• 한국신재생에너지학회:학술대회논문집
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• 한국신재생에너지학회 2007년도 추계학술대회 논문집
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• pp.156-160
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• 2007

Ejector system is a device to transport a low-pressure secondary flow by using a high-pressure primary flow. Ejector system is, in general, composed of a primary nozzle, a mixing section, a casing part for suction of secondary flow and a diffuser. It can induce the secondary flow or affect the secondary chamber pressure by both shear stress and pressure drop which are generated in the primary jet boundary. Ejector system is simple in construction and has no moving parts, so it can not only compress and transport a massive capacity of fluid without trouble, but also has little need for maintenance. Ejectors are widely used in a range of applications such as a turbine-based combined-cycle propulsion system and a high altitude test facility for rocket engine, pressure recovery system, desalination plant and ejector ramjet etc. The primary interest of this study is to set up an applicable model and operating conditions for an ejector in the condition of sonic and subsonic, which can be extended to the hydrogen fuel cell vehicle. Experimental and theoretical investigation on the sonic and subsonic ejectors with a converging-diverging diffuser was carried out. Optimization technique and numerical simulation was adopted for an optimal geometry design and satisfying the required performance at design point of ejector for hydrogen recirculation. Also, some sonic and subsonic ejectors with the function of changing nozzle position were manufactured precisely and tested for the comparison with the calculation results.

• 한국지반신소재학회논문집
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• 제10권4호
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• pp.93-103
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• 2011

극한지에 적합한 지반구조물의 설계를 위해서는 일반적으로 영구동토지반의 공학적 특성에 대한 고려가 필요하다. 동상현상은 가장 대표적인 동토지반의 공학적 특성으로, 구조물 설계에 있어서 동착 및 크리프 현상과 함께 주요한 설계정수로서 고려된다. 그러므로 극한지 지반구조물 설계에 관한 연구를 위해서는 동상현상에 대한 기초적 연구가 선행되어야 한다. 이미 다양한 동상 관련 실험장비가 개발되어 연구에 활용되고 있지만, 기존의 동상 연구를 위한 실험장비들은 기초의 설계정수로서 동상현상을 분석하기에는 한계점이 나타난다고 판단된다. 따라서 본 논문에서는 동상현상을 비롯하여 토사의 동결현상을 보다 면밀히 분석할 수 있도록 개발된 실내 동결 실험장비를 소개하고, 장비의 활용성을 검증하기 위한 실내실험 결과를 제시한다. 검증 실험결과로부터, 개발된 고효율 동결실험장비의 다양한 동결현상 모사성능과 동상시험에의 활용 가능성을 검증하였다.

• 한국전산유체공학회:학술대회논문집
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• 한국전산유체공학회 2008년도 춘계학술대회논문집
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• pp.256-259
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• 2008

Ejector system is a device to transport a low-pressure secondary flow by using a high-pressure primary flow. Ejector system is, in general, composed of a primary nozzle, a mixing section, a casing part for suction of secondary flow and a diffuser. It can induce the secondary flow or affect the secondary chamber pressure by both shear stress and pressure drop which are generated in the primary jet boundary. Ejector system is simple in construction and has no moving parts, so it can not only compress and transport a massive capacity of fluid without trouble, but also has little need for maintenance. Ejectors are widely used in a range of applications such as a turbine-based combined-cycle propulsion system and a high altitude test facility for rocket engine, pressure recovery system, desalination plant and ejector ramjet etc. The primary interest of this study is to set up an applicable model and operating conditions for an ejector in the condition of sonic and subsonic, which can be extended to the hydrogen fuel cell vehicle. Experimental and theoretical investigation on the sonic and subsonic ejectors with a converging-diverging diffuser was carried out. Optimization technique and numerical simulation was adopted for an optimal geometry design and satisfying the required performance at design point of ejector for hydrogen recirculation. Also, some ejectors with a various of nozzle throat and mixing chamber diameter were manufactured precisely and tested for the comparison with the calculation results.

