Structural damage detection using the optimal weights of the approximating artificial neural networks     

Shih‐Lin Hung  C. Y. Kao 《地震工程与结构动力学》2002,31(2):217-234

This work presents a novel neural network‐based approach to detect structural damage. The proposed approach comprises two steps. The first step, system identification, involves using neural system identification networks (NSINs) to identify the undamaged and damaged states of a structural system. The partial derivatives of the outputs with respect to the inputs of the NSIN, which identifies the system in a certain undamaged or damaged state, have a negligible variation with different system errors. This loosely defined unique property enables these partial derivatives to quantitatively indicate system damage from the model parameters. The second step, structural damage detection, involves using the neural damage detection network (NDDN) to detect the location and extent of the structural damage. The input to the NDDN is taken as the aforementioned partial derivatives of NSIN, and the output of the NDDN identifies the damage level for each member in the structure. Moreover, SDOF and MDOF examples are presented to demonstrate the feasibility of using the proposed method for damage detection of linear structures. Copyright © 2001 John Wiley & Sons, Ltd.  相似文献   

Volcanological and petrological evolution of Marsili Seamount (southern Tyrrhenian Sea)     

Teresa Trua  Giancarlo Serri  Michael Marani  Alberto Renzulli  Fabiano Gamberi 《Journal of Volcanology and Geothermal Research》2002,114(3-4)

A swath bathymetric survey was conducted on Marsili Volcano, the biggest seamount in the Tyrrhenian Sea. It stands 3000 m above the surrounding oceanic crust of the 3500 m-deep Marsili back-arc basin and is axially located within the basin. The seamount has an elongated shape and presents distinctive morphology, with narrow (<1000 m) ridges, made up of several elongated cones, on the summit zone and extensive cone fields on its lower flanks. A dredging campaign carried out at water depths varying between 3400 and 600 m indicates that most of Marsili Seamount is composed of medium-K calc-alkaline basalts. Evolved high-K andesites were only recovered from the small cones on the summit axis zone. Petrological and geochemical characteristics of the least differentiated basalts reveal that at least two varieties of magmas have been erupted on the Marsili Volcano. Group 1 basalts have plagioclase and olivine as dominant phases and show lower Al, Ca, K, Ba, Rb and Sr, and higher Fe, Na, Ti and Zr with respect to a second type of basaltic magma. Group 2 basalts reveal the presence of clinopyroxene as an additional phenocryst phase. In addition, the two basaltic magmas have different original pre-eruptive H₂O content (group 1, H₂O-poor and group 2, H₂O-rich). Moreover, comparison of the compositional trends and mineralogical compositions obtained from MELTS [Ghiorso, M.S., Sack, R.O., Contrib. Mineral. Petrol. 119 (1995) 197–212] fractional crystallization calculations reveal that the evolved andesites can only exclusively be derived from a low-pressure (0.3 kbar) fractionation of magmas compositionally similar to the least evolved group 2 basalts. Finally, we suggest that the high vesicularity of the basalts sampled at relatively great depths (>2400 m) on the edifice is governed by H₂O and, probably, CO₂ exsolution and is not a feature indicative of shallow water depth eruption.  相似文献   

大别山东部花岗岩类的稀土元素地球化学及其地质意义   总被引：1，自引：0，他引：1  

胡雄星  马东升 《矿产与地质》2002,16(6):321-326

在研究大别山东部主要花岗岩体的稀土元素地球化学特征、稀土元素配分型式的基础上 ,探讨了花岗岩体的物质来源、成岩模式及其构造意义。研究表明 :(1)大别山东部出露的主要花岗岩类岩体的物质来源基本相同 ,且源区具有古岛弧的特征 ;(2 )各岩体的成岩模式呈现以分离结晶作用为主的特征 ;(3)花岗质岩浆上侵的构造环境与中国东部燕山期构造转折的大背景有关。伸展拉张过程造成的地幔上涌不但是花岗岩类形成的构造条件 ,也对超高压变质岩的快速折返有重要影响。  相似文献   

