• 제목/요약/키워드: box plots

검색결과 42건 처리시간 0.019초

Evaluation on the Performance of Deep Excavation by Using PIV Technique

  • Abbas, Qaisar;Song, Ju-sang;Yoo, Chung-Sik
    • 한국지반신소재학회논문집
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    • 제16권4호
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    • pp.191-210
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    • 2017
  • The concern study, present the results of experimental study on the performance of deep excavation by using image processing technique particle image velocimetry (PIV). The purpose of present study is to check the application of PIV for the successive ground deformation during deep excavation. To meet the objectives of concern study, a series of reduce scale model test box experiments are performed by considering the wall stiffness, ground water table effect and ground relative density. The results are presented in form of contour and vector plots and further based on PIV analysis wall and ground displacement profile are drawn. The results of present study, indicate that, the PIV technique is useful to demonstrate the ground deformation zone during the successive ground excavation as the degree of accuracy in PIV analysis and measured results with LVDT are within 1%. Further the vector and contours plot effectively demonstrate the ground behavior under different conditions and the PIV analysis results fully support the measured results.

Mechanical Properties of Fault Rocks in Korea

  • Seo, Yong-Seok;Yun, Hyun-Seok;Ban, Jae-Doo;Lee, Chung-Ki
    • 지질공학
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    • 제26권4호
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    • pp.571-581
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    • 2016
  • To understand the mechanical properties of fault rocks, data from 584 in situ and laboratory tests on fault rocks from 33 tunnels were analyzed. The unit weights of the fault rocks range from 17.3 to $28.2kN/m^3$ and the cohesion and friction angles vary from 5 to 260 kPa and $14.7^{\circ}$ to $44.0^{\circ}$, respectively. The modulus of deformation and elasticity were generally < 200 MPa. In most cases, the uniaxial compressive strength was < 0.5 MPa, and Poisson's ratios were mainly 0.20-0.35. The mechanical properties of individual rock types were analyzed using box plots, revealing that the cohesion values and friction angles of shale and phyllite have relatively wide inter-quartile ranges and that the modulus of deformation and elasticity of shale have the lowest values of all rock types. In the analysis of mechanical properties by components of fault rocks, the largest values were shown in damage zones of individual rock types.

그래프 분석과 호감도 함수를 이용한 헬리콥터 개발형상의 진동저감 사례 (A Case Study of Vibration Reduction of Helicopter Development Configuration Using Graphic Analysis and Desirability Function)

  • 김세희;이건명;신병철;변재현
    • 품질경영학회지
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    • 제43권3호
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    • pp.341-358
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    • 2015
  • Purpose: This paper presents graphic methods and desirability function approach to determine best vibration reducing configuration for Surion helicopter. Many flight tests were executed and nine vibration levels in cockpit, cabin, and engine room were measured in each test and analyzed to find optimal configuration. Methods: Graphic analysis methods such as matrix, scatter, and box plots are used to identify better vibration-reducing flight test conditions. As an integrated measure of the performance of 9 vibration levels desirability function approach is adopted. Results: Three vibration reducing configurations are found to be proper and one configuration is recommended. Conclusion: It is expected to be helpful to adopt graphic and desirability function methods presented in this paper in developing new products or systems like helicopters. For efficient and effective flight testing of helicopters, it will be necessary to have consistently homogeneous environment for flight testing and applying design of experiments techniques and analyzing test data.

Effective Thermal Inactivation of the Spores of Bacillus cereus Biofilms Using Microwave

  • Park, Hyong Seok;Yang, Jungwoo;Choi, Hee Jung;Kim, Kyoung Heon
    • Journal of Microbiology and Biotechnology
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    • 제27권7호
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    • pp.1209-1215
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    • 2017
  • Microwave sterilization was performed to inactivate the spores of biofilms of Bacillus cereus involved in foodborne illness. The sterilization conditions, such as the amount of water and the operating temperature and treatment time, were optimized using statistical analysis based on 15 runs of experimental results designed by the Box-Behnken method. Statistical analysis showed that the optimal conditions for the inactivation of B. cereus biofilms were 14 ml of water, $108^{\circ}C$ of temperature, and 15 min of treatment time. Interestingly, response surface plots showed that the amount of water is the most important factor for microwave sterilization under the present conditions. Complete inactivation by microwaves was achieved in 5 min, and the inactivation efficiency by microwave was obviously higher than that by conventional steam autoclave. Finally, confocal laser scanning microscopy images showed that the principal effect of microwave treatment was cell membrane disruption. Thus, this study can contribute to the development of a process to control food-associated pathogens.

