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부분방전 진단을 위한 인공신경망 기법의 비교 (Comparison of Artificial Neural Network for Partial Discharge Diagnosis)

  • 정교범;곽선근
    • 한국산학기술학회논문지
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    • 제14권9호
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    • pp.4455-4461
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    • 2013
  • 본 논문은 전력기기 열화의 주요한 원인으로 알려진 부분방전의 진단을 위해 널리 사용되는 인공신경망의 계층 구조 및 입력벡터의 구성 요소의 변화에 대한 진단 성능을 검토한다. 은닉층이 1개 또는 2개인 인공신경망의 계층구조 변화에 대한 진단 성능을 비교하였으며, 입력벡터는 세라믹 커플러를 이용하여 한주기에 2048번 샘플링한 시계열 신호를 직접 사용하는 경우와 특성벡터를 추출하여 사용하는 경우를 비교하였다. 침${\leftrightarrow}$평판, 구${\leftrightarrow}$구, 침${\leftrightarrow}$침, 평판${\leftrightarrow}$평판, 구${\leftrightarrow}$평판 형태의 5가지 전극조합의 부분방전 실험으로 학습데이타를 수집하고, 시뮬레이션 연구를 수행하여 인공신경망의 진단 성능을 평가하였다.

실리콘 게이트전극을 갖는 고온소자와 금속 게이트전극을 갖는 P형 저온 다결정 실리콘 박막 트랜지스터의 전기특성 비교 연구 (A Research About P-type Polycrystalline Silicon Thin Film Transistors of Low Temperature with Metal Gate Electrode and High Temperature with Gate Poly Silicon)

  • 이진민
    • 한국전기전자재료학회논문지
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    • 제24권6호
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    • pp.433-439
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    • 2011
  • Poly Si TFTs (poly silicon thin film transistors) with p channel those are annealed HT (high temperature) with gate poly crystalline silicon and LT (low temperature) with metal gate electrode were fabricated on quartz substrate using the analyzed data and compared according to the activated grade silicon thin films and the size of device channel. The electrical characteristics of HT poly-Si TFTs increased those are the on current, electron mobility and decrease threshold voltage by the quality of particles of active thin films annealed at high temperature. But the on/off current ratio reduced by increase of the off current depend on the hot carrier applied to high gate voltage. Even though the size of the particles annealed at low temperature are bigger than HT poly-Si TFTs due to defect in the activated grade poly crystal silicon and the grain boundary, the characteristics of LT poly-Si TFTs were investigated deterioration phenomena those are decrease the electric off current, electron mobility and increase threshold voltage. The results of transconductance show that slope depend on the quality of particles and the amplitude depend on the size of the active silicon particles.

Influence of Temperature and Water Activity on Deleterious Fungi and Mycotoxin Production during Grain Storage

  • Mannaa, Mohamed;Kim, Ki Deok
    • Mycobiology
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    • 제45권4호
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    • pp.240-254
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    • 2017
  • Cereal grains are the most important food source for humans. As the global population continues to grow exponentially, the need for the enhanced yield and minimal loss of agricultural crops, mainly cereal grains, is increasing. In general, harvested grains are stored for specific time periods to guarantee their continuous supply throughout the year. During storage, economic losses due to reduction in quality and quantity of grains can become very significant. Grain loss is usually the result of its deterioration due to fungal contamination that can occur from preharvest to postharvest stages. The deleterious fungi can be classified based on predominance at different stages of crop growth and harvest that are affected by environmental factors such as water activity ($a_w$) and eco-physiological requirements. These fungi include species such as those belonging to the genera Aspergillus and Penicillium that can produce mycotoxins harmful to animals and humans. The grain type and condition, environment, and biological factors can also influence the occurrence and predominance of mycotoxigenic fungi in stored grains. The main environmental factors influencing grain fungi and mycotoxins are temperature and $a_w$. This review discusses the effects of temperature and $a_w$ on fungal growth and mycotoxin production in stored grains. The focus is on the occurrence and optimum and minimum growth requirements for grain fungi and mycotoxin production. The environmental influence on aflatoxin production and hypothesized mechanisms of its molecular suppression in response to environmental changes are also discussed. In addition, the use of controlled or modified atmosphere as an environmentally safe alternative to harmful agricultural chemicals is discussed and recommended future research issues are highlighted.

