• 제목/요약/키워드: ground stability

검색결과 1,511건 처리시간 0.032초

Application of Ground Penetrating Radar (GPR) coupled with Convolutional Neural Network (CNN) for characterizing underground conditions

  • Dae-Hong Min;Hyung-Koo Yoon
    • Geomechanics and Engineering
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    • 제37권5호
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    • pp.467-474
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    • 2024
  • Monitoring and managing the condition of underground utilities is crucial for ground stability. This study aims to determine whether images obtained using ground penetrating radar (GPR) accurately reflect the characteristics of buried pipelines through image analysis. The investigation focuses on pipelines made from different materials, namely concrete and steel, with concrete pipes tested under various diameters to assess detectability under differing conditions. A total of 400 images are acquired at locations with pipelines, and for comparison, an additional 100 data points are collected from areas without pipelines. The study employs GPR at frequencies of 200 MHz and 600 MHz, and image analysis is performed using machine learning-based convolutional neural network (CNN) techniques. The analysis results demonstrate high classification reliability based on the training data, especially in distinguishing between pipes of the same material but of different diameters. The findings suggest that the integration of GPR and CNN algorithms can offer satisfactory performance in exploring the ground's interior characteristics.

연약지반 굴착시 강널말뚝 흙막이벽의 안정성 평가 (Stability Evaluation of Sheet-pile Walls during Excavation Works in Soft Ground)

  • 홍원표;김동욱;송영석;이재호
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2005년도 춘계 학술발표회 논문집
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    • pp.1442-1447
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    • 2005
  • Based on the field measuring data obtained from excavation sections in Inchon International Airport project, the relationships between the horizontal displacement of sheet-pile walls and the deformations of soft ground around the excavation were investigated. The horizontal displacements of walls according to supporting method are largely occurred in order of anchors, anchors with struts, and struts. The depths of maximum horizontal displacement are varied with supporting systems. If the stability number shows lower than ${\pi}$, the maximum horizontal displacement and the velocity of maximum horizontal displacement are respectively developed less than 1% of excavation depth and 1mm/day. When the stability number shows lower than ${\pi}+2$, the maximum horizontal displacement and the velocity are respectively developed less than 2.5% of excavation depth and 2mm/day. Also, when the stability number shows more than ${\pi}+2$, the maximum horizontal displacement and the velocity are rapidly increased.

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심층몰탈파일에 의한 호안구조물의 기초보강 효과 (Reinforcement Effect of Marine Structure Foundation by Deep Mortar Piling)

  • 천병식;양형칠;양진석
    • 한국지반환경공학회 논문집
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    • 제2권2호
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    • pp.41-50
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    • 2001
  • 본 연구에서는 수위상승, 호안구조물의 증고 및 배면 준설투기 등 외적조건에 따른 ${\bigcirc}{\bigcirc}$항 호안구조물의 활동 및 측방유동에 대한 안정성 검토를 실시하고 기초보강 방안을 제시하였다. 안정성 검토를 위해 지반조사, 기본물성시험, 역학실험 및 화학성분분석을 실시하였고, 지반물성치는 주상개량체의 경우 지반개량 개념을 적용하였으며, 구조물 배면 준설매립의 경우는 단계별매립에 의한 영향을 고려하여 결정하였다. 안정성 검토는 기시공된 상태로 증고하지 않고 매립하였을 경우와 기시공된 상태로 증고하여 매립하였을 경우로 구분하여 실시하였다. 해석 결과 두가지 경우 모두 활동과 측방유동에 대해 불안정한 것으로 판단되어 기시공공법과 동일한 방법인 심층몰탈파일에 의한 추가보강을 실시할 경우에 대하여 그 안정성을 검토한 결과 안정하였다. 따라서 본 현장에 대한 기초보강공법으로써 심층몰탈파일을 제시하였다.

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공압부양 고속 지상운송채의 비정상 공력해석 (Unsteady Aerodynamic Analysis of an Air-Pressure-Levitated High-Speed Ground Vehicle)

  • 조정현;조진수
    • 한국항공우주학회지
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    • 제36권8호
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    • pp.728-733
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    • 2008
  • 경계요소법을 이용하여 비평면 지면 위를 움직이는 공압부양 고속 지상운송체의 비정상 공력해석을 수행하였다. 비정상 공력해석을 위하여 시간전진법과 이에 연계한 자유후류를 도입하였다. 공압부양 고속 지상운송체가 채널 내를 움직일 때, 채널에 갇힌 공기에 의해 지면효과가 증가하여 운송체의 양력계수와 피칭모멘트 계수가 더욱 증가한다. 즉, 채널과 같은 비평면 지면은 운송체의 종방향 불안정성을 증가시킨다. 반면, 채널과 같은 비평면 지면에 의한 양력상승이 운송체 탠덤날개의 왼쪽과 오른쪽에 동일하게 발생하기 때문에 채널과 같은 비평면 지면효과가 운송체의 횡방향 안정성에 미치는 영향은 크지 않다.

