• Title/Summary/Keyword: 허용침하량

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Long-term Settlement Prediction of Railway Concrete Track Based on Recurrent Neural Network (RNN) (순환신경망을 활용한 콘크리트궤도의 장기 침하 거동 예측)

  • Kim, Joonyoung;Lee, Su-Hyung;Choi, Yeong-Tae;Woo, Sang Inn
    • Journal of the Korean Geotechnical Society
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    • v.36 no.3
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    • pp.5-14
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    • 2020
  • The railway concrete track has been increasingly adopted for high-speed train such as KTX due to its high running stability, improved ride quality for the passengers, and low maintenance cost. However, excessive settlement of the railway concrete track has been monitored at embankment sections of the ◯◯ High-speed Line, resulting in the concerns on the safety of railway operation. In order to establish an effective maintenance plan for the concrete track railway exceeding the allowable residual settlement, it is essential to reasonably predict their long-term settlement behavior during the public period. In this study, we developed a model for predicting the long-term settlement behavior of concrete track using recurrent neural network (RNN) and examined the applicability of the developed model.

Characteristics of the Expanded Road Embankment Constructed by Lightweight Air-Mixed Soils for a Short-Term (경랑기포혼합토로 단기간에 시공된 확폭도로성토체의 특성)

  • Hwang, Joong Ho;Ahn, Young Kyun;Lee, Young-Jun;Kim, Tae-Hyung
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.30 no.4D
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    • pp.377-386
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    • 2010
  • This study was conducted to find out the characteristics of the expanded road embankment constructed by the lightweight air-mixed soil (slurry density $10kN/m^3$) for a short-term without any ground improvement. Compression strength, capillary rise height of the lightweight air-mixed soil and settlement behavior of soft ground were studied. Compression strengths of the specimens sampled at the site after 1 and 5 months of construction were all satisfied the required strength 500 kPa. However, it was not convinced the homogeneity construction, because the values of strength were depending on the sampled location. Also, strength difference between laboratory and site specimens were found about 19%, and thus it should be considered for mixing design. Capillary rise reached about 20 cm for 70 hours because of a numerous tiny pores existed inside the lightweight air-mixed soil. Relationship between settlement and time of the soft ground placed underneath the expanded embankment was estimated by using the measured data and back analysis technique. The current average consolidation ratio and the final settlement after 120 months later were estimated about 32% and 4.5cm, respectively. This settlement is much less value than the allowable settlement 10cm for this structure.

Changes in hydraulic head and deformation of clay layer due to pumping and injection in a confined aquifer (피압대수층에서의 양수와 주입으로 인한 점토층의 수두변화와 지반변형)

  • Nam, Byung Hee;Park, Namsik
    • Proceedings of the Korea Water Resources Association Conference
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    • 2015.05a
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    • pp.207-207
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    • 2015
  • 지표수 수자원은 다른 형태의 수자원에 비하여 경제성은 우수하나 환경 훼손, 시공간적 변동성에 대한 취약성, 각종 수질 위협요소에 노출되는 단점 을 가지고 있다. 지표수 수자원과는 달리 Aquifer Storage Transportation and Recovery (ASTR) System을 이용한 지하저수지는 수자원의 안전한 확보, 환경문제 등의 측면에서 새로운 대안으로 제시되고 있다. '청정지하저수지연구단'에서 연구하고 있는 '대규모청정지하저수지'는 피압대수층에 담수를 주입하여 형성된 담수체를 수자원으로 이용한다. 본 연구는 피압대수층 주입정 및 양수정 운영에 따른 지반영향을 연구하였다. 과거 지반변형을 고려하지 않은 무분별한 피압대수층의 지하수 개발로 태국, 중국 등지에서 심각한 지반침하를 야기하였으며 이에 대한 대책으로 인공함양이 이루어진바 있다. 피압대수층 상부에 위치한 점토층은 지반변형에 가장 큰 영향을 미치며 점토층의 변형 혹은 파괴 시 지하수 이용 및 인간의 활동에도 영향을 끼칠 수가 있다. 본 연구의 목적은 주입 및 양수가 점토층에 미치는 영향을 분석하고 지반변형을 허용 범위 내로 국한시키기 위해서 피압대수층에 가할 수 있는 최대 수위변화량을 산정하는 데 있다. 양수로 수두가 감소하는 경우 유효응력 증가에 따른 지반침하가 우려되며, 주입으로 수두가 상승하는 경우 지반파괴가 야기될 수 있다.