Rainfall and Water Quality Characteristics of Saemangeum Area

  • Monica, Nankya;Choi, Kyung-Sook
    • Current Research on Agriculture and Life Sciences
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    • 제32권4호
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    • pp.203-209
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    • 2014
  • This study investigated characteristics of rainfall and water quality in Saemangeum area with attention to temporal and spatial distributions. A high variability in rainfall was noted during July and August. The temporal analysis of water quality data indicated that DO and TN as well as BOD, COD and SS were within national standards except for increased concentrations during spring and summer, unlike TP values that indicated poor water quality. Standard deviation showed a high variability in SS among the seasons most especially during summer. The high dispersion indicated variability in the chemical composition of pollutants where the temporal and spatial variations caused by polluting sources and/or seasonal changes were most evident for BOD and COD during winter and spring. The box plots and bar charts showed steadily low concentrations of BOD, COD, TN and TP except within Iksan and notable significant variations in SS concentrations among the monitoring stations. Thus, high pollution levels requiring intervention were identified in Mangyeong river basin with particular concern for areas represented by Iksan station. It was noted that Iksan received a considerable amount of rainfall which meant high runoff which could explain the significant pollution levels revealed in the water quality spatial distribution. Major pollution contributing pollutants within Saemangeum area were identified as SS, BOD, COD and TN. Therefore the present results could be used as a guideline for the temporal and spatial distributions analysis of both rainfall and water quality in Saemangeum watershed.

Accessibility of Korean Cultural Values at Screens: Decoding Patterns of North American Audiences

  • Xiuli, Chen;Sirui, Yao;Jiyeon, Baek;Jiena, Sha;Kesu, Lin;Kyung-young, Chung
    • International Journal of Advanced Culture Technology
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    • 제10권4호
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    • pp.153-159
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    • 2022
  • This research investigates the accessibility of Korean modern values at screens from the perspectives of North American audiences while consuming Korean films and TV dramas. In order to decode Korean cultural values at screens, this study collects the data of 266 Korean films and TV dramas distributed in North America from IMDb platform, unlocking that the success of box office for Korean projects in North America is positively correlated with the characteristics of Violence & Gore and Profanity. Meanwhile, the audiences' positive responses to the violent project mainly depends on the degree of "Sex and Nudity", the plots of "social groups". The current success of Korean cultural and creative industry as well as the future global markets strengths are analyzed in this research. Stuart Hall's cultural studies approach and cultural psychological account theory are applied to discuss the success of Korean entertainment industry in the transnational cultural communication.

Energy absorption optimization on a sandwich panel with lattice core under the low-velocity impact

  • Keramat Malekzadeh Fard;Meysam Mahmoudi
    • Steel and Composite Structures
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    • 제46권4호
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    • pp.525-538
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    • 2023
  • This paper focuses on the energy absorption of lattice core sandwich structures of different configurations. The diamond lattice unit cell, which has been extensively investigated for energy absorption applications, is the starting point for this research. The energy absorption behaviour of sandwich structures with an expanded metal sheet as the core is investigated at low-velocity impact loading. Numerical simulations were carried out using ABAQUS/EXPLICIT and the results were thoroughly compared with the experimental results, which indicated desirable accuracy. A parametric analysis, using a Box-Behnken design (BBD), as a method for the design of experiments (DOE), was performed. The samples fabricated in three levels of parameters include 0.081, 0.145, and 0.562 mm2 Cell sizes, and 0, 45, and 90-degree cell orientation, which were investigated. It was observed from experimental data that the angle of cells orientation had the highest degree of influence on the specific energy absorption. The results showed that the angle of cells orientation has been the most influential parameter to increase the peak forces. The results from using the design expert software showed the optimal specific energy absorption and peak force to be 1786 J/kg and 26314.4 N, respectively. The obtained R2 values and normal probability plots indicated a good agreement between the experimental results and those predicted by the model.

