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Gravity-Driven Listric Growth Fault and Sedimentation in the Lagoa do Peixe, Rio Grande do Sul Coastal Plain, Brazil
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作者 Bruno Silva da Fontoura Adelir José Strieder +1 位作者 Iran Carlos Stalliviere Corrêa Paulo Rogério Mendes 《Open Journal of Geology》 CAS 2024年第4期594-616,共23页
High frequency, high resolution GPR surveys are successfully applied to investigate near-surface stratification architecture of sedimentary units in coastal plains and to define their depositional conditions. However,... High frequency, high resolution GPR surveys are successfully applied to investigate near-surface stratification architecture of sedimentary units in coastal plains and to define their depositional conditions. However, low frequency GPR surveys to investigate fault-related depositional systems at greater depths are scarce. This survey was designed investigate a > 100 km long linear escarpment that controls the northwest margin of the Lagoa do Peixe, an important lagoon in Rio Grande do Sul Coastal Plain (RGSCP, Brazil). The traditional approach points that RGSCP was developed by juxtaposition of four lagoons/barrier systems as consequence of sea level changes;no deformational structure is admitted to exist before. The low frequency GPR (50 MHz, RTA antenna) and geological surveys carried out in the RGSCP showed the existence of a large, gravity-driven listric growth fault controlling the Lagoa do Peixe escarpment and hangingwall sedimentation. The radargrams in four subareas along the Lagoa do Peixe Growth Fault could be interpreted following the seismic expression of rift-related depositional systems. The radargrams enabled to distinguish three main lagoonal deposition radarfacies. The lower lagoonal radarfacies is a convex upward unit, thicker close to growth fault;the radarfacies geometry indicates that fault displacement rate surpasses the sedimentation rate, and its upper stratum is aged ~3500 <sup>l4</sup>C years BP. The second lagoonal radarfacies is a triangular wedge restricted to the lagoon depocenter, whose geometry indicates that fault displacement and the sedimentation rates kept pace. The upper lagoonal radarfacies is being deposited since 1060 ± 70 <sup>l4</sup>C years BP, under sedimentation rate higher than fault displacement rate. The results indicate that low frequency GPR surveys can help in investigating fault-related depositional systems in coastal zones. They also point to a new approach in dealing with RGSCP stratigraphy. 展开更多
关键词 GPR (Ground-Penetrating Radar) growth fault SEDIMENTATION Radarfacies Coastal Plain
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Control of relay structure on mineralization of sedimentary-exhalative ore deposit in growth faults of graben systems 被引量:1
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作者 奚小双 汤静如 +1 位作者 孔华 何绍勋 《Journal of Central South University of Technology》 2005年第3期340-345,共6页
Based on the study of ore deposits and orebody structures of two sedimentary-exhalative ore deposits, i.e., Changba and Xitieshan Ore Deposits, it is found that the structural patterns of metallogenic basin of seafloo... Based on the study of ore deposits and orebody structures of two sedimentary-exhalative ore deposits, i.e., Changba and Xitieshan Ore Deposits, it is found that the structural patterns of metallogenic basin of seafloor exhalative sulfide deposits in the ancient graben systems are controlled by relay structures in normal faults. The shapes of metallogenic basins are composed of tilting ramp, fault-tip ramp and relay ramp, which dominate migration of gravity current of ore-hosted fluid and shape of orebody sedimentary fan in the ramp. By measuring and comparing the difference of length-to-thickness ratios of orebody sedimentary fan, the result shows that the occurrence of the ramp has a remarkable impact on the shape of orebody. 展开更多
关键词 矿床 继电器 正断层 盆地
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Fault-Growth Pattern of the South Margin Normal Fault of the Yuguang Basin in Northwest Beijing and its Influencing Factors 被引量:6
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作者 WANG Lin TIAN Qinjian +1 位作者 LI Dewen ZHANG Xiaoliang 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2013年第3期707-719,共13页