A garnet population in Yellowknife schist, Canada   总被引：6，自引：0，他引：6  

R. KRETZ 《Journal of Metamorphic Geology》1993,11(1):101-120

Abstract Data are presented on a garnet population in a specimen of garnet-biotite-plagioclase-quartz schist from the cordierite zone of an Archaean thermal dome in the Southern Slave Province of the Canadian Shield. Garnet crystals are bounded by planar dodecahedral faces and by trapezohedral faces which on the 10-μm scale are corrugated. Crystal distribution, as revealed by dissection of a small cubic volume of rock, is random. The size distribution is normal, with a mean diameter of 0.81 mm and a standard deviation of 0.32 mm. In the largest crystal of the population (mean radius 0.83 mm), [Mn] = 100 Mn/(Fe + Mg + Mn + Ca) decreases from 14.5 at the centre to 7.5 and then increases in the outer margin to 8.5; [Fe] increases continuously from 67 at the centre to 77 at the surface; [Mg] increases from 12.5 to 13.5 and then falls sharply to 11; [Ca] remains unchanged at 4.0 and then drops to 3.3. Progressively smaller crystals have progressively lower [Mn] and higher [Fe] concentrations at their centres, while all crystals have the same margin composition. Growth vectors extending from given concentration contours to crystal surfaces are of equal length regardless of the size of the crystal in which the vector is located. A garnet-forming model is presented in which reaction was initiated by a rise in temperature. Nucleation sites were randomly selected. The nucleation rate increased with time and then declined. Crystal faces advanced at a constant linear rate, which implies an increase in volume proportional to surface area. Initially, the composition of garnet deposited on crystal surfaces was determined by van Laar equations of equilibrium, which demanded the withdrawal of Mn and Fe from within chlorite crystals. This transfer reaction was then accompanied by an ion exchange reaction which moved Mn and Fe to garnet surfaces from biotite, in exchange for Mg. The exchange reaction provides an explanation for the high overall concentration of Mn and Fe in garnet and for the observed Mn and Mg reversals in the margins of crystals. The increase of garnet volume in the garnet population is found to be parabolic, i.e. Vαα⁵.  相似文献   

皮尔斯比率图解在腾冲新生代火山岩研究中的应用   总被引：1，自引：0，他引：1  

李静 《岩石矿物学杂志》1995,14(3):203-210

腾冲新生代火山岩属钙碱性系列，可分为四个喷发期，构成两个岩浆旋回：Ｎ＿２－Ｑ＿１为玄武岩—英安岩；Ｑ＿３—Ｑ＿４为玄武岩—安山岩。应用皮尔斯比率图解对其进行研究表明：分离结晶作用是岩石化学成分变异的主要因素；第一旋回的玄武岩浆可能起源于上地幔的部分熔融，经（Ｐｌ＋Ｃｐｘ±Ｏ１±Ｍｔ）矿物组合的分离结晶而形成英安岩浆。英安岩浆在形成或演化过程中受到了地壳物质的轻度混染。该旋回具有张性构造环境中双峰式火成岩套的特点。第二旋回的玄武岩浆可能起源于早期俯冲洋壳的部分熔融，经（Ｍｔ＋Ｐｌ＋Ｃｐｘ±Ｏｐｘ）矿物组合的分离结晶而形成安山岩浆，为安山岩成因的分离结晶模式提供了一个良好的实例。该旋回具有典型的弧火山岩的特点。  相似文献   

Prediction of one-dimensional compression behavior of Nansha clay using fractional derivatives     

Hong-Hu Zhu  Guo-Xiong Mei  Bin Shi  Lei Gao 《Marine Georesources & Geotechnology》2017,35(5):688-697

Nansha clay is an interactive marine and terrestrial deposited soft clay that is widely spread in Guangzhou, Pearl River Delta, China. To avoid excessive settlement after construction, there is a need for better quantifying the time-dependent deformation of the soft clay. This paper presents a preliminary study to predict the one-dimensional compression of Nansha clay using fractional derivatives. A fractional Merchant model was introduced to describe the time-dependent settlement, and analytical solutions were obtained in terms of the Mittag-Leffler function. The oedometer test results were presented to validate this model. Compared with classical rheological models, the fractional derivative-based model enabled close estimation of the one-dimensional compression with fewer parameters. The meaning of the order of fractional derivative and its relationship with the clay physical properties were explored. It shows that a smaller value of this order corresponded to a higher coefficient of consolidation and a lower coefficient of secondary consolidation. The amplitude of both the primary and secondary consolidation of clay may be estimated quantitatively by the order of fractional derivative. Taken together, these results may open up new avenues for theoretical and empirical modeling of rheological phenomena in clay using fractional derivatives.  相似文献   

