• 한국분무공학회지
• /
• 제23권4호
• /
• pp.192-204
• /
• 2018

In this study, a 3D CFD analysis method for the combustion process was established for a low calorific value syngas-diesel dual-fuel engine operating under very lean fuel-air mixture condition. Also, the accuracy of computational analysis was evaluated by comparing the experimental results with the computed ones. To simulate the combustion for the dual-fuel engine, a new dual-fuel chemical kinetics set was used that was constituted by merging two verified chemical kinetic sets: n-heptane (173 species) for diesel and Gri-mech 3.0 (53 species) for syngas. For dual-fuel mode operations, the early stage of combustion was dominated by the fuel burning inside or near the spray plume. After which, the flame propagated into the syngas in the piston bowl and then proceeded toward the syngas in the squish zone. With the baseline injection system and piston shape, a significant amount of unburned syngas was discharged. To solve this problem, effects of the injection parameters and piston shape on combustion characteristics were analyzed by calculation. The change in injection variables toward increasing the spray plume volume or the penetration length were effective to cause fast burning in the vicinity of TDC by widening the spatial distribution of diesel acting as a seed of auto-ignition. As a result, the unburned syngas fraction was reduced. Changing the piston shape with the shallow depth of the piston bowl and 20% squish area ratio had a significant effect on the combustion pattern and lessened the unburned syngas fraction by half.

• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제15권12호
• /
• pp.4345-4363
• /
• 2021

Deep Learning as a Service (DLaaS), utilizing the cloud-based deep neural network models to provide customer prediction services, has been widely deployed on mobile cloud computing (MCC). Such services raise privacy concerns since customers need to send private data to untrusted service providers. In this paper, we devote ourselves to building an efficient protocol to classify users' images using the convolutional neural network (CNN) model trained and held by the server, while keeping both parties' data secure. Most previous solutions commonly employ homomorphic encryption schemes based on Ring Learning with Errors (RLWE) hardness or two-party secure computation protocols to achieve it. However, they have limitations on large communication overheads and costs in MCC. To address this issue, we present LeHE4SCNN, a scalable privacy-preserving and communication-efficient framework for CNN-based DLaaS. Firstly, we design a novel low-expansion rate homomorphic encryption scheme with packing and unpacking methods (LeHE). It supports fast homomorphic operations such as vector-matrix multiplication and addition. Then we propose a secure prediction framework for CNN. It employs the LeHE scheme to compute linear layers while exploiting the data shuffling technique to perform non-linear operations. Finally, we implement and evaluate LeHE4SCNN with various CNN models on a real-world dataset. Experimental results demonstrate the effectiveness and superiority of the LeHE4SCNN framework in terms of response time, usage cost, and communication overhead compared to the state-of-the-art methods in the mobile cloud computing environment.

• 국제초고층학회논문집
• /
• 제12권2호
• /
• pp.179-193
• /
• 2023

It is undeniable that urban greenspace is the soul of a city. Conventional urban greenspace such as parks, community gardens, playgrounds etc. located within a city reduce the negative effects of pollution, play a major role in the survival of the urban ecosystem, and promote healthy lifestyles. Today, 55% of the world's population lives in urban areas, which is expected to increase to 68% by 2050. Projections show that urbanization and the gradual migration to urban areas combined with the fast growth of the world's population, could add another 2.5 billion people to urban areas by 2050 and almost 90% of this increase will take place in Asia(UN, 2018). As a result, many plots in the cities are and will continue to be occupied with buildings to provide residential support to the increased population. This will dangerously decrease urban greenspaces. Moreover, worldwide, food crisis, energy crisis, and social crisis is posing a great threat to the existence of mankind. Additionally, the COVID - 19 has introduced a new lifestyle where from work culture to community configuration has drastically transformed. In this scenario, residential buildings will have to serve more than just providing privacy and shelter. As urban greenspaces are being occupied by concrete residential buildings, these buildings will have to compensate for the percentage of urban green they are destroying and the issues they are imposing in the process. The goal of this thesis is to design, architecturally define and, categorize comprehensive 'sustainable Greenspace'(S.G.S) for the multi-family housing scenario. These will be different than the conventional green (veranda, rooftop green) we commonly see in residential buildings. An old, dilapidated apartment building will be the target of remodeling to fulfill the purpose of this thesis.

