• Title/Summary/Keyword: 비선형관계

Search Result 821, Processing Time 0.025 seconds

Analysis on the Physical Properties of Gwangyang Marine Clay (광양지역 해성점토의 물리적 특성 분석)

  • Heo, Yol;Kwan, Seonwok;Gang, Seokberm;Park, Seonghoon
    • Journal of the Korean GEO-environmental Society
    • /
    • v.11 no.12
    • /
    • pp.63-74
    • /
    • 2010
  • Normally consolidated and slightly overconsolidated soft clay layer is widely distributed in the south coast of Korea. To ensure the efficient and economical construction design of any structure to be built on this soft soil, exhaustive studies related to geotechnical and physical engineering properties are required. In this study, the relationship of the physical properties of southern Gwangyang marine clay in the Korea Peninsula were examined, including natural water content, specific gravity, total unit weight, initial void ratio, liquid limit, plastic limit, and physical properties of activity and soil parameters. For the parameter relationship analysis, the latest relatively reliable data on the large harbor construction work were used, optimum values were deducted with linear regression and non-linear regression between soil parameters, water content or initial void ratio appears to be very large. Moreover, in the linear and involution pattern regression, equal coefficient of determination appeared. The relationship of the different parameters was shown to be excellent in the non-linear regression of involution equation and exponential equation pattern compared with the findings of linear regression analysis.

Analysis on the Relationship of Soil Parameters of Marine Clay (해성점토의 토질정수 상관성 분석)

  • Heo, Yol;Yun, Seokhyun;Jung, Keunchae;Oh, Seungtak
    • Journal of the Korean GEO-environmental Society
    • /
    • v.9 no.4
    • /
    • pp.37-45
    • /
    • 2008
  • Normally consolidated and slightly overconsolidated soft clay layer is widely distributed in the south coast of Korea. To ensure the efficient and economical construction design of any structure to be built on this soft soil, exhaustive studies are required related to geotechnical engineering properties. In this study, the relationship of the physical properties of southern marine clay in the Korea Peninsula were examined, including natural water content, specific gravity, total unit weight, initial void ratio, liquid limit, plastic limit, and physical properties of activity and soil parameters. For the parameter relationship analysis, the latest relatively reliable data on the large harbor construction work were used, optimum values were deducted with linear regression and non-linear regression between soil parameters, water content or initial void ratio appears to be very large. Moreover, in the linear and involution pattern regression, equal coefficient of determination appeared. The relationship of the different parameters was shown to be excellent in the non-linear regression of involution equation and exponential equation pattern compared with the findings of linear regression analysis.

  • PDF

Estimation of Frequency Based Snowfall Depth Considering Climate Change (기후변화를 고려한 미래 확률적설량 산정)

  • Kim, Yon-Soo;Kim, Soo-Jun;Kwak, Jae-Won;Kim, Hung-Soo
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2012.05a
    • /
    • pp.196-196
    • /
    • 2012
  • 전 지구적으로 발생하고 있는 잦은 기상이변과 기후변화의 가속화로 자연재해 발생빈도 및 피해규모는 증가하는 추세로 나타나고 있다. 이러한 기상이변은 우리나라 또한 예외가 아니며 최근 한반도에서 발생한 적설로 인하여 많은 인명과 재산피해가 증가하고 있다. 본 연구에서는 기상청에서 제공하는 KMA-RCM 기후자료를 바탕으로 관측자료 및 시나리오의 온도, 강수, 적설량 간의 관계를 이용하여 기상청 산하 기상관측소 58개 대상 지점으로부터 목표기간별(목표 I:1979~2008년, 목표 II:2011~2040년, 목표 II:2041~2070년, 목표IV:2071~2100년) 적설량을 예측하였으며, 빈도별(20년, 30년, 50년, 80년, 100년, 200년) 확률적설량을 산정하고자 하였다. KMA-RCM 자료를 이용한 미래 적설량 예측은 기상인자들의 복잡한 비선형 조합으로 발생하기 때문에 적설량에 영향을 미치는 온도, 강수, 적설량의 비선형 과정들을 고려할 수 있는 신경망 모형을 이용하여 적설량 예측 모형을 구성하였고, 58개 대상 지점의 30년 이상 관측기상자료 중 온도, 강수, 적설량 자료를 이용하여 지점별로 훈련을 시켜 이를 기후변화 시나리오에 활용하였다. 확률적설량에서 매개변수 추정은 확률가중모멘트법(PWM)을 이용하였고 적정확률분포형으로는 시나리오적 방법 및 비시나리오적 방법에 대한 분포형 검정결과 가장 적합하다고 판정되는 Gumbel분포형을 선정하였다. 위의 방법론을 통하여 미래 목표기간별로 확률적설량을 확률적설량을 산정하였으며 본 연구결과는 기후변화 시나리오를 고려한 목표기간별 적설량 산정 및 관련 방재기준의 개선 방안 및 재설정 기준 마련에 기초자료로 활용될 수 있을 것으로 기대된다.

