• Nuclear Engineering and Technology
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• 제52권7호
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• pp.1597-1601
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• 2020

Background: Non-destructive evaluation of defects in metals or composites specimens is a regular method in radiographic imaging. The maintenance examination of metallic structures is a relatively difficult effort that requires robust techniques for use in industrial environments. Methods: In this research, iron plate, lead marker and tungsten defect with a 0.1 cm radius in spherical shape were separately simulated by MCNP code and SuperMC software. By ¹⁹²Ir radiation source, two exposures were considered to determine the depth of the actual defined defect in the software. Also by the code, displacement shift of the defect were computed derived from changing the source location along the x- or y-axis. Results: The computed defect depth was identified 0.71 cm in comparison to the actual one with accuracy of 13%. Meanwhile, the defect position was recognized by disorder and reduction in obtained gamma flux. The flux amount along the x-axis was approximately 0.5E+11 units greater than the y-axis. Conclusion: This study provides a method for detecting the depth and position of the defect in a particular sample by combining code and software simulators.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권1호
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• pp.454-475
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• 2018

This paper presents a novel Android malware classification model planned to classify and categorize Android malicious code at Drebin dataset. The amount of malicious mobile application targeting Android based smartphones has increased rapidly. In this paper, Restricted Boltzmann Machine and Deep Belief Network are used to classify malware into families of Android application. A texture-fingerprint based approach is proposed to extract or detect the feature of malware content. A malware has a unique "image texture" in feature spatial relations. The method uses information on texture image extracted from malicious or benign code, which are mapped to uncompressed gray-scale according to the texture image-based approach. By studying and extracting the implicit features of the API call from a large number of training samples, we get the original dynamic activity features sets. In order to improve the accuracy of classification algorithm on the features selection, on the basis of which, it combines the implicit features of the texture image and API call in malicious code, to train Restricted Boltzmann Machine and Back Propagation. In an evaluation with different malware and benign samples, the experimental results suggest that the usability of this method---using Deep Belief Network to classify Android malware by their texture images and API calls, it detects more than 94% of the malware with few false alarms. Which is higher than shallow machine learning algorithm clearly.

• Journal of Mechanical Science and Technology
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• 제20권11호
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• pp.1961-1971
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• 2006

A soft recovery system (SRS) is a device that stops a high speed projectile without damaging the projectile. The SRS is necessary to verify the shock resistant requirements of microelectronics and electro-optic sensors in smart munitions, where the projectiles experience over 20,000 g acceleration inside the barrel. In this study, a computer code for the performance evaluation of a SRS based on ballistic compression decelerator concept has been developed. It consists of a time accurate compressible one-dimensional Euler code with use of deforming grid and a projectile motion analysis code. The Euler code employs Roe's approximate Riemann solver with a total variation diminishing (TVD) method. A fully implicit dual time stepping method is used to advance the solution in time. In addition, the geometric conservation law (GCL) is applied to predict the solutions accurately on the deforming mesh. The equation of motion for the projectile is solved with the four-stage Runge-Kutta time integration method. A small scale SRS to catch a 20 mm bullet fired at 500 m/s within 1,600 g-limit has been designed with the proposed method.

• 대한전자공학회논문지TC
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• 제47권6호
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• pp.42-48
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• 2010

군용 통합 전술 정보 통신 체계(JTIDS: Joint Tactical Information Distribution System)에서 사용하는 기저대역 변조 방식 중 하나인 순환 부호 편이 변조 (CCSK: Cyclic Code Shift Keying) 방식은 5개의 비트를 32개의 32칩 수열로 변환하는 일종의 직접 수열 기반 대역 확산 변조 방식이다. 순환 부호 편이 변조 방식은 총 32개의 비직교 수열을 사용한다. 본 논문에서는 CCSK를 기반으로 하는 비동기 검파 성능을 분석하였다. 또한, 보다 나은 성능을 가지는 32칩 수열을 제안하고, 종래의 32칩 수열과 성능을 비교하였다.

• Earthquakes and Structures
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• 제14권6호
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• pp.505-523
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• 2018

Static pushover analyses of typical existing reinforced concrete frames, designed according to the previous generations of design codes in Greece, have established these structures' inelastic characteristics, namely overstrength, global ductility capacity and available behaviour factor q, under planar response. These were compared with the corresponding demands at the collapse limit state target performance point. The building stock considered accounted for the typical variability, among different generations of constructed buildings in Greece, in the form, the seismic design code in effect and the material characteristics. These static pushover analyses are extended, in the present study, in the time history domain. Consequently, the static analysis predictions are compared with Incremental Dynamic Analysis results herein, using a large number of spectrum compatible recorded base excitations of recent destructive earthquakes in Greece and abroad, following, for comparison, similar conventional limiting failure criteria as before. It is shown that the buildings constructed in the 70s exhibit the least desirable behaviour, followed by the buildings constructed in the 60s. As the seismic codes evolved, there is a notable improvement for buildings of the 80s, when the seismic code introduced end member confinement and the requirement for a joint capacity criterion. Finally, buildings of the 90s, designed to modern codes exhibit an exceptionally good performance, as expected by the compliance of this code to currently enforced seismic provisions worldwide.