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Probabilistic Analysis of Liquefaction Induced Settlement Considering the Spatial Variability of Soils (지반의 공간변동성을 고려한 액상화에 의한 침하량의 확률론적 해석)

  • Bong, Tae-Ho;Kim, Byoung-Il
    • Journal of the Korean Geotechnical Society
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    • v.33 no.5
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    • pp.25-35
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    • 2017
  • Liquefaction is one of the major seismic damage, and several methods have been developed to evaluate the possibility of liquefaction. Recently, a probabilistic approach has been studied to overcome the drawback of deterministic approaches, and to consider the uncertainties of soil properties. In this study, the spatial variability of cone penetration resistance was evaluated using CPT data from three locations having different variability characteristics to perform the probabilistic analysis considering the spatial variability of soil properties. Then the random fields of cone penetration resistance considering the spatial variability of each point were generated, and a probabilistic analysis of liquefaction induced settlement was carried out through CPT-based liquefaction evaluation method. As a result, the uncertainty of soil properties can be overestimated when the spatial variability is not considered, and significant probabilistic differences can occur up to about 30% depending on the allowable settlement.

Influence of 'Sumgol' in Jeju on Ground Stability under Various Loading Conditions (다양한 하중 조건하에서 제주도의 특수한 지반 '숨골'을 고려한 지반의 안정성 검토)

  • Ban, Hoki;Kim, Donggyou
    • Journal of the Korean GEO-environmental Society
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    • v.23 no.4
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    • pp.41-48
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    • 2022
  • Jeju island has a special ground layer called 'Sumgol' due to the geological characteristics. The terminology 'Sumgol' is generally defined as the rain fall flows through the Sumgol without blocking and smaller size than cave, which men cannot enter. This paper presents the influence of the Sumgol on ground stability under various loading conditions using numerical simulations when the airport is constructed. The results showed that the vertical settlements of each section are within the allowable settlement.

Analysis of the Relationship between Concrete Slab Track Life and Secondary Compression Characteristics in Soft Clay (점토의 2차 압축특성과 콘크리트궤도 수명과의 상관성 분석)

  • Lee, Sang-Cheol;Cho, Kook-Hwan
    • Journal of the Korean Society for Railway
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    • v.19 no.2
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    • pp.195-203
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    • 2016
  • Concrete slab track was applied to the Gyeoungbu High Speed Railroad step 2 and the Honam High Speed Railroad. Concrete slab track incurs higher construction cost and lower maintenance cost than existing gravel track. For these reasons, the use of concrete slab track has increased in Korea. The biggest problem in the use of concrete slab track is repairing damage from settlement that can occur while trains are in service. High speed railroad design standards require allowable residual settlement of concrete slab track of less than 25mm. In order to satisfy the requirement of long term stability of concrete slab track, it is necessary to manage the secondary compression settlement within the allowable residual settlement. This study is to evaluate the secondary compression settlement with the variation of the secondary compression index, thickness of soft ground, and concrete slab track life. Statistical analysis is performed to determine the probability of distribution of areas where serious problems will be caused after the concrete slab track is constructed.

A Study on the Bearing Capacitiy behavior of Large-diameter Drilled Shafts According to Various Ground Conditions under Pile Tip through Numerical Analysis Results (수치해석 결과 분석을 통한 다양한 말뚝 선단하부의 지반조건에 따른 대구경현장타설말뚝의 지지력 거동에 관한 연구)

  • Kim, Chae Min;Yun, Do Kyun;Choi, Yongkyu
    • Journal of the Korean Geotechnical Society
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    • v.37 no.11
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    • pp.7-22
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    • 2021
  • In this study, inverse analysis was performed on the bi-directional axial compressive load test conducted on drilled shafts. And the bearing capacities were analyzed by numerical analysis of various pile tip ground conditions of silt clay, silt sand, sand silt, sand gravel, weathered rock, and soft rock. The bearing capacities were analyzed using the P-S method, the Davisson method, and the allowable sttlement of 25.4 mm. The minimum allowable bearing capacities analyzed by three methods were found to be 19.64 MN ~ 24.96 MN. At this time, the base resistances were sharing a 2% ~ 12% of a head load, shaft resistance were shared 88% ~ 98% of the head load. The greater the strength of pile tip was found to increase the allowable bearing capacity. However, the difference between the maximum allowable bearing capacity and the minimum allowable bearing capacity was 5.32 MN, and the increase in the allowable bearing capacity was only 27% depending on the pile tip.