  • PDF

Analysis of Factors Affecting Satisfaction with Commuting Time in the Era of Autonomous Driving (자율주행시대에 통근시간 만족도에 영향을 미치는 요인분석)

  • Jang, Jae-min;Cheon, Seung-hoon;Lee, Soong-bong
    • The Journal of The Korea Institute of Intelligent Transport Systems
    • /
    • v.20 no.5
    • /
    • pp.172-185
    • /
    • 2021
  • As the era of autonomous driving approaches, it is expected to have a significant impact on our lives. When autonomous driving cars emerge, it is necessary to develop an index that can evaluate autonomous driving cars as it enhance the productive value of the car by reducing the burden on the driver. This study analyzed how the autonomous driving era affects commuting time and commuting time satisfaction among office goers using a car in Gyeonggi-do. First, a nonlinear relationship (V) was derived for the commuting time and commuting time satisfaction. Here, the factors affecting commuting time satisfaction were analyzed through a binomial logistic model, centered on the sample belonging to the nonlinear section (70 minutes or more for commuting time), which is likely to be affected by the autonomous driving era. The analysis results show that the variables affected by the autonomous driving era were health, sleeping hours, working hours, and leisure time. Since the emergence of autonomous driving cars is highly likely to improve the influencing variables, long-distance commuters are likely to feel higher commuting time satisfaction.

Prediction of Failure Behavior for Carbon Fiber Reinforced Composite Bolted Joints using Progressive Failure Analysis (점진적 파손해석을 이용한 탄소섬유강화 복합재료 볼트 조인트의 파손거동 예측)

  • Yoon, Donghyun;Kim, Sangdeok;Kim, Jaehoon;Doh, Youngdae
    • Composites Research
    • /
    • v.34 no.2
    • /
    • pp.101-107
    • /
    • 2021
  • Composite structures have components and joints. Theses connections or joints can be potentially weak points in the structure. The failure mode of the composite bolted joint is designed as a bearing failure mode for structural safety. The load-displacement relation exhibits bearing failure mode shows a nonlinear behavior after the initial failure and progressive failure behavior. In order to accurately predict the failure behavior of composite bolted joints, this study modified the shear damage variable calculation process in the existing progressive failure analysis model. The results of the bearing stress-bearing strain of the composite bolted joint were predicted using the modified progressive failure analysis model, and the modified model was verified through comparison with the previous progressive analysis model.

Performance Comparison Analysis of a Bridge Installed with Anti-seismic Devices using PVDF/MgO Friction Material According to Friction Analysis Models (마찰해석모델에 따른 PVDF/MgO 마찰재 적용 면진 장치가 설치된 교량의 성능 비교 분석)

  • Hye-Ri Park;Sung-Jo Kim;Tong-Seok Han
    • Journal of the Computational Structural Engineering Institute of Korea
    • /
    • v.36 no.2
    • /
    • pp.105-112
    • /
    • 2023
  • In this study, structural analyses were conducted to analyze the performance of a bridge to which friction pendulum systems (FPSs) were applied using different friction models. A Coulomb friction model and a rate dependent friction model were constructed using the friction coefficient of a PVDF/MgO friction material to analyze the effect of different friction analysis models. The Coulomb friction model uses a single friction coefficient regardless of friction velocity, while the rate dependent friction model can reflect the change in the friction coefficient with friction velocity. Nonlinear time history and seismic fragility analyses were conducted to confirm responses of the bridge. The seismic responses of a deck and a column were used to evaluate the performance of the base isolated bridge, and a friction model that can effectively evaluate the performance of isolated bridges was analyzed.