• 한국전자파학회논문지
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• 제15권1호
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• pp.51-59
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• 2004

본 논문에서는 LDPC에 근거한 semi-BICM 기법에 의해 다중 레벨 부호화(MLC)를 설계한다. 기존의 설계와는 다르게 그레이 매핑에 의해 MLC와 BICM을 결합함으로써 서로 다른 부호율(code rate)의 다수의 등가 채널상에서의 멀티미디어 데이터 전송이 가능하다. AWCN 채널용량에 매우 가까운 SNR에서 양호한 성능을 얻기 위해 랜덤 레귤러 LDPC 부호와 단순한 SA-LDPC 부호를 병렬 독립 복호가 가능한 MLC 부호로서 고찰하였다. 또한, 제안방식은 멀티미디어 통신시스템을 위한 전력 및 대역폭 효율을 얻을 수 있음을 수치해석 결과를 이용하여 나타내었다.

• 한국안전학회지
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• 제17권4호
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• pp.110-118
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• 2002

During the last ten years, the need has been increase for reducing maintenance cost for aged equipments are ensuring safety, efficiency and profitability of petrochemical and refinery plants. American Petroleum institute(API) developed a code, API 581 for proposing standard procedures of risk based inspection. Even though the API 581 code covers general RBI procedures, there must be some limitations. In this study, a semi-quantitative assessment algorithm for RBI based on the API 581 code was reconstructed for developing an RBI software. The user-friendly realRBI software is developed with a module for evaluation semi-quantitative risk category using the potential consequence factor and the likelihood factor. Also, inspection planning module for inspection time and inspection method for equipments are included.

• 한국건축시공학회:학술대회논문집
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• 한국건축시공학회 2020년도 봄 학술논문 발표대회
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• pp.50-51
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• 2020

Recently, construction projects are gradually becoming high-rise and large-scale, and furthermore, the use of new buildings is emerging through the deepening of the underground. In this situation, a lot of fire damage has occurred in recent years, mainly in buildings and tunnel structures. In particular, damages caused by fires during large-scale construction projects such as freezing warehouse accidents are increasing. In this situation, in Korea, it is still trying to secure safety from human fire through the administrative system divided into the building law and the fire law, but it is being developed in a negative direction rather than a positive direction. The fire risk is getting bigger even when the road is not maintained. In this current situation, it is considered that the development of a Korean integrated life safety code centering on the consciousness base of Koreans will be necessary, and in particular, the ease of revision will also be needed by promoting the integrated safety code rather than current laws and regulations. This is a summary of the future tasks.

• 지질공학
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• 제24권3호
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• pp.383-396
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• 2014

사면붕괴에 따른 재해에 효과적으로 대응하기 위해서는 사면의 상태, 특성, 안정성과 사면붕괴시의 피해도에 대한 분석이 필요하다. 이 연구에서는 사면 관리에 필요한 다양한 항목을 포함하고 있는 사면기호시스템(Slope Code System, SCS)을 제안하고 있다. SCS는 사면의 상태, 지질특성, 공학적 안정성, 피해도 등을 평가하여 사면의 특성을 구체적으로 표현할 수 있으며, 평가방법도 비교적 쉽게 할 수 있다. SCS는 5가지의 평가 요소로 구성되어 있는데, '요소-1'은 사면의 구성물질을 나타내며, '요소-2'는 사면의 지질학적 특성을 성인에 따른 암종(rock type)과 지질구조로 나타낸다. '요소-3'은 사면의 공학적 안정성 평가하며, '요소-4'는 보호 보강 상태를 나타낸다. 마지막으로 '요소-5'는 사면붕괴 시 발생될 수 있는 피해의 정도를 나타낸다. SCS의 5가지 평가 요소들은 각각 평가 결과를 나타내는 고유한 분류 기호들을 가지고 있으며, 각 요소별 평가 결과로부터 부여된 5개의 기호들을 조합하여 사면의 종합적인 상태를 나타낸다. SCS는 사면의 상태, 특성, 공학적 안정성, 피해도 등을 종합적으로 평가하므로 사면의 유지관리에 효율적으로 사용될 수 있을 것으로 판단된다.

• 한국지진공학회:학술대회논문집
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• 한국지진공학회 1997년도 춘계 학술발표회 논문집 Proceedings of EESK Conference-Fall 1997
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• pp.249-256
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• 1997

This paper deals with the prediction and the evaluation of the measured seismic responses of the Hualien large-scale seismic test soil-structure system. The predicted analysis was carried out for the model structure by the computer code SASSI utilizing soil properties derived from geotechnical investigations and correlation analysis of recorded earthquake responses of soil. Utilizing the soil properties, seismic responses were predicted and compared with measured ones. The nonlinear effects of soil on structural responses were also evaluated.