Tsunami 2004: the villages of Birek and Seungko Mulat,Indonesia     

P. R. Baumann 《国际地球制图》2013,28(4):327-335

The purpose of this study was to investigate the potential of imaging spectroscopy for the discrimination between eucalyptus species. High spectral reflectance signatures of 11 eucalyptus species were measured in the laboratory and significant differences at a number of wavelength positions were detected. There were differences in terms of absolute reflectance, depths of absorption features and the relative position of change in terms of the wavelength. The differences between species were more noticeable in the first derivative spectra when compared with the raw spectra. This was attributed to the ability of derivatives to remove the noise from raw reflectance spectra. The results also indicate the possibility of utilizing the common vegetation indices and ratios used in remote sensing for discriminating species and highlight the need to select spectral channels at pertinent positions where the differences are the greatest. This study has identified many of these positions in relation to some eucalyptus species. However, the study also shows that there is no single wavelength which will discriminate between all species and it also shows that even with hyperspectral data, issues with detailed level of mapping will still exist.  相似文献   

位场各阶垂向导数的ISVD算法及其应用     

韩利  袁炳强  张春灌  段瑞锋  马杰  赵晴 《物探化探计算技术》2013,(6):668-674

位场垂向导数广泛应用于位场数据处理与解释当中,目前求取位场各阶垂向导数方法大致可以分为两类：①在频率域进行;②在空间域进行。针对这两类方法存在着稳定性较差的问题,这里介绍了计算位场各阶垂向导数的ISVD算法,并通过对单一地质体模型和地质体组合模型产生的布格重力异常进行处理分析,证明了ISVD算法在计算位场各阶垂向导数时,特别是在计算位场高阶垂向导数时,比在频率域及空间域计算结果具有较好的稳定性,ISVD算法能够有效地识别出浅层小尺度地质体边界。为了验证该方法对实际资料的处理效果,对某区块实际布格重力异常数据应用ISVD算法试算各阶垂向导数,结合地质背景等资料划分出断裂体系。结果证明,应用ISVD算法计算的位场各阶垂向导数,对于确定浅层小尺度地质体边界有较好的效果。  相似文献   

改进时间分数阶模型模拟非Fick溶质运移          下载免费PDF全文

夏源  吴吉春  张勇 《水科学进展》2013,24(3):349-357

通过将经典时间分数阶对流-弥散方程的等待时间分布函数的尾部修改为指数型,推导出了改进时间分数阶对流-弥散方程,并提出有效的时空算子分裂数值求解方法。对两个理想算例和一个实际算例进行计算,结果表明,改进的时间分数阶对流-弥散方程继承了时间分数阶对流-弥散方程能模拟穿透曲线幂率型拖尾分布的优点,还可模拟穿透曲线尾部由幂率型转换到指数型的过程;特征时间λ、分数阶指数γ和两相容量比例系数β共同决定了运移行为。改进的新模型可以区分非均质介质中流动相和非流动相中的溶质浓度, 更细微地模拟非Fick溶质运移行为。  相似文献   

Soil and landscape studies in Western Aaustralia     

E. Bettenay  M. J. Mulcahy 《Australian Journal of Earth Sciences》2013,60(4):359-369

The nature of the valley forms, and associated superficial deposits and soils of the South‐West Drainage Division of Western Australia are described. All the major rivers tap interior palaeo‐drainage lines associated with chains of salt lakes; thereafter, downstream, there is a succession of valley forms which are progressively more sharply incised and of steeper gradient. It is shown that this succession is repeated in all major rivers. The main palaeo‐drainage systems are named for the first time, and their catchments delineated. The changes in valley form which occur downstream of the palaeo‐drainage lines are interpreted as stages in rejuvenation of drainage of the epeiro‐genically uplifted Old Plateau of Western Australia. The relationship between the valley forms and patterns of distribution of soils, deeply weathered profiles and superficial deposits is described, and its agricultural, geochemical and hydrological significance briefly discussed.  相似文献