• Journal of Ocean Engineering and Technology
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• v.13 no.2 s.32
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• pp.83-89
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• 1999

In this paper an experimental study on the development of the shielded metal are welding(SMAW) optimization technique for the dissimilar materials SS41 and STS304 of Auto-Lifting Magnet core plate was carried out. It was confirmed that the optimum welding heat input range was 37.5 to 45 kj/cm by considering on the strength and fatigue life of the welded joints more than 100% joint efficiency. And the quantitative relationship empirical wquation between the strength toughness adn fatigue life and the weld heat input was obtained.

• Proceedings of the Korean Institute of Building Construction Conference
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• 2017.11a
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• pp.137-138
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• 2017

Generally, a lot of reinforcements are used in nuclear power plant concrete structures in order to improve the structural safety, but it may cause several potential problems due to the overcrowded reinforcement, such as the degradation of concrete quality, the construction delay and the increase of construction cost. In order to resolve these problems, structural test researches and code change studies on using high-strength reinforcement (Gr.80) in unclear power plant structures are under way, and there is good progress in code change of ASM BPVC.III.2 and ACI 349. This purpose of this study is to review the code change status ASM BPVC.III.2, ACI 349 under way to use the high-strength reinforcement in nuclear power plant structures. Also I will introduce the design optimization of NPP structures with high-strength reinforcements in order to maximize the effect and minimize the problem when using the high-strength reinforcements in NPP structures.

• Journal of Ocean Engineering and Technology
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• v.13 no.1 s.31
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• pp.88-93
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• 1999

This paper presents the experimental examinations and statistical quantitative analysis of the correlation between the cumulative counts of acoustic emission(AE) during plastic deformation periods of the welding and the tensile strength and other properties of the bar-to-bar welded joints of O.D. 16mm shaft(SM40C) as well as the various welding variables. And this is a new approach which attempts finally to develop real-time quality monitoring system for friction welding. The results lead to a practical possibility of real-time quality control more than 100% joint efficiency showing good weld with no micro structural defects.

• Annual Conference of KIPS
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• 2015.04a
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• pp.129-131
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• 2015

스마트 그리드는 에너지 이용 효율 최적화를 위한 개선방안으로 전기에너지를 발생하는 발전원별 분석하며, 전력 사용 측면에서 전력망을 통해 공급된 전력의 소비패턴으로 분석을 통해 에너지 이용 효율을 최적화할 수 있다. 본 논문에서는 아파치 Storm을 활용하여 실시간 데이터 수집 및 처리 시스템을 설계한다. 설계된 시스템은 에너지 효율성을 위해 이종의 실시간 대용량 스트리밍 센서 데이터를 수집하여 분석을 수행하도록 데이터 필터링과 변환 기법을 제시한다. 이를 위해 실시간 대용량 처리를 위해 필터링 및 변환을 병렬 처리하도록 한다. 필터링과 변환 처리는 독립적인 타스크로 구성하도록 하며, 전체 프로세스는 정의된 파이프-필터 토폴로지를 구성하여 처리한다.

• Proceedings of the Korea Water Resources Association Conference
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• 2015.05a
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• pp.527-527
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• 2015

최근 지구온난화로 인한 기후변화는 우리 삶에 다양하게 영향을 미치고 있으며, 특히 강수 또는 기온의 비정상성으로 대표되는 기후변화에 따라 수문순환의 변화 역시 자명하게 여겨지고 있다. 기후변화에 따른 수문변화를 전망하기 위한 최우선은 수문상황을 명확하게 이해 진단하는 것이고, 그 다음은 현재기후에 대비하여 미래 변화를 전망하는 것이다. 우리나라는 관측의 역사가 짧기 때문에 수문상황의 이해, 진단과 전망을 위해서는 수문모형이 필수적이고, 모형의 관측 재생 능력은 매개변수의 최적화 문제와 직결되어 있다. 따라서 이 연구에서는 SWAT 모형과 매개변수 최적화를 위한 SWAT-CUP를 이용하여 현재기후에서의 수문량(유량 및 수질)을 추정하였고, 대표농도경로에 근거한 미래기후에서의 수문량을 전망하였다. 연구결과, 연 최대 일유량은 현재기후에 비하여 21세기 후반에 약 27%(RCP4.5), 50%(RCP8.5) 증가하겠고, 총질소와 총인 역시 미래로 갈수록 부하량이 증가하리라 전망되었다.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2021.05a
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• pp.644-645
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• 2021

In this paper, we propose a hardware structure of a watermarking processor based on deep learning technology to protect the intellectual property rights of ultra-high resolution digital images and videos. We propose an optimization methodology to implement a deep learning-based watermarking algorithm in hardware.

