• Title/Summary/Keyword: Geotechnical information

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Application of Artificial Neural Network with Levenberg-Marquardt Algorithm in Geotechnical Engineering Problem (Levenberg-Marquardt 인공신경망 알고리즘을 이용한 지반공학문제의 적용성 검토)

  • Kim, Young-Su;Lee, Jae-Ho;Seo, In-Shik;Kim, Hyun-Dong;Shin, Ji-Sub;Na, Yun-Young
    • Proceedings of the Korean Geotechical Society Conference
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    • 2008.03a
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    • pp.987-997
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    • 2008
  • Successful design, construction and maintenance of geotechnical structure in soft ground and marine clay demands prediction, control, stability estimation and monitoring of settlement with high accuracy. It is important to predict and to estimate the compression index of soil for predicting of ground settlement. Lab. and field tests have been and are indispensable tools to achieve this goal. In this paper, Artificial Neural Networks (ANNs) model with Levenberg-Marquardt Algorithm and field database were used to predict compression index of soil in Korea. Based on soil property database obtained from more than 1800 consolidation tests from soils samples, the ANNs model were proposed in this study to estimate the compression index, using multiple soil properties. The compression index from the proposed ANN models including multiple soil parameters were then compared with those from the existing empirical equations.

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A Comparative Study of Various Approaches of Seismic Ground Response Analyses by Using a Round Robin Test Methodology (Round Robin Test 기법을 통한 다양한 지반응답해석 접근법 비교 연구)

  • Kim, Jin-Man;Park, Yo-Hwan;Kim, Ki-Seog;Park, Du-Hee;Sun, Chang-Guk;Kim, Sung-Ryul
    • Proceedings of the Korean Geotechical Society Conference
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    • 2007.09a
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    • pp.259-265
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    • 2007
  • The technical committee of Soil Dynamics and Geotechnical Earthquake Engineering of Korean Geotechnical Socity has conducted Round Robin Test(RRT) on seismic ground response analyses in 2007. Total 14 participating teams were given exact same soil information of three sites and three input ground motions including two recorded ground motions and one synthetic ground motion. Each team selected its own analysis method and approaches to perform ground response analyses. There were equivalent linear, nonlinear total stress, and nonlinear effective stress approaches, which could be selected. The results from RRT were systematically analyzed and dispersion and variation due to analysis methods, input ground motions, shear velocity profiles, shear modulus reduction curves, damping curves, and other input data are reported by the companion papers.

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Study on Statistical Method for Objective Evaluation of Tunnel Portal Slopes (객관적인 터널 갱구사면 평가를 위한 통계기법 연구)

  • Kwon, O-Il;Baek, Yong;Na, Jong-Hwa;Seo, Yong-Seok;Kim, Gyo-Won
    • Proceedings of the Korean Geotechical Society Conference
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    • 2006.03a
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    • pp.634-643
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    • 2006
  • This study was intended to develop a high reliable technique by statistically processing on-site data with a general linear model, providing the basic data for construction, analysis of stability and establishment of maintenance measures for tunnel portal slopes in the future. This study evaluated the stability of a tunnel portal slope using a quantified technique, which is based on a general linear model. The important scores of each independent variable were allocated by using the ranges of the quantified values, based on the predicted coefficient of regression and the scores for categories of each independent variable were allocated so that those are equally spaced. The quantification model obtained from the results of evaluating the total data used for the quantification process provided precise results. In addition, it is expected that a more detail subdivision of response variables and sufficient data would produce a better stability evaluation standard.

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Drivability Monitoring of Large Diameter Underwater Steel Pipe Pile Using Pile Driving Analyzer. (수중 대구경강관말뚝의 항타관입성 모니터링을 위한 PDA 적용 사례)

  • Kim, Dae-Hak;Park, Min-Chul;Kang, Hyung-Sun;Lee, Won-Je
    • Proceedings of the Korean Geotechical Society Conference
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    • 2004.03b
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    • pp.11-19
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    • 2004
  • When pile foundation constructed by driving method, it is desirable to perform monitoring and estimation of pile drivability and bearing capacity using some suitable tools. Dynamic Pile Monitoring yields information regarding the hammer, driving system, and pile and soil behaviour that can be used to confirm the assumptions of wave equation analysis. Dynamic Pile Monitoring is performed with the Pile Driving Analyser. The Pile Driving Analyser (PDA) uses wave propagation theory to compute numerous variables that fully describe the condition of the hammer-pile-soil system in real time, following each hammer impact. This approach allows immediate field verification of hammer performance, driving efficiency, and an estimate of pile capacity. The PDA has been used widely as a most effective control method of pile installations. A set of PDA test was performed at the site of Donghea-1 Gas Platform Jacket which is located east of Ulsan. The drilling core sediments of location of jacket subsoil are composed of mud and sand, silt. In this case study, the results of PDA test which was applied to measurement and estimation of large diameter open ended steel pipe pile driven by underwater hydraulic hammer, MHU-800S, at the marine sediments were summarized.

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Damage Estimation Based on Spatial Variability of Seismic Parameters Using GIS Kriging (GIS Kriging을 이용하여 공간적으로 분포하는 지진매개변수의 분석과 손상 평가)

  • Jeon Sang-Soo
    • Journal of the Korean Geotechnical Society
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    • v.20 no.7
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    • pp.33-44
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    • 2004
  • This paper is focused on the spatial variability of measured strong motion data during earthquake and its relationship with the performance of water distribution pipelines and residential buildings. Analyses of strong motion and the correlations of peak ground velocity (PGV) and pipeline and building damage were conducted with a very large geographical information system (GIS) database including the relationship of time and earthquake intensity and the measured location, and Kriging spatial statistics. Kriging was used to develop regressions of pipeline repair rate (RR) and residential building damage ratio (DR) associated with $90\%$ confidence peak ground velocity (PGV). Such regressions using Kriging provide an explicit means of characterizing the uncertainty embodied in the strong motion data compared with other spacial statistics such as inverse distance method.