• Computers and Concrete
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• 제21권4호
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• pp.407-417
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• 2018

Concrete which is a composite material is one of the most important construction materials. Compressive strength is a commonly used parameter for the assessment of concrete quality. Accurate prediction of concrete compressive strength is an important issue. In this study, we utilized an experimental procedure for the assessment of concrete quality. Firstly, the concrete mix was prepared according to C 20 type concrete, and slump of fresh concrete was about 20 cm. After the placement of fresh concrete to formworks, compaction was achieved using a vibrating screed. After 28 day period, a total of 100 core samples having 75 mm diameter were extracted. On the core samples pulse velocity determination tests and compressive strength tests were performed. Besides, Windsor probe penetration tests and Schmidt hammer tests were also performed. After setting up the data set, twelve artificial intelligence (AI) models compared for predicting the concrete compressive strength. These models can be divided into three categories (i) Functions (i.e., Linear Regression, Simple Linear Regression, Multilayer Perceptron, Support Vector Regression), (ii) Lazy-Learning Algorithms (i.e., IBk Linear NN Search, KStar, Locally Weighted Learning) (iii) Tree-Based Learning Algorithms (i.e., Decision Stump, Model Trees Regression, Random Forest, Random Tree, Reduced Error Pruning Tree). Four evaluation processes, four validation implements (i.e., 10-fold cross validation, 5-fold cross validation, 10% split sample validation & 20% split sample validation) are used to examine the performance of predictive models. This study shows that machine learning regression techniques are promising tools for predicting compressive strength of concrete.

• 전력전자학회논문지
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• 제17권2호
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• pp.158-165
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• 2012

In this paper, the test bed using three-phase PWM converter connected with single phase inverter in series is set up to configure an active AC electric load. Since the two topologies, three-phase PWM converter and single-phase inverter, can be operated bidirectionally, the system not only re-generates surplus power to grid but also prevents power dissipation. However, the construction of system has a drawback. That is, ripple components two times of inverter operation frequency occur at DC-Link due to cascade connection, it can be cause of three phase unbalance Since the operational characteristic of the active AC electric load, the power frequency entered into the electric load can be varied, and the ripple of DC-Link is changed as well. In this paper, the three-phase PWM converter using a variable notch filter is proposed, and the reduction of three-phase current unbalance is presented. the validity of the proposed PWM converter using a variable notch filter is verified by the simulation and experimental results.

• 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.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제10권4호
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• pp.1892-1903
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• 2016

Mobile social network is becoming more and more popular with respect to the development and popularity of mobile devices and interpersonal sociality. As the amount of social data increases in a great deal and cloud computing techniques become developed, the architecture of mobile social network is evolved into cloud-based that mobile clients send data to the cloud and make data accessible from clients. The data in the cloud should be stored in a secure fashion to protect user privacy and restrict data sharing defined by users. Ciphertext-policy attribute-based encryption (CP-ABE) is currently considered to be a promising security solution for cloud-based mobile social network to encrypt the sensitive data. However, its ciphertext size and decryption time grow linearly with the attribute numbers in the access structure. In order to reduce the computing overhead held by the mobile devices, in this paper we propose a new Outsourcing decryption and Match-then-decrypt CP-ABE algorithm (OM-CP-ABE) which firstly outsources the computation-intensive bilinear pairing operations to a proxy, and secondly performs the decryption test on the attributes set matching access policy in ciphertexts. The experimental performance assessments show the security strength and efficiency of the proposed solution in terms of computation, communication, and storage. Also, our construction is proven to be replayable choosen-ciphertext attacks (RCCA) secure based on the decisional bilinear Diffie-Hellman (DBDH) assumption in the standard model.