Based on high-resolution remote sensing image interpretation, digital elevation model 3-D analysis, field geologic field investigation, trenching engineering, and ground-penetrating radar, synthetic research on the ev... Based on high-resolution remote sensing image interpretation, digital elevation model 3-D analysis, field geologic field investigation, trenching engineering, and ground-penetrating radar, synthetic research on the evolution of the Yuguang Basin South Margin Fault (YBSMF) in northwest Beijing was carried out. We found that the propagation and growth of faults most often occurred often at two locations: the fault overlapping zone and the uneven or rough fault segment. Through detailed observation and analysis of all cropouts of faults along the YBSMF from zone a to zone i, we identified three major factors that dominate or affect fault propagation and growth. First, the irregularity of fault geometry determine the propagation and growth of the fault, and therefore, the faults always propagate and grow at such irregular fault segments. The fault finally cuts off and eliminates its irregularity, making the fault geometry and fault plane smoother than before, which contributes to the slipping movement of the half-graben block in the basin. Second, the scale of the irregularity of the fault geometry affects the result of fault propagation and growth, that is, the degree of the cutting off of fault irregularity. The degree of cutting off decreases as irregularity scale increases. Third, the maximum possible slip displacement of the fault segment influences the duration of fault propagation and growth. The duration at the central segments with a large slip displacement is longer than that at the end segments with a smaller slippage value. 展开更多
关键词 normal fault fault propagation and growth fault overlapping zone irregular fault segment
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A New Growth Model of Fault Attributes in a Strike-Slip Fault System in the Tarim Basin 被引量:1
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作者 ZHANG Yintao WU Guanghui +3 位作者 WANG Junfang LI Guohui WAN Xiaoguo YANG Tianyi 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2020年第5期1373-1380,共8页
Fault attributes generally display a consistent power–law-scaling relationship.Based on new 3 D seismic data,however,we found some exceptional fault attribute relationships of lengths(L)–throw(T)(vertical component ... Fault attributes generally display a consistent power–law-scaling relationship.Based on new 3 D seismic data,however,we found some exceptional fault attribute relationships of lengths(L)–throw(T)(vertical component of displacement),overlap zone length(Lo)–width(Wo)from a strike-slip fault system of the Ordovician carbonates in the Tarim Basin.The L–T relationship shows two linear segments with breakup at^40 km in fault length.This presents an exceptional throw increase in the second stage,which is attributed to a localization of vertical displacement and deformation in overlapping zones other than the different fault scales in a mature fault zone.The Lo–Wo relationship in the overlapping zones shows multiply stepped-shape patterns,suggesting multiple fault differential growth and periodic increase in fault size.Therefore,we propose a new alternative growth model of fault attributes in strike-slip fault zones,in which the overlapping zones accumulated localized displacement and deformation in the intracratonic strike-slip fault zone. 展开更多
关键词 fault modeling fault attributes strike-slip fault overlapping zone power-law-scaling fault growth process
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Origin and growth mechanisms of strike-slip faults in the central Tarim cratonic basin, NW China 被引量:1
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作者 WU Guanghui MA Bingshan +4 位作者 HAN Jianfa GUAN Baozhu CHEN Xin YANG Peng XIE Zhou 《Petroleum Exploration and Development》 CSCD 2021年第3期595-607,共13页
Through fault structure analysis and chronology study, we discuss the origin and growth mechanisms of strike-slip faults in the Tarim Basin.(1) Multiple stages strike-slip faults with inherited growth were developed i... Through fault structure analysis and chronology study, we discuss the origin and growth mechanisms of strike-slip faults in the Tarim Basin.(1) Multiple stages strike-slip faults with inherited growth were developed in the central Tarim cratonic basin. The faults initiation time is constrained at the end of Middle Ordovician of about 460 Ma according to U-Pb dating of the fault cements and seismic interpretation.(2) The formation of the strike-slip faults was controlled by the near N-S direction stress field caused by far-field compression of the closing of the Proto-Tethys Ocean.(3) The faults localization and characteristics were influenced by the pre-existing structures of the NE trending weakening zones in the basement and lithofacies change from south to north.