IBS Beam Element for Nonlinear Seismic Analysis of Steel Moment Frames (강재 모멘트 골조의 비선형 지진 해석을 위한 IBS 보 요소)

  • Kim, Dal Sung;Kim, Dong Seong;Kim, Kee Dong;Ko, Man Gi
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.28 no.2A
    • /
    • pp.233-242
    • /
    • 2008
  • This study presents a non-prismatic beam element for modeling the elastic and inelastic behavior of steel beams, which have the post-Northridge(cover plate) connections in steel moment frames that are subjected to earthquake ground motions. The elastic stiffness matrix for non-prismatric members with increased beam section (IBS) connection is in the closed-form. The plasticity model is of a discrete type and is composed of a series of nonlinear hinges connected by rigid links. The hardening rules can model the inelastic behavior for monotonic and random cyclic loading, and the effects of local buckling. Moreover the determination of yield surfaces, stiffness parameters, and hardening (or softening) rule parameters for IBS beam element were described. Analytical results of the IBS beam element show good correlation with test data and FEM results.

The Suggestion of Nonlinear 4-Parameters Model for Predicting Creep Deformation of Concrete (콘크리트 크리프 변형 예측을 위한 비선형 4-매개변수 모델의 제안)

  • Lee, Chang Soo;Kim, Hyeon Kyeom
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.26 no.1A
    • /
    • pp.45-54
    • /
    • 2006
  • To obtain realistic stress-strain relation in concrete, it is necessary to improve the constitutive model for creep and shrinkage of concrete. This study is made up with predicting model of creep using rheological approach and mathematical development which is solution for phenomenon of concrete creep. Long-term deformation components are combined based on traditional 4-parameters model. Creep deformation is obtained adequately using 4-parameters determined by considering aging effect and microprestress among gels. And coefficient of effective viscosity is able to represent both basic creep and total creep included drying creep. This study attempt to establish mathematical model considering effects of aging, hydration, and variations of pore humidity. It can predict both basic creep and total creep. Values of result between prediction and experiment have greater than correlation factor 99%. Additionally experimental results report bad consentaneity with highway design specification adopting FIB MC 90. Rather than those are similar to FIB MC 90 rev.99.

Hydrodynamic Analysis of Two-dimensional Floating Breakwater in Weakly Nonlinear Waves (약 비선형 파랑에 대한 연직 2차원 부방파제의 동수역학적 해석)

  • Lee, Jeongwoo;Cho, Woncheol
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.26 no.5B
    • /
    • pp.539-549
    • /
    • 2006
  • The performance of a pontoon-type floating breakwater (FB) is investigated numerically with the use of a second-order time domain model. The model has been developed based on potential theory, perturbation theory and boundary element method. This study is focused on the effects of weakly nonlinear wave on the hydrodynamic characteristics of the FB. Hydrodynamic forces, motion responses, surface elevation, and wave transmission coefficient around the floating breakwater are evaluated for various wave and geometric parameters. It is shown that the second-order wave component is of significant importance in calculating magnitudes of the hydrodynamic forces, mooring forces and the maximum response of a structure. The weak non-linearity of incident waves, however, can have little influence on the efficiency of the FB. From numerical simulations, the ratio of draft and depth, the relationship of wave number and width are presented for providing an effective means of reducing wave energy.

Response Spectrum Analysis-Induced Limit Acceleration of Soil Pile Systems (지반-기초말뚝 상호작용을 고려한 응답스팩트럼의 적용 한계가속도)

  • Shin, Jong-young;Song, Su-min;Jeong, Sang-Seom
    • Journal of the Korean Geotechnical Society
    • /
    • v.39 no.12
    • /
    • pp.7-22
    • /
    • 2023
  • In this study, the limit range of input acceleration was investigated based on time domain and response spectrum analyses by considering the relative density, groundwater depth, and soil type. Special attention was paid to the input acceleration and shear modulus of soil, which affect pile behavior. The surrounding soil was identified as an elastoplastic material and subjected to FLAC3D analysis using the Mohr-Coulomb and Finn models as well as FB-Multiplier analysis using a nonlinear p-y curve for soil spring. Based on the analyses, the limit range of acceleration on the pile is much higher for SP soil than for SM soil, and the groundwater level tends to reduce the limit range of input acceleration, irrespective of soil conditions. The limit range of acceleration was mainly affected by the shear modulus. The limit range of acceleration with nonlinear soil behavior is proportional to the relative density of the surrounding soil.