内动态变化的问题,提出一种基于护帮板、挡煤板标志性目标关键特征点提取的危险区域自动划分方法。针对危险区域不规则变化与基于重叠度的判断方法参数设置困难的问题,提出一种基于射线法判断人员与危险区域像素坐标位置关系的人员入侵危险区域精准识别方法。通过消融试验、RSCA-YOLOv8s与YOLOv5s、YOLOv8-SPDConv等方法对比试验,以及综采工作面7组多场景危险区域自动划分与5组人员入侵危险区域识别试验测试,结果表明:RSCA-YOLOv8s的人员识别方法准确率更高,达到了97.2%,相较基线模型mAP@0.5提高了1.1%,mAP@0.5:0.95提高了2.5%,对小目标人员具有更准确的识别能力和更高的识别精度;该方法危险区域自动划分的平均准确率为97.285%,人员入侵危险区域的判别准确率为98%以上。 展开更多
关键词 综采工作面 人员入侵 危险区域 多尺度目标 YOLOv8s 区域自动划分
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