(4) Following the fault initiation under the Andersonian mechanism, the strike-slip fault growth was dominantly fault linkage, associated with fault tip propagation and interaction of non-Andersonian mechanisms.(5) Sequential slip accommodated deformation in the conjugate strike-slip fault interaction zones, strong localization of the main displacement and deformation occurred in the overlap zones in the northern Tarim, while the fault tips, particularly of narrow-deep grabens, and strike-slip segments in thrust zones accumulated more deformation and strain in the Central uplift. In conclusion, non-Andersonian mechanisms, dominantly fault linkage and interaction, resulted in the small displacement but long intraplate strike-slip fault development in the central Tarim Basin. The regional and localized field stress, and pre-existing structures and lithofacies difference had strong impacts on the diversity of the strike-slip faults in the Tarim cratonic basin. 展开更多
关键词 strike-slip fault fault dating fault growth mechanism non-Andersonian faulting stress field pre-existing structure Tarim Basin
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Timing,Displacement and Growth Pattern of the Altyn Tagh Fault:A Review 被引量:3
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作者 DAI Shuang DAI Wei +5 位作者 ZHAO Zhenbin LUO Junhua QIANG Lei MA Xin ZHANG Xianwen XU Jianjun 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2017年第2期669-687,共19页
The Altyn Tagh Fault(ATF) is the longest, lithospheric scale and strike-slip fault in East Asia. In the last three decades, multidisciplinary studies focusing on the timing, displacement of strikeslip and growth mec... The Altyn Tagh Fault(ATF) is the longest, lithospheric scale and strike-slip fault in East Asia. In the last three decades, multidisciplinary studies focusing on the timing, displacement of strikeslip and growth mechanics of the ATF have made great progresses. Most studies revealed that the ATF is a sinistral strike-slip and thrust fault, which underwent multiple episodes of activation. The fault is oriented NEE with a length of 1600 km, but the direction, timing of activity and magnitude of its extension eastward are still unclear. The AFT was predominately active during the Mesozoic and Cenozoic, in relation to the Mesozoic collision of the Cimmerian continent(Qiangtang and Lhasa block) and Cenozoic collision of India with Asia. The AFT strike-slipped with a left-lateral displacement of ca. 400 km during the Cenozoic and the displacement were bigger in the western segment and stronger in the early stage of fault activation. The slip-rates in the Quaternary were bigger in the middle segment than in the western and eastern segment. We roughly estimated the Mesozoic displacement as ca. 150-300 km. The latest paleomagnetic data showed that the clockwise vertical-axis rotation did not take place in the huge basins(the Tarim and Qaidam) at both side of ATF during the Cenozoic, but the rotation happened in the small basins along the ATF. This rotation may play an important role on accommodating the tectonic deformation and displacement of the ATF. Even if we have achieved consensus for many issues related to the ATF, some issues still need to be study deeply; such as:(a) the temporal and spatial coupling relationship between the collision of Cimmerian continent with Asia and the history of AFT in the Mesozoic and(b) the tectonic deformation history which records by the sediments of the basins within and at both side of AFT and was constrained by a high-resolution and accurate chronology such as magnetostratigraphy and paleomagnetic data. 展开更多
关键词 TIMING displacement of strike-slip growth PALEOMAGNETISM Altyn Tagh fault Proto-Tethys
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GRAINREDUCTIONANDGROWTHINFAULTING
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作者 Duan Jiarui Kong Hua(Department of Geology, Central South University of Technology,Changsha 410083, China) 《Journal of Central South University》 SCIE EI CAS 1996年第1期46-48,共3页
GRAINREDUCTIONANDGROWTHINFAULTINGANDNEWCLASSIFICATIONOFFAULTEDROCKSDuanJiaruiKongHua(DepartmentofGeology,Cen... GRAINREDUCTIONANDGROWTHINFAULTINGANDNEWCLASSIFICATIONOFFAULTEDROCKSDuanJiaruiKongHua(DepartmentofGeology,CentralSouthUniversi... 展开更多
关键词 REDUCTION growth faultING classification〖J
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THE FORMATION AND EVOLUTION OF ALTYN TAGH FAULT SYSTEM AND ITS RELATIONSHIP TO THE GROWTH OF TIBETAN PLATEAU 被引量:1
