• Journal of the Korean Geotechnical Society
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• v.22 no.6
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• pp.15-26
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• 2006

Although numerous investigations have been performed over the years to predict the behavior and bearing capacity of piles, the mechanisms are not yet entirely understood. The prediction of bearing capacity is a difficult task, because large numbers of factors affect the capacity and also have complex relationship one another. Therefore, it is extremely difficult to search the essential factors among many factors, which are related with ground condition, pile type, driving condition and others, and then appropriately consider complicated relationship among the searched factors. The present paper describes the application of Artificial Neural Network (ANN) in predicting the capacity including its components at the tip and along the shaft from dynamic load test of the driven piles. Firstly, the effect of each factor on the value of bearing capacity is investigated on the basis of sensitivity analysis using ANN modeling. Secondly, the authors use the design methodology composed of ANN and genetic algorithm (GA) to find optimal neural network model to predict the bearing capacity. The authors allow this methodology to find the appropriate combination of input parameters, the number of hidden units and the transfer structure among the input, the hidden and the out layers. The results of this study indicate that the neural network model serves as a reliable and simple predictive tool for the bearing capacity of driven piles.

• Proceedings of the Korean Geotechical Society Conference
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• 1994.06a
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• pp.109-131
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• 1994

• Proceedings of the Korean Geotechical Society Conference
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• 1996.06b
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• pp.1-24
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• 1996

• Proceedings of the Korean Geotechical Society Conference
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• 1996.10a
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• pp.351-356
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• 1996

• Proceedings of the Korean Geotechical Society Conference
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• 1996.06a
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• pp.77-112
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• 1996

• Proceedings of the Korean Geotechical Society Conference
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• 1995.03a
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• pp.69-92
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• 1995

• Proceedings of the Korean Institute of Industrial Safety Conference
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• 2000.11a
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• pp.149-156
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• 2000

본 연구는 영남지역일대의 주요암반을 대상으로 그 지질특성을 조사하고 암석 및 지질의 특성과 물성시험 자료를 토대로 하여 발파 및 항타진동이 지질과의 상관함으로서 관계를 파악하여 더욱 안전하고 경제성 있는 진동설계를 위한 기초자료를 제공함으로 서 현장기술자들이 측정된 진동 자료를 이용하여 진동 추정식을 만들 때 발생하는 오차를 최소화시키고 적합도(＝결정계수, $R^2$)가 비교적 높은 진동 추정식에 대한 상관성을 구하며, 또한 이에 따른 건설소음 및 비산먼지 측정자료의 통계적 처리방안에 대한 연구에 그 목적이 있다.(중략)

• Journal of KSNVE
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• v.9 no.5
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• pp.899-905
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• 1999

Construction equipment noise has caused much annoyance for a number of dwellers in nearby construction field and has become a very serious issure in our living environment. Therefore, in our country, a practical solution and a better method of reducing construction equipment noise are highly required in construction field. Practical solutions for the construction equipment noise, however, are very difficult because of the poorness of basic data and insufficiency of the existing research. Especially, in order to establish the sound insulation plan about pilling works noise with high sound pressure level and impactive, a real situation of sound characteristics about the noise of pilling works in foundation work demands more detail investigation. In this point, this study attempts to survey the characteristics of attenuation and propagation of construction equipment noise in pilling work using SIP(soil-cement injected precast pile) method with casing. And this study intends to get the basic data for establishment of a standard about construction noise.

• 기술발표회
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• s.2006
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• pp.75-85
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• 2006

The project comprised the construction of the new oil pier and associated topside facilities and demolition of exiting south pier. The site is located approximately 33km south of Kuwait city at MAA refinery. The approach trestle and berth structures of the new oil pier were designed to be supported by steel tubular piles Total 2,480 numbers of piles(795 piles at Approach Trestle, 1187 piles at Berth 1 -4 and 498 piles at Berth 5-6) had to be driven through the calcareous silty sand In this study, the design procedures for offshore steel pipe piles, evaluation for the compression and tension capacities by static and dynamic load test and effective driving criteria by the final set values are discussed

• Proceedings of the Korean Geotechical Society Conference
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• 1992.03a
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• pp.115-135
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• 1992

The current design and construction practice prevailing in Korea has been investigated. From the survey the various problems at hand have been listed up and evaluated. The objectives of this research is to propose the means to solve the current problems from the result of the investigation. At the same time, the propagation characteristics of vibration and noise due to construction. especially pile driving. have been studied and the current regulation that restrict these construction nuisance has been investigated by field measurement.