• 한국화재소방학회논문지
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• 제30권5호
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• pp.36-45
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• 2016

일체형 방화셔터는 피난과는 무관하게 무분별하게 설치되고 있다. 학교 건축물의 복도, 통로, 계단 등에 주로 적용하고 있어 학생들이 사고의 위험에 언제나 노출된 상태이다. 따라서 부천옥길과 화성동탄에 있는 초등학교와 중학교에 설치된 방화셔터의 설치현황과 방화셔터 관련 사고사례를 조사하여 일체형 셔터의 출입구 및 피난, 시공관리, 유지관리의 문제점을 파악하였다. 피난자가 출입구 위치를 쉽게 확인할 수 있도록 바닥에 통로유도등 또는 표지를 설치하고, 방화셔터에 장애물 감지장치를 설치하여 셔터에 깔리는 인명피해를 줄이도록 하였고, 방화셔터의 성능시험 확대, 방화셔터의 성능을 유지하기 위해 주 또는 월 1회 정도 성능시운전을 시행, 스프링클러설비는 $1000m^2$를 넘는 4층 이상에만 설치할 것이 아니라 학교용도는 규모에 관계없이 전 층에 반영하여 방화셔터 설치개소를 최소화하는 방안을 제안하고자 한다.

• 한국구조물진단유지관리공학회 논문집
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• 제20권1호
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• pp.95-103
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• 2016

대다수의 흙막이 공사 계측현장에서 적용하고 있는 절대치 관리방법은 관리기준치와 계측결과를 절대 비교함으로서 공사현장의 안전성을 평가하는 기법이다. 따라서, 안전성 평가의 판단기준이 되는 관리기준치는 평가결과에 직접적으로 영향을 미치게 된다. 즉 아무리 최적의 계측시스템이 적용된 현장이라고 하더라도 관리기준치가 타당하지 않으면, 공사현장의 안전성을 정확히 판단할 수 없으므로 관리기준치의 선정은 매우 중요하다. 그러나 실질적으로 현장 기술자 등은 기존 절대치관리기준치에 대한 신뢰성이 매우 낮으며 관리기준치의 수정보완의 필요성을 인식하고 있다. 이에 본 연구에서는 계측관리기준치의 수정보완 필요성에 대한 조사결과를 바탕으로 하여 흙막이 구조물의 거동 중 가장 기본이 되며 중요한 흙막이 벽체의 변위에 대한 계측결과를 토대로 확률론적 이론에 의해 관리기준치를 보다 적절하게 설정하여 적용하는 연구를 수행하였다. 본 연구에서는 계측관리기법 중 시공 전에 설정된 관리기준치와 시공 시 측정된 설측치를 비교 검토하여 그 시점에서 공사의 안전성을 확인하는 방법인 절대치관리방법을 적용하여 관리기준치를 수정하였다.

• 한국지반공학회논문집
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• 제21권5호
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• pp.171-177
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• 2005

지하공간에서의 화재는 인명 및 재산피해 뿐만 아니라 지하구조물에 심각한 손상을 발생시킨다. 이러한 화재로부터 구조물을 보호하기 위해서 화재에 의한 지하구조물 시공재료의 손상을 파악하는 것은 매우 중요한 사항이다. 본 연구에서는 화재에 의한 지하구조물의 손상을 파악하기 위하여 지하공간 화재모의시험 가열로를 제작하였고, 쉴드 TBM 콘크리트 세그먼트시편에 대하여 모의 화재실험을 수행하였다. 수행된 실험은 5분에 $1,200^{circ}C$에 도달하여 1시간동안 유지한 후 2시간에 걸쳐 소화되는 RABT곡선을 모사하였다. 시험체내에 설치된 온도센서로 확인한 결과, 화재면으로부터 약 20cm까지 폭렬이 발생하였다. 또한 시험이 완료된 블럭시편으로부터 채취된 코어시편에 수행된 물리$\cdot$화학적 실험을 통하여 폭렬면으로부터 약 l0cm까지 시공재료의 특성이 저하되었음을 확인하였다.