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作者 Wang Xiaofeng\+1, Yin An\+2, Peter Rumelhart\+2, Eric Cowgill\+2, Chen Xuanhua\+1, Chen Zhengle\+1, T.Mark Harrison\+2, Zhang Yueqiao\+1,Zhang Qing\+1, Zhou Xianqiang\+1 《地学前缘》 EI CAS CSCD 2000年第S1期264-264,共1页
One of the focus views of the uplifting of Tibetan Plateau is the growth history of the plateau. This is an unresolved question because of the poor study in north margin, where the ATF (Altyn Tagh Fault) is acting an ... One of the focus views of the uplifting of Tibetan Plateau is the growth history of the plateau. This is an unresolved question because of the poor study in north margin, where the ATF (Altyn Tagh Fault) is acting an important role in the growth and deformation of the plateau. The fault links two huge contractional belts, e.g. Qilian Nan Shan and West Kunlun, and merges a series of thrusting\|folding arcs in southeast. Mapping of piercing points, such as unconformities between Cenozoic, Mesozoic and Paleozoic strata, and magmatic arcs, shows left slips of ca. 240km and ca. 550km along the middle and western segments of the ATF. About 140~450km of crustal shortening, approximately the same magnitude as the west segment of the ATF, is deduced from balanced sections in West Kunlun foreland thrusting belt. This implies that left\|slip displacement along the west segment of the ATF was absorbed by the contraction in West Kunlun. The ATF system merged bunches of WNW arcuated fold\|fault belts in Qaidam basin, implying anti\|clockwise rotation. Tertiary and some Lower to Middle Pleistocene strata involved in fold\|fault belts, and dip in ESE due to the uplifting of Altyn Tagh. The newest strata involved in the deformation is more and more younger from south to north, that is, from Lower Pliocene to Middle Pleistocene, showing the uplifting trends from south to north in the SE side of the fault. 展开更多
关键词 Altyn Tagh fault SLIP MAGNITUDE BASIN growth series denudat ion
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Reliability Growth Modeling and Optimal Release Policy Under Fuzzy Environment of an N-version Programming System Incorporating the Effect of Fault Removal Efficiency
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作者 P.K.Kapur Anshu Gupta P.C.Jha 《International Journal of Automation and computing》 EI 2007年第4期369-379,共11页
Failure of a safety critical system can lead to big losses. Very high software reliability is required for automating the working of systems such as aircraft controller and nuclear reactor controller software systems.... Failure of a safety critical system can lead to big losses. Very high software reliability is required for automating the working of systems such as aircraft controller and nuclear reactor controller software systems. Fault-tolerant softwares are used to increase the overall reliability of software systems. Fault tolerance is achieved using the fault-tolerant schemes such as fault recovery (recovery block scheme), fault masking (N-version programming (NVP)) or a combination of both (Hybrid scheme). These softwares incorporate the ability of system survival even on a failure. Many researchers in the field of software engineering have done excellent work to study the reliability of fault-tolerant systems. Most of them consider the stable system reliability. Few attempts have been made in reliability modeling to study the reliability growth for an NVP system. Recently, a model was proposed to analyze the reliability growth of an NVP system incorporating the effect of fault removal efficiency. In this model, a proportion of the number of failures is assumed to be a measure of fault generation while an appropriate measure of fault generation should be the proportion of faults removed. In this paper, we first propose a testing efficiency model incorporating the effect of imperfect fault debugging and error generation. Using this model, a software reliability growth model (SRGM) is developed to model the reliability growth of an NVP system. The proposed model is useful for practical applications and can provide the measures of debugging effectiveness and additional workload or skilled professional required. It is very important for a developer to determine the optimal release time of the software to improve its performance in terms of competition and cost. In this paper, we also formulate the optimal software release time problem for a 3VP system under fuzzy environment and discuss a the fuzzy optimization technique for solving the problem with a numerical illustration. 展开更多
关键词 fault tolerant software reliability growth model release time fuzzy optimization.