• Korean Chemical Engineering Research
• /
• 제62권2호
• /
• pp.181-190
• /
• 2024

본 연구는 자성 야누스 미세 흡착제를 합성하기 위해 쉽고 빠르며 대량생산이 가능한 원심력 기반 미세유체 반응기를 개발하였다. 두 개의 정렬된 주사침과 원심분리 튜브로 구성된 다중 미세노즐을 사용함으로써 높은 균일도를 갖는 프러시안 블루와 자성 나노입자의 함입이 이루어진 미세 흡착제(PB-MNP-MAs)를 합성하였다. 등온흡착과 흡착속도 실험을 통해 다공성 구조 및 프러시안 블루 나노입자의 넓은 비표면적을 갖는 미세 흡착제의 향상된 세슘 흡착 성능을 증명하였으며 이를 통해 10분 이내의 빠른 흡착을 유도할 수 있다. 흡착 공정 후, 외부 자기장 도입을 통해 세슘 수용액 내에서 합성된 PB-MNP-MAs를 성공적으로 회수하였다. 따라서 본 연구결과를 바탕으로 생물 및 환경 제염 분야에서 기능성 흡착제 발전을 위한 새로운 방향성을 제공해 줄 것으로 기대한다.

• 한국방사선학회논문지
• /
• 제12권4호
• /
• pp.491-496
• /
• 2018

1.5Tesla와 3.0Tesla의 MRI 검사의 DWI (diffusion-weighted imaging) 펄스시퀀스에서 노이즈 스펙트럼을 분석하여 MRI검사의 기초자료를 제공하여 임상에서 적용하는데 목적이 있다. MRI 검사에서 ACR (American College of Radiology) 팬텀과 노이즈 스펙트럼은 Wavepad sound editor version 8.13 (NCH software, Green wood Village, CO, USA)로 FFT (fast Fourier transform), TFFT (time based fast Fourier transform)를 분석하였다. MR 1.5Tesla와 3.0Tesla의 DWI 펄스 시퀀스에서 검사실에 따른 노이즈 스펙트럼 및 FFT와 TFFT를 분석하였다. 1.5Tesla에 비해 3.0Tesla에서 FFT 및 TFFT에서 주파수 진폭의 노이즈 임계값은 1.5Tesla에서 -6 dB 사이였고, 3.0Tesla에서는 0 dB 사이로 분석되어 환자의 소음감소를 위한 DWI 펄스시퀀스를 환자에게 적절하게 임상에서 적용할 필요가 있다.

• 미생물학회지
• /
• 제36권4호
• /
• pp.299-305
• /
• 2000

생분해성 플라스틱으로 현재 상업화에 가장 근접해 있는 poly-3-hydroxybutyrate (PHB), $Sky-Green^R$(SG) 및 $Mater-Bi^R$(MB)를 활성오니토 및 경작토에 매립하여 PHB 분해세균 3주, SG 분해세균 3주 및 MB 분해세균 1주를 분리하였다. PHB 분해세균은 Flavimonas oryzihabitans, Corynebacterium pseudodiphtheriticum 및 Micrococcus diversus로, SG 분해세균은 Pseudomonas vesicuraris, Pasteurlla multocida 및 Flavobacterium odoratum으로, MB 분해세균은 Pseudomonas vesicuraris로 동정되었다. 각 플라스틱 film을 함유한 무기염 액체배지에서 28일 간의 생분해성 실험 결과 평균 중량감소는 PHB와 SG은 각각 44~69% 및 25~32%, MB는 29%를 나타내어 PHB의 생분해성이 가장 우수하였다. 각 플라스틱 film의 활성오니토 매립 전과 후의 표면 변화를 조사한 결과 미생물이 다공성의 film 표면에 많은 colony를 형성하는 것이 SEM으로 관찰되었다. PHB, SG 및 MB의 무생물적 분해와 F. oryzihabitans에 의한 미생물학적 생분해를 TOC와 pH 변화로 측정하여 비교 분석하였을 때, SG과 MB는 분해 정도가 서로 유사하였으나 PHB는 SG는 MB에 비하여 dir 3배 더 빠르게 무생물적 분해가 일어났다. Yeast extract를 포함한 배지에서 PHB, GS 및 MB의 분해는 yeast extract를 포함하지 않은 배지에서 보다 훨씬 빠르게 안정되었으며, 두 경우 모두 PHB의 분해는 SG 및 MB에 비하여 더 빠르게 일어졌다.