Phyllite를 이용한 수도용(水稻用) 육묘(育苗) 상토개발(床土開發) (Development of Nurserγ Soil for Rice Seedling)

  • 박영희;장기운;홍재구
    • 유기물자원화
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    • 제10권2호
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    • pp.71-81
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    • 2002
  • 본 연구는 phyllite의 수도 육묘용 상토개발을 위해 수행되었다. 먼저 phyllite의 물리화학적인 조사를 통하여 phyllite의 농업적 이용성을 평가하기 위해 수행한 실험 결과, Phyllite 용적비중은 각각 $1.31g/cm^3$이며, 결정 입자들 사이에는 전체의 65% 공극을 가지며, 이러한 성질에 의해 수분을 흡수할 수 있는 표면적이 넓어지므로 수분보유력은 43%(1/3bar)이다. 수도 육묘 상토 개발을 위해 phyllite에 zeolite와 hill soil 각각을 100%, 70%, 50%와 30%로 혼합하고, 질소 시비량(0, 1, 2g/box)을 달리한 육묘 시험에서 벼의 육묘 초기에 phyllite를 zeolite와 혼합할 경우 phyllite 함량이 증가할수록 초장 및 묘 충실도의 증가에 영향을 주며 뿌리의 생육에는 영향을 주지 않았다. 그러나 hill soil과 혼합할 경우, phyllite 함량이 증가할수록 발근율을 증가시키며 초장의 생장에는 영향을 주지 않았다. 단, 벼의 생육에 있어서 육묘 일수가 길어질수록 질소질 비료의 시비는 벼의 생육을 촉진시켰다. 따라서 phyllite는 현재 육묘 상토자재들과 비교하여 양호한 결과를 나타내었으며 앞으로도 좀 더 다양한 농업적 자재로서의 활용연구가 이루어져야 할 것이다.

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Effects of Latin hypercube sampling on surrogate modeling and optimization

  • Afzal, Arshad;Kim, Kwang-Yong;Seo, Jae-won
    • International Journal of Fluid Machinery and Systems
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    • 제10권3호
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    • pp.240-253
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    • 2017
  • Latin hypercube sampling is widely used design-of-experiment technique to select design points for simulation which are then used to construct a surrogate model. The exploration/exploitation properties of surrogate models depend on the size and distribution of design points in the chosen design space. The present study aimed at evaluating the performance characteristics of various surrogate models depending on the Latin hypercube sampling (LHS) procedure (sample size and spatial distribution) for a diverse set of optimization problems. The analysis was carried out for two types of problems: (1) thermal-fluid design problems (optimizations of convergent-divergent micromixer coupled with pulsatile flow and boot-shaped ribs), and (2) analytical test functions (six-hump camel back, Branin-Hoo, Hartman 3, and Hartman 6 functions). The three surrogate models, namely, response surface approximation, Kriging, and radial basis neural networks were tested. The important findings are illustrated using Box-plots. The surrogate models were analyzed in terms of global exploration (accuracy over the domain space) and local exploitation (ease of finding the global optimum point). Radial basis neural networks showed the best overall performance in global exploration characteristics as well as tendency to find the approximate optimal solution for the majority of tested problems. To build a surrogate model, it is recommended to use an initial sample size equal to 15 times the number of design variables. The study will provide useful guidelines on the effect of initial sample size and distribution on surrogate construction and subsequent optimization using LHS sampling plan.

길예르모 델 토로 연구 - 작품들의 공통된 특징과 시기별 발전을 중심으로 - (The Study on Dir. Guilermo del Toro - Focusing on His Works' Common Characteristic and Development in each Period -)

  • 박철웅
    • 한국콘텐츠학회논문지
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    • 제7권6호
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    • pp.135-143
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    • 2007
  • 길예르모 델 토로 감독은 멕시코에서 태어나 특수 분장으로부터 경력을 쌓았고 허리우드 시스템과의 어려운 적응기를 거쳐 현재는 세계에서 가장 창의적인 감독 중의 하나로 평가받고 있다. 텔 토로는 첫 작품 <크로노스>에서 최근의 <판의 미로-오필리아와 세계의 열쇠>에 이르는 동안 허리우드 시스템의 요구와 작가주의의 경계에서 흥미로운 발전을 해왔다. 델 토로의 전 작품은 그의 카톨릭적 세계관을 반영한다. 델 토로는 관객들한테 쉽게 다가가기 위하여 고전에서부터 현대 영화에 이르는 관습들을 변주하여 사용한다. 그는 역시 같은 이유로 성경, 고대비극, 신화에서 플롯과 상징을 차용한다. 그리고 그 위에 자신만의 독창적인 세계를 쌓음으로써 평단과 흥행에서 성공하고 있다.