Archaeological Investigations in Urban Areas through Combined Application of Surface ERT and GPR Techniques

  • Papadopoulos, Nikos;Yi, Myeong-Jong;Sarris, Apostolos;Kim, Jung-Ho
    • 한국지구물리탐사학회:학술대회논문집
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    • 2008.10a
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    • pp.113-118
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    • 2008
  • Among the geophysical methods, Ground Penetrating Radar (GPR) and Electrical Resistivity Tomography (ERT) comprise the most promising techniques in resolving buried archaeological structures in urban territories. In this work, two case studies which involve an integrated geophysical survey employing the surface three dimensional (3D) ERT and GPR techniques, in order to archaeologically characterize the investigated areas, are presented. Totally more than 4000 square meters were investigated from the test field sites, which are located at the centre of two of the most populated cities of the island of Crete, in Greece. The ERT and the GPR data were collected along dense and parallel profiles. The subsurface resistivity structure was reconstructed by processing the apparent resistivity data with a 3D inversion algorithm. The GPR sections were processed with a systematic way applying specific filters to the data in order to enhance their information context. Finally, horizontal depth slices representing the 3D variation of the physical properties were created and the geophysical anomalies were interpreted in terms of possible archaeological structures. The subsequent excavations in one of the sites verified the geophysical results, enhancing the applicability of ERT and GPR techniques in the archaeological exploration of urban territories.

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Technical Trends of Domestic and Overseas on Electro-physical Properties Measurement (전기물성 측정의 국내외 기술 동향)

  • Park, Sam-Gyu;Cho, Seong-Jun;Lee, Tae-Jong;Lee, Seong-Kon;Lee, Sang-Kyu
    • 한국지구물리탐사학회:학술대회논문집
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    • 2007.06a
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    • pp.285-290
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    • 2007
  • Electrical and electromagnetic methods were widely applied to survey of civil engineering, environment site assessments and maintenance of underground structures in Korea. Electro-physical properties measurements of soil and rock are necessary in order to quantitatively estimate the ground from these survey results. A few geotechnical researcher groups have been simplified measurement system of the electro-physical properties, which was intermittently operating by the necessity. Recent strong concern about $CO_2$ underground storage and development of gas hydrate projects have urged many advanced countries. The electro-physical properties estimation of the deep object stratum is very importance for basic information of these research. So, advanced countries have a high-end measurement system with high temperature(200 degrees) and pressure(300 MPa), also they have been a lot of experience and know-how on the electro-physical properties measurement.

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Research Trend and Engineering Approach on Extraterrestrial Soil Sampling Technology (행성 시료 채취 기술의 연구 동향과 공학적 접근법)

  • Ryu, Byunghyun
    • Journal of the Korean GEO-environmental Society
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    • v.23 no.7
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    • pp.11-20
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    • 2022
  • Planetary geotechnical investigation in charge of drilling and soil sampling is of a great importance in providing extraterrestrial geotechnical information. Extraterrestrial subsurface investigation, which includes drilling, soil sampling, and sample transportation, will be loaded in a lander or a rover. Scientists from all over the world are interested in the design and development of a drilling system with various functions due to potential applications in planetary surface exploration mission. However, it is difficult to build a fully functional drilling system in extreme environment conditions. This paper presents engineering considerations for the design and development of soil sampling including drilling and performance verification in extreme environment conditions in detail.

Rock Socket Roughness with Drilling Tools (굴착장비에 따른 암반근입말뚝의 공벽 거칠기)

  • Nam, Moon-S.
    • Journal of the Korean Geotechnical Society
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    • v.23 no.1
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    • pp.13-21
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    • 2007
  • Rock socketed drilled shafts are used as foundations for bridges and other transportation structures because of their load carrying capabilities. However, only limited information is available in the literature on the effects of roughness on the unit side resistance of rock socketed drilled shafts. The objective of this study is to investigate the effect of drilling tools on the socket roughness in soft clay shale in Texas. Field study showed that the drilling tools, auger and core barrel, produced different roughness in the boreholes.

A Study on the Behaviour of an Earth and Rockfill Dam Due to Reservoir Water (저수변화에 따른 사력댐의 거동 연구)

  • Shin, Jong-Ho
    • Journal of the Korean Geotechnical Society
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    • v.19 no.6
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    • pp.61-70
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    • 2003
  • The behaviour of an earth and rock-fill dam is complicated due to reservoir water and various materials in zoned dams. Different materials with a wide range of permeability and seasonal variation of reservoir water result in the time dependent post-constructional behaviour. In aged dams it is often required to control water level to keep the dams safe. In this case information on the post-constructional dam behaviour is important. However, present geotechnical knowledge does not fully support the occasion. In this study the post-constructional behaviour of a dam is investigated using coupled finite element models for series of idealized water reservoir cases: impoundment, draw down, seasonal fluctuation with different rising and falling speeds. Numerical results were analysed in respect of geotechnical parameters such as load transfer, hydraulic fracturing potential and stress paths. It is shown that the control of water level is an important factor while operating dams.