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泌阳凹陷下二门地区生长断层控砂作用研究
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作者 李智 李双建 +3 位作者 张志业 王雷 安艳君 王雪梅 《西北地质》 CSCD 北大核心 2024年第1期139-150,共12页
泌阳凹陷下二门地区油气资源丰富,油藏类型以断层-岩性油气藏为主,断裂特征与砂体展布的配置关系是该区油气勘探的主控因素。笔者综合3D地震、钻测井、岩心资料,以古近系核桃园组三段Ⅳ油组1小层(Eh3Ⅳ1)为例,通过精细构造解析、断层活... 泌阳凹陷下二门地区油气资源丰富,油藏类型以断层-岩性油气藏为主,断裂特征与砂体展布的配置关系是该区油气勘探的主控因素。笔者综合3D地震、钻测井、岩心资料,以古近系核桃园组三段Ⅳ油组1小层(Eh3Ⅳ1)为例,通过精细构造解析、断层活动性定量分析和砂体展布特征刻画,从构造活动-沉积响应的角度分析生长断层对辫状河三角洲砂体展布的控制作用。结果表明,下二门地区主要发育一系列SW-NE转近E-W走向的北倾生长正断层,剖面形态呈阶梯状断层组合,各条断层沿走向活动性差异明显。研究区主要发育侯庄辫状河三角洲前缘亚相和前三角洲亚相,平面上来自北部的水下分流河道砂体在断层转换带或同一断层活动性较弱部位易通过,而在活动性较强部位受到限制或转向。垂向上,通过活动性较弱区域砂体垂向连续叠置、加厚发育,通过活动性较强区域砂体垂向间歇分散、减薄发育。该研究可为东部断陷盆地低序级生长断层发育区砂体展布规律认识和断层-岩性油气藏勘探开发提供一定借鉴。 展开更多
关键词 泌阳凹陷 下二门地区 核桃园组 生长断层 砂体展布
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THE GROWTH MODE OF ALTUN FAULT AND IT'S DYNAMICS
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作者 Cui Junwen, Li Pengwu, Li Li (Institute of Geology, Chinese Academy of Geological Sciences, Beijing 100037,China) 《地学前缘》 EI CAS CSCD 2000年第S1期260-260,共1页
A set of ENE\|trending fault which locates in the rigid Tarim massif and flexible Qilian massif in the same dynamic system of the uplift of the Qinghai—Tibetan plateau is referred to as the Altun Fault (ALF). ALF dis... A set of ENE\|trending fault which locates in the rigid Tarim massif and flexible Qilian massif in the same dynamic system of the uplift of the Qinghai—Tibetan plateau is referred to as the Altun Fault (ALF). ALF displays a linear geometry or a geometry of overlapping of linear and arcuate segments and a growth and development process of the breakdown segment\|by\|segment, connection segment\|by\|segment and propagation gradually (northeastward migration of the northeast tip, southwestward growth of the southwest tip). The formation of the Altun fault began in the middle or upper Carboniferous. It was characteristic of the sinistral strike\|slip\|thrust before Eocene, of the thrust\|sinistral strike\|slip during Oligocene—Miocene, and of the normal slip, and thrust\|sinistral strike\|slip simultaneously since Miocene. 展开更多
关键词 Altun fault sinistral strike\|slip geometry growth MODE o verstep THRUST sequence THRUST propagation transformation fault DYNAMICS MODE l
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The Altun Fault: Its Geometry, Nature and Mode of Growth 被引量:5
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作者 崔军文 李莉 +4 位作者 杨经绥 岳永军 李朋武 张建新 陈文 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2001年第2期133-143,共11页