A NEW FEEDBACK TECHNIQUE FOR TUNNEL SAFETY BY USING MEASURED DISPLACEMENTS DURING TUNNEL EXCAVATION

  • Sihyun PARK;Yongsuk SHIN;Sungkun PARK
    • 국제학술발표논문집
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    • The 3th International Conference on Construction Engineering and Project Management
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    • pp.432-439
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    • 2009
  • This research project was carried out to develop the technique to assess quantitatively and rapidly the stability of a tunnel by using the measured displacement at the tunnel construction site under excavation. To achieve this purpose, a critical strain concept was introduced and applied to an assessment of a tunnel under construction. The new technique calculates numerically the strains of the surrounding ground by using the measured displacements during excavation. A numerical practical system was developed based on the proposed analysis technique in this study. The feasibility of the developed analysis module was verified by incorporating the analysis results obtained by commercial programs into the developed analysis module. To verify the feasibility of the developed analysis module, analysis results of models both elastic and elasto-plastic grounds were investigated for the circular tunnel design. Then the measured displacements obtained in the field are utilized practically to assess the safety of tunnels using critical strain concept. It was verified that stress conditions of in-situ ground and ground material properties were accurately assessed by inputting the calculated displacement obtained by commercial program into this module for the elastic ground. However for the elasto-plastic ground, analysis module can reproduce the initial conditions more closely for the soft rock ground than for the weathered soil ground. The stability of tunnels evaluated with two types of strains, that is, the strains obtained by dividing the crown displacement into a tunnel size and the strains obtained by using the analysis module. From this study, it is confirmed that the critical strain concept can be fully adopted within the engineering judgment in practical tunnel problems and the developed module can be used as a reasonable tool for the assessment of the tunnel stability in the field.

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이동식 크레인 하중이 굴착사면 안정성에 미치는 영향 분석 (Effect of Mobile Crane Load on Excavated Slope Stability)

  • 김정곤;나예지;원정훈
    • 한국안전학회지
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    • 제36권5호
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    • pp.18-26
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    • 2021
  • The effect of heavy construction equipment on the excavated slope is investigated by slope stability analysis. A mobile crane with 500 kN capacity is applied as a working load to the background surface of the excavated slope, in both sandy soil and clay, designed to guarantee the safety of slope stability. Major parameters such as the distance between the edge of the slope and the mobile crane, groundwater level, and ground plate size of the mobile crane are considered. Only 23.8% and 14.3% of the analysis models with sandy soil and clay excavated slope, respectively, satisfied the slope stability. By changing the slope of the sandy soil from 1:1.0 to 1:1.2, the number of analysis models securing slope stability increased from 23.8% to 40.5%. For the clay excavated slope, the analysis models securing slope stability increased from 14.3% to 42.9% by changing slope inclination from 1:0.8 to 1:1.2. In addition, it is found that the increase in the size of the ground plate of the mobile crane increases the analysis models that secure slope stability. Therefore, it is an effective way to relax the excavated slope's inclination angle and simultaneously increase the ground plate size to guarantee stability.

토사터널굴진시 지반거동에 대한 이론적 접근에 대한 연구 (Theoretical approach for ground behaviour during tunnelling in soils)

  • 김상환
    • 한국터널지하공간학회 논문집
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    • 제5권4호
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    • pp.301-312
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    • 2003
  • 이 논문은 토사지반 (연약지반)에서의 터널굴진시 터널주변에 야기되는 응력과 간극수압에 대한 거동의 이론적 고찰에 대한 연구로써 터널 굴진시 터널의 안정성 예측을 위한 접근방법에 대하여 연구, 제시되었다. 안정성에 대한 이론적인 접근방법을 이해하기 위하여 배수 및 비배수조건에서의 터널막장의 거동에 대하여서도 고찰하였으며, 실질적으로 현장에서 계측하여 얻어진 자료를 기초로 터널의 안정성에 대한 이론적 접근방법의 적용사례를 연구하고 그 결과에 대하여서도 또한 분석 평가하였다.

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4 족 견마형 로봇의 동작 생성 및 제어에 관한 실험적 연구 (Experimental Study on Motion Generation and Control of Quadruped Robot)

  • 고광진;유승남;이희돈;한창수
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2007년도 춘계학술대회A
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    • pp.843-848
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    • 2007
  • Quadruped robot is very useful mechanism for a various area. Recently, home entertainment and military robots adapted quadruped platform and useful function have been introduced. Our goal is the development of quadruped robot locomotion for any type of ground included to sloping one and irregular terrain. This paper, as a first step, deals with design and construction of quadruped robot walking on the flat ground. The most important factor of quadruped robot is stability of locomotion. At first, we introduce the developed quadruped robot based on dynamic simulation and experimental study of general gait algorithm. Finally, propose unique locomotion proper to our mechanism. Future work of this study is the performance test and analysis on the ground of various conditions and proposes the improved mechanism and gait algorithm.

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수치해석 및 인공신경망 기법을 이용한 도심지 터널 굴착에 의한 침하영향 및 연도변 건물 안정성 평가 (A Study on the Influence of Ground Subsidence and Stability of Buildings by Tunnel Excavation in Urban Area using Numerical Analysis and Neural Network Method)

  • 박성룡;김은겸;사공명
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2007년도 추계학술대회 논문집
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    • pp.585-594
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    • 2007
  • This paper presents the methods which estimate the influence of ground subsidence and the stability of buildings by tunnel excavation in urban area. First, we study the behaviour of ground subsidence using neural network and numerical method. And we analyze the characteristic of both methods. Using the both methods, we evaluate the stability of buildings by subway tunnel excavation and we compare the results of the neural network and numerical analysis.

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진부지역 토석류발생 사면에 대한 침투 및 사면안정 연계해석 (Seepage and Slope Stability Analysis on the Site of Debris-flow at Jinbu Area)

  • 전경재;윤찬영;서흥석
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2009년도 세계 도시지반공학 심포지엄
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    • pp.369-376
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    • 2009
  • Field investigation was performed right after the occurrence of debris flow at Jinbu area. Geomorphic and geotechnical characteristics were investigated and rain fall data were collected. Based on these data, seepage and slope stability analysis was performed to verify the behavior of ground water and factor of safety of the slope according to the rainfall intensity and time. As a results, the minimum value of factor of safety achieved in long time after the moment of maximum precipitation rate. And it is confirmed that the factor of safety is susceptible to ground water level rather than rainfall intensity.

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