• Annual Conference of KIPS
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• 2024.10a
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• pp.50-51
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• 2024

본 연구는 자원 제약적 임베디드 시스템에서 신경망 연산의 효율성을 극대화하기 위해 SIMD(Single Instruction Multiple Data) 기술을 활용한 최적화 기법을 제안한다. 기존 연구들이 주로 합성곱 연산에 집중된 것과 달리, 본 연구는 신경망의 전체 연산 구간에 SIMD 최적화를 적용하고, 범용 DNN 프레임워크인 Darknet 을 기반으로 다양한 모델에 적용 가능한 방법론을 적용하였다. Raspberry Pi 3B+를 테스트베드로 활용하여 다양한 CNN 모델에 대한 성능 평가를 수행하였으며, 최대 55.2%의 성능 향상을 달성하였다. 또한, SIMD 레지스터 활용도와 연산 속도 간의 상관관계를 분석하여 최적의 구현 전략을 도출하였다.

• Clean Technology
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• v.19 no.4
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• pp.423-429
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• 2013

This study aimed to develop flowable backfill material using oyster shell, coal ash, and surplus soil. The high temperature (> $800^{\circ}C$) reaction was required to convert $CaCO_3$ to CaO. The solid specimens formed by pozzlanic reaction between CaO and coal ash showed low unconfined compressive strength. The effect of kaolin and blast furnace slag was also examined. It was found that CaO and coal ash could not be utilized due to high cost and low performance. The use of oyster shell without calcination ($CaCO_3$) was evaluated. The specimens composing of oyster shell and cement showed the higher unconfined compressive strength than that composing of coal ash and cement. However, use of oyster shell is limited in mortar due to the presence of salt. Addition of soil into oyster shell-coal ash-cement mixture satisfied the specification of flowable backfill material by optimizing their ratio.

• Membrane Journal
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• v.33 no.6
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• pp.439-446
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• 2023

Ceramic membranes are generally used for various industrial processes operating under extreme conditions because of its high thermal and chemical stability. However, due to the trade-off phenomenon of permeability and mechanical strength, preparation of high permeability-high strength membrane is necessary. In this study, the change in characteristics and performances of ceramic membranes was analyzed depending on the type of polymer binder and its mixing ratio. Because the solubility between solvent and polymer binder was higher in PSf (polysulfone) than in PES (polyethersulfone), the viscosity and discharge pressure of the PSf-based dope solution were higher than those of PES-based dope solution. When PSf was used as a polymer binder, ceramic membrane showed high mechanical strength and low water permeability due to the dense structure. On the other hand, in case of PES, the mechanical strength was slightly reduced and the water permeability was increased. It was confirmed that the optimum mixing ratio of the PSf and PES with high water permeability and mechanical strength was 9:1.

• Journal of Korea Water Resources Association
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• v.46 no.11
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• pp.1041-1052
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• 2013

In this study, we estimate parameters of a distributed hydrologic model, GRM (grid based rainfall-runoff model), using a model-independent parameter estimation tool, PEST. We implement auto calibration of model parameters such as initial soil moisture, multipliers of overland roughness and soil hydraulic conductivity in the Geumho River Catchment and the Gamcheon Catchment using radar rainfall estimates and ground-observed rainfall represented by Thiessen interpolation. Automatic calibration is performed by GRM-MP (multiple projects), a modified version of GRM without GUI (graphic user interface) implementation, and "Parallel PEST" to improve estimation efficiency. Although ground rainfall shows similar or higher cumulative amount compared to radar rainfall in the areal average, high spatial variation is found only in radar rainfall. In terms of accuracy of hydrologic simulations, radar rainfall is equivalent or superior to ground rainfall. In the case of radar rainfall, the estimated multiplier of soil hydraulic conductivity is lower than 1, which may be affected by high rainfall intensity of radar rainfall. Other parameters such as initial soil moisture and the multiplier of overland roughness do not show consistent trends in the calibration results. Overall, calibrated parameters show different patterns in radar and ground rainfall, which should be carefully considered in the rainfall-runoff modelling applications using radar rainfall.