The Altun (or Altyn Tagh) fault displays a geometry of overlapping of linear and arcuate segments and shows strong inhomogeneity in time and space. It is a gigantic fault system with complex mechanical behaviours incl... The Altun (or Altyn Tagh) fault displays a geometry of overlapping of linear and arcuate segments and shows strong inhomogeneity in time and space. It is a gigantic fault system with complex mechanical behaviours including thrusting, sinistral strike slip and normal slip. The strike slip and normal slip mainly occurred in the Cretaceous—Cenozoic and Plio-Quaternary respectively, whereas the thrusting was a deformation event that has played a dominant role since the late Palaeozoic (for a duration of about 305 Ma). The formation of the Altun fault was related to strong inhomogeneous deformation of the massifs on its two sides (in the hinterland of the Altun Mountains contractional deformation predominated and in the Qilian massif thrust propagation was dominant). The fault experienced a dynamic process of successive break-up and connection of its segments and gradual propagation, which was synchronous with the development of an overstep thrust sequence in the Qilian massif and the uplift of the Qinghai-Tibet plateau. With southward propagation of the thrust sequence and continued uplift of the plateau, the NE tip of the Altun fault moved in a NE direction, while the SW tip grew in a SW direction. 展开更多
关键词 Altun (Altyn Tagh) fault thrust sequence propagation sinistral strike-slip mode of growth
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新生代晚期挤压作用下活动背斜区的构造变形特征及其地震地质灾害效应
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作者 杨晓平 陈杰 +5 位作者 李安 黄伟亮 张玲 杨海波 胡宗凯 左玉琦 《地质力学学报》 CSCD 北大核心 2024年第2期225-241,共17页
活动背斜是第四纪晚期以来在活动挤压构造区域内吸收地壳缩短变形的主要地质构造之一,其是在挤压背景下形成的一个复杂的构造系统,由多种活动构造变形组成。发生在挤压构造区的大地震可以使褶皱相关断层、褶皱陡坎、翼部地形倾斜和地质... 活动背斜是第四纪晚期以来在活动挤压构造区域内吸收地壳缩短变形的主要地质构造之一,其是在挤压背景下形成的一个复杂的构造系统,由多种活动构造变形组成。发生在挤压构造区的大地震可以使褶皱相关断层、褶皱陡坎、翼部地形倾斜和地质体缩短等发生同震破裂或地面倾斜,进而引发严重的地震地质灾害,从理论研究和工程抗震两方面均需重视。因此,文章立足现有的逆断层相关褶皱、褶皱侧向扩展等理论,通过典型的主逆冲断层、反冲断层、弯矩断层、弯滑断层、共轭剪切断层和褶皱陡坎等实例,探讨了与褶皱相关的同震活动构造变形对建筑物的影响和破坏作用。研究认为,在强震导致的活动背斜地壳缩短、垂向隆升和侧向扩展过程中,背斜两翼和倾伏端的地面掀斜对重大工程建筑的安全运行构成威胁;同时,区域地壳缩短引发的弯曲变形给跨越活动背斜的重大线状工程造成的潜在地震危险和诱发的地质灾害值得关注。 展开更多
关键词 褶皱相关断层 褶皱陡坎 褶皱生长 侧向扩展 地震地质灾害
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基于FP-Growth算法的配电网薄弱点分析研究 被引量:7
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作者 黄悦华 邹子豪 +1 位作者 张赟宁 杨艾竹 《电测与仪表》 北大核心 2020年第17期79-84,135,共7页
随着配电网快速发展,对配电网运行稳定性的要求也愈来愈高。但由于设备复杂度高、外界因素影响较多,造成配电网故障时有发生。针对配电网设备通常于薄弱点处发生故障的问题,文中提出薄弱度的概念来量化分析薄弱点。同时,为判断薄弱点的... 随着配电网快速发展,对配电网运行稳定性的要求也愈来愈高。但由于设备复杂度高、外界因素影响较多,造成配电网故障时有发生。针对配电网设备通常于薄弱点处发生故障的问题,文中提出薄弱度的概念来量化分析薄弱点。同时,为判断薄弱点的薄弱程度,将配电网薄弱度设置为等于FP-Growth算法中支持度的数值。随后将库尔钦斯基(Kulczynski)度量与不平衡比配合使用,验证关联规则的强关联性及是否有意义。通过算例及实际运行情况验证了该方法的有效性,为配电网运行薄弱点的分析检测提供支持。 展开更多