• Fisheries and Aquatic Sciences
• /
• 제9권3호
• /
• pp.115-117
• /
• 2006

A micro algal growth-enhancing polysaccharide compound was isolated from the green alga Monostroma nitidum using water extraction, molecular fractionation, a DEAE-cellulose column, and fast protein liquid chromatography using a Superose-12 column. The yield of the compound from the seaweed powder was 8.3$\times$l0$^{-3}$%. At 2 mg/mL concentration, the polysaccharide enhanced Tetraselmis suecica cell growth in f/2 medium by approximately 160%.

• International Journal of Industrial Entomology and Biomaterials
• /
• 제15권1호
• /
• pp.35-38
• /
• 2007

In this study, ORF 46 of Bombyx mod nucleopolyhedrovirus(Bm46) fused with EGFP was expressed in Bombyx mod cell lines, larvae and pupae by BmNPV Bacmid system. Bm46 and EGFP were cloned into donor plasmid pFastBacHTb, which was transformed to competent DH10B cells containing helper and BmNPV bacmid by site-specific transposition. Recombinant bacmid was used to transfected BmN-4 cells to produce the recombinant baculovirus vBm-Bm46-EGFP. Recombination virus was injected into silkworm larvae and pupae. The expression of the fusion protein was monitored by examining green fluorescence using a fluorescent microscope. Intense fluorescence in cells and silkworm was observed at 4 days post-infection, indicating the Bm46-EGFP fusion gene was expressed successfully.

• 비파괴검사학회지
• /
• 제12권4호
• /
• pp.9-17
• /
• 1993

Three types of piezoelectric sensors to detect acoustic emission signals were developed and characterized. Epicentral displacement and velocity of a plate to have infinite boundary were calculated by convolution between a Green's function and a simulated source time function to show parabolic rising characteristic. The sensor calibration system set up was composed of a steel plate, a glass capillary, an indentor and a load cell indicator The transient elastic signals were detected by the sensors. The results were compared with the theoretical results and Fast Fourier Transformed. As the results, the sensor fabricated using a disk shape of a piezoelectric PZT element showed resonant characteristics. The sensors fabricated using a conical shape PZT element and a PVDF polymer film showed the wide band characteristics for particle displacement and velocity, respectively. The calculated results showed good agreements with the transient responses in the cases of the wide band sensors and it was confirmed that the simulated source time function had been properly assumed.

• Journal of the Korean Wood Science and Technology
• /
• 제2권3호
• /
• pp.39-41
• /
• 1974

Bastard indigo, prevailing shrub species planted in erosion control work to constitute vegetation, is proved to be usefull for pulp material other than existing usage of green manure or fuel. Pulp made from bastard indigo is good enough for filler pulp though the quality of it is not remarkably excellent. (1) Sorts of paper possible to make from this pulp. Packing paper of medium grade. (general packing paper except heavy packing) (2) Traits of this pulp as for pulp material (A) It is more preferable than annual plants in these respects, ego collection, transport and storage of pulp material, and yield, freeness and chemical consumption of pulp. (B) Annual probable production of pulp material per ha from this plant is higher than that from long-term tree species or similar to that from fast growing species. (C) Its cultivation on eroded area is welcomed and consecutive annual production of material by copice method is also proved possible.