The Practical Simplified Equation for Settlement Evaluation of Counter Facility in Soft Ground Centering on Rubble Mound (연약지반에 설치된 항만 외곽시설의 안전점검을 위한 침하 평가 간편식 제안 - 사석경사제 중심으로)

  • Kim, Yong-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.6
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    • pp.317-324
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    • 2020
  • In this study, a simplified equation for settlement evaluation suitable for the special conditions of a counter facility is suggested. Recently, counter facilities, especially breakwaters, are constructed on soft ground in distant seas as new-port development projects. A counter facility that resists the external forces by self-weight settles easily when constructed on soft ground. Settlement in a counter facility and breakwater is not an important factor for maintenance than a land facility. On the other hand, the current settlement evaluation criteria are excessive for conducting a safety inspection. A settlement evaluation from a safety inspection followed by "Detailed Guidelines for a safety inspection on a counter facility" is used. A simplified equation was proposed to calculate the maximum settlement by applying the allowable residual settlement or settlement stability evaluation results. The suitability of the simplified equation was assessed compared to the assessed rating from the settlement survey results. The proposed simplified equation showed that the settlement evaluation rating had been upgraded. The proposed simplified equation is expected to be used to evaluate the practical structural stability and functional performance.

Field Application and Performance Measurements of Precast Concrete Blocks Developed for Paving Roadways Capable of Solar Power Generation (태양광 도로용 프리캐스트 콘크리트 블록 포장의 현장 적용과 계측)

  • Kim, Bong-Kyun;Lee, Byung-Jae;Kim, Yun-Yong
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.24 no.5
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    • pp.69-76
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    • 2020
  • Global warming is a very important problem as it causes rapid climate change and natural disasters. Therefore, researches related to renewable energy are being actively conducted while promoting policies such as reducing carbon dioxide emission and increasing the proportion of renewable energy. Solar power generation is being applied in urban areas like BIPV as well as existing idle areas outside the city. Therefore, in this study, precast concrete blocks developed for paving roadways capable of solar power generation were designed and constructed. For the evaluation of field applicability for 6 months, skid resistance and block settlement were measured. As a result of the experiment, it was found that skid resistance satisfies the standard of general roadway in Korea, but not the standard of highway. The skid resistance tended to decrease as time passed. In addition, the settlement of the block gradually increased slightly, but it is much smaller than the allowable settlement of the roadway. Therefore, it is necessary to establish a maintenance period and method based on the periodic measurement results in the future.

A Case Study of Post-Grouted Drilled Shaft in Weathered Rock (풍화암소켓 대구경 현장타설말뚝의 선단보강그라우팅 사례)

  • Kwon, Oh-Sung;Jung, Sung-Min;Choi, Yong-Kyu
    • Journal of the Korean Geotechnical Society
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    • v.27 no.6
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    • pp.5-16
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    • 2011
  • Post-grouting for the drilled shaft is known to remarkably increase the end bearing capacity of pile by consolidating and reinforcing the disturbed ground containing slime around the pile tip. However, the general design guideline for post-grouting has not been established yet in Korea. Especially in the domestic application, the post-grouting is employed just for repairing the pile with unacceptable resistance rather than for increasing the design resistance of pile. Therefore, little is reported about the effect of post-grouting on the pile resistance itself. In this study, the effect of post-grouting on the resistance of drilled shafts installed in the weathered rock in Korea was estimated by performing the bi-directional load tests on the piles with and without the post-grouting. The test results presented that the initial slope of end bearing-base displacement curve in the pile with post-grouting was 4 times higher than that without post-grouting. At the acceptable settlement (1% of pile diameter), the end bearing capacities of piles with and without the post-grouting were estimated to be 12.0 MPa and 7.0 MPa, respectively, which indicate that the post-grouting could increase the end bearing resistance of pile in weathered rock more than 70%.