关键词 薄弱点分析 数据挖掘 FP-growth算法 故障诱因 薄弱度
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基于改进FP-Growth算法的无人机飞行故障诊断 被引量:1
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作者 郑伟 李强 张永飞 《科技创新与应用》 2019年第13期16-19,共4页
为了探究无人机飞行数据中征兆与故障的内在联系,提出了一种改进FP-Growth算法。该算法首先在数据挖掘中设计了符合无人机飞行故障特点的约束条件,作为对FP-Growth算法的改进重点,然后对飞行数据特征库进行筛选并建立FP-tree,进而挖掘... 为了探究无人机飞行数据中征兆与故障的内在联系,提出了一种改进FP-Growth算法。该算法首先在数据挖掘中设计了符合无人机飞行故障特点的约束条件,作为对FP-Growth算法的改进重点,然后对飞行数据特征库进行筛选并建立FP-tree,进而挖掘出有效的关联规则,最后生成规则库,为无人机飞行故障的定位提供依据。应用实验表明,提出的改进FP-Growth算法能够快速、准确地为无人机飞行故障做出诊断,并且规则库具有良好的规模增长性。 展开更多
关键词 数据挖掘 关联规则 FP-growth 无人机 故障诊断
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一种基于改进FP-Growth算法的动车组故障预测研究 被引量:1
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作者 张春 郭玉霞 《铁路计算机应用》 2017年第12期1-4,共4页
动车组的故障预测和健康管理是目前的研究热点,其中,故障预测的关键是寻找动车组故障信息和状态信息之间的关联关系。频繁模式增长(FP-Growth)算法是关联规则挖掘中的经典算法之一,用来挖掘频繁项集。针对动车组故障数据提出了一种改进... 动车组的故障预测和健康管理是目前的研究热点,其中,故障预测的关键是寻找动车组故障信息和状态信息之间的关联关系。频繁模式增长(FP-Growth)算法是关联规则挖掘中的经典算法之一,用来挖掘频繁项集。针对动车组故障数据提出了一种改进的FP-Growth(IFP-Growth,Improved FPGrowth)算法,采用先序遍历FP-tree的方法产生条件模式基。实验结果表明,IFP-Growth算法能够有效提高动车组故障数据挖掘的效率,并且能够有效地挖掘动车组故障信息和状态信息之间的关联关系。 展开更多
关键词 关联规则 FP-growth算法 动车组 故障预测
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改进FP-Growth算法下云服务器故障诊断研究 被引量:1
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作者 张衡 王大勇 宋朋 《计算机仿真》 北大核心 2022年第12期373-377,共5页
大规模云服务器的资源类型较多,数据量巨大,因此云计算环境下服务器参数易发生异常问题,导致服务器产生故障。提出基于改进频繁模式增长(Frequent Pattern Growth, FP-Growth)算法的云服务器故障诊断方法。优先建立支持度函数完成服务... 大规模云服务器的资源类型较多,数据量巨大,因此云计算环境下服务器参数易发生异常问题,导致服务器产生故障。提出基于改进频繁模式增长(Frequent Pattern Growth, FP-Growth)算法的云服务器故障诊断方法。优先建立支持度函数完成服务器各项参数对应支持度的映射。采用关键字筛选方法将频繁项划分为关键项表和非关键项表两个部分。应用改进的FP-Growth算法,设定参数阈值规则,获取各个服务器故障向量变量的子集,以此为依据组建不同故障变量的条件频繁模式树(Frequent Pattern Tree, FP-tree),通过各个数据子集挖掘出的频繁项集求并集,得到包含全部故障诊断信息的频繁项集,最终完成云服务器故障诊断。经实验测试结果表明,所提方法能够在5ms内完成云服务器多类型故障诊断,且故障诊断精度为90%~100%。实验结果证明,上述方法具有可靠的应用性能。 展开更多
关键词 改进频繁模式增长算法 云服务器 故障诊断 频繁项集
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基于改进FP-Growth算法的CRHX型动车组牵引系统关联失效模型研究 被引量:5
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作者 王艳辉 王淑君 +1 位作者 李曼 林帅 《铁道学报》 EI CAS CSCD 北大核心 2016年第9期72-80,共9页
基于CRHX型动车组牵引系统运营过程中的故障数据,分析故障数据的特征,研究设备之间的关联失效关系。依托课题组前期对故障信息特征词提取的研究,本文结合故障信息特征词的特点优化经典的关联规则挖掘算法,提出改进的FP-Growth算法,并进... 基于CRHX型动车组牵引系统运营过程中的故障数据,分析故障数据的特征,研究设备之间的关联失效关系。依托课题组前期对故障信息特征词提取的研究,本文结合故障信息特征词的特点优化经典的关联规则挖掘算法,提出改进的FP-Growth算法,并进行算法性能测试,结果表明该算法准确高效;基于改进的FPGrowth算法分析设备的故障信息特征词,挖掘设备关联失效规则,建立设备的关联失效模型。最后,以CRHX型动车组牵引系统为例进行研究,验证了改进FP-Growth算法的有效性和实用性。 展开更多
关键词 故障信息 改进FP-growth算法 关联规则 关联失效模型
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Genetic models of structural traps related to normal faults in the Putaohua Oilfield,Songliao Basin 被引量:3
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作者 Sun Simin Wu Xinsong +1 位作者 Liu Hongtao Wang Changsheng 《Petroleum Science》 SCIE CAS CSCD 2008年第4期302-307,共6页
The Putaohua Oilfield is a fault-prolific area and the faults have close relation with structural traps. The genetic models of the structural traps in the Putaohua Oilfield can be divided into two types: individual f... The Putaohua Oilfield is a fault-prolific area and the faults have close relation with structural traps. The genetic models of the structural traps in the Putaohua Oilfield can be divided into two types: individual fault model and multi-fault interaction model. This is based on the description of displacement distribution of typical individual normal faults, the geometry of the footwall and hanging wall, and the analysis of the interaction between faults and the corresponding change in geometry when the faults grow. The individual fault model is that the displacement reaches a maximum at or near the center of fault and decreases toward the fault tips, so a half-graben is formed on the hanging wall of the fault and a half- anticline is formed on the footwall because of the isostatic process. The multi-fault interaction model is that during the growth of faults, they overlap and interact with each other, and accommodation zones are formed in the overlapping segments. The accommodation zones are favorable targets for hydrocarbon exploration, and the trap characteristics are dependent The multi-fault interaction model can be subdivided on the extent of overlap and occurrence of faults. into three types: synthetic accommodation zone, convergent accommodation zone and divergent accommodation zone. Hydrocarbon migration and accumulation models of each type have been developed. The hydrocarbon migration and accumulation models of the traps with different genetic models have their own characteristics in the different stages of fault growth. 展开更多
关键词 Songliao Basin Putaohua Oilfield accommodation zone normal fault growth structural trap
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基于FP-Growth改进算法的云服务器故障数据分析 被引量:9
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作者 何望 林果园 《计算机工程与科学》 CSCD 北大核心 2020年第5期770-775,共6页
针对云服务器使用过程中参数异常的问题,介绍了云服务器的参数数据获取、数据清洗整理和有效分析过程。针对现有频繁模式增长(FP-Growth)算法中存在的条件FP-tree构建过程过于冗余以及数据量级越大处理效率越低的问题,提出了一种改进的F... 针对云服务器使用过程中参数异常的问题,介绍了云服务器的参数数据获取、数据清洗整理和有效分析过程。针对现有频繁模式增长(FP-Growth)算法中存在的条件FP-tree构建过程过于冗余以及数据量级越大处理效率越低的问题,提出了一种改进的FP-Growth算法,引入数组标记策略,每个FP-tree节点只保留指向父节点的指针。改进算法在挖掘过程中无需生成条件FP-tree,减少了时空消耗。实验结果表明,改进后的FP-Growth并行算法能够有效地提高云平台虚拟机异常数据的关联分析效率,并且改进算法也适用于较大规模数据集的数据挖掘工作。 展开更多
关键词 云服务器 故障分析 FP-growth算法 数据挖掘
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