An Improved Proton Recoil Telescope Detector for Fast Neutron Spectroscopy

  • Chung, Moon-Kyu;Kang, Hee-Dong;Park, Tong-Soo
    • Nuclear Engineering and Technology
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    • 제5권3호
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    • pp.191-201
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    • 1973
  • MeV 영역의 속중성자분광을 위해 재래의 radiator system을 개량하여 ringshaped vertical radiator와 cone-shaped horizontal radiator를 공용한 특수한 recoil proton radiator assembly를 사용함으로서 energy 분해능의 저하없이 검출효율을 높이도록 recoil Proton telescope detector를 설계ㆍ제작하였다. 이 검출기에는 입사중성자속에 대한 Si(ti) 검출기의 직접노출을 피함으로서 background를 줄일수 있도록 입사중성자차폐부도 고안 내장되어 있다. 이 개량된 recoil proton telescope detector의 검출효율 및 energy 분해능을 중성자 energy 1-15 MeV에 대하여 radiator system과 Si(Li) 검출기사이의 거리변화에 따라 이론적인 계산치로 도출ㆍ표시하였으며, 실험적검증의 예로서 이 거리를 29cm로 하고 중성자 energy를 14.1 MeV로 하였을 때의 검출기의 제특성측정결과를 얻어 분석하였다. 측정결과의 분석에 의하면 이론에서 추정된것처럼 혼합형 radiator system을 사용하였을 때의 검출 효율은 단일 radiator system을 사용한 재래식 검출기의 검출효율의 2.2배의 증가를 보인데 반하여 energy 분해능의 저하는 불과 30%, background의 증가는 약40% 말만임을 알수가 있었다. 또한 측정에 의한 14.1 MeV 중성자에 대한 energy 분해능은 3.9% FWHM었는데, 이는 이논적인 3.7% FWHM와 거의 완전한 일치를 보이고 있음도 입증되였다.

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순티타늄판의 Nd:YAG 레이저 용접성에 관한 연구(III) - 에지 용접 특성 - (A Study of Weldability for Pure Titanium by Nd:YAG Laser(III) - Weld Properties of Edge Welding -)

  • 김종도;길병래;곽명섭;송무근
    • Journal of Welding and Joining
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    • 제27권6호
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    • pp.74-79
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    • 2009
  • Titanium and titanium alloy can be reproduced immediately even if oxide films($TiO_2$) break apart in sea water. Therefore, since titanium demonstrates large specific strength and outstanding resistance to stress corrosion cracking, crevice corrosion, pitting and microbiologically influenced corrosion in sea water environment, it has been widely applied to heat exchanger for ships. In particular, with excellent elongation, pure titanium may be deemed as optimal material for production of heat exchanger plate which is used with wrinkles formed for efficient heat exchange. Conventional plate type heat exchanger prevented leakage of liquid through insertion of gasket between plates and mechanical tightening by bolts and nuts, but in high temperature and high pressure environment, gasket deterioration and leakage occur, so heat exchanger for LPG re-liquefaction device etc do not use gasket but weld heat exchanger plate for use. On the other hand, since welded plate cannot be separated, it is important to obtain high quality reliable welds. In addition, for better workability and production performance, lasers that can obtain weldment with large aspect ratio and demonstrate fast welding speed even in atmospheric condition not in vacuum condition are used in producing products. So far, 1st report and 2nd report compared and analyzed embrittlement degrees by bead colors of weldment through quantitative analysis of oxygen and nitrogen and measurement of hardness as fundamental experiment for the evaluation of titanium laser welding, and evaluated the welding performance and mechanical properties of butt welding. This study welded specimens in various conditions by using laser and GTA welding machine to apply edge welding to heat exchanger, and evaluated the mechanical strength through tensile stress test. As a result of tensile test, laser weldment demonstrated tensile strength 4 times higher than GTA welds, and porosity could be controlled by increasing and decreasing slope of laser power at overlap area.

Clinical Characteristics and Long-Term Prognosis of Alport Syndrome: A Retrospective Single-Center Study

  • Jang, Hea Min;Baek, Hee Sun;Park, Sun-Hee;Kim, Yong-Lim;Kim, Chan-Duck;Jung, Hee-Yeon;Cho, Jang-Hee;Han, Man Hoon;Kim, Yong Jin;Cho, Min Hyun
    • Childhood Kidney Diseases
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    • 제24권2호
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    • pp.91-97
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    • 2020
  • Purpose: Alport syndrome (AS) is one of the most common inherited renal diseases caused due to mutations of genes encoding specific proteins of the type IV collagen family, and its major clinical manifestations include progressive renal failure, sensorineural deafness, and ocular abnormalities. We investigated the clinical characteristics and long-term prognosis of AS in Korean pediatric and adult populations. Methods: We conducted a retrospective review of medical records of 33 children and adults who had been diagnosed or treated with AS from 1985 to 2019. Results: The mean age of the 33 patients diagnosed with AS was 16.2±13.6 years, and the male-to-female ratio was 2:1. At the first visit, recurrent gross hematuria was the most common initial symptom. In 10 of 33 patients (30.3%), sensorineural hearing loss (SNHL) was diagnosed, but none had ophthalmic problems. Moreover, 11 of 33 patients (33.3%) had advanced to end-stage renal disease (ESRD), and a significant difference was observed in the age of the patients who progressed to ESRD based on the presence or absence of SNHL (P=0.035). Conclusion: SNHL in AS can be an important prognostic factor for long-term deterioration of renal function. Further investigation is required to confirm the clinical course and the genetic characteristics of AS in Korea through prospective national cohort studies.

Low-Molecular-Weight Collagen Peptide Ameliorates Osteoarthritis Progression through Promoting Extracellular Matrix Synthesis by Chondrocytes in a Rabbit Anterior Cruciate Ligament Transection Model

  • Lee, Mun-Hoe;Kim, Hyeong-Min;Chung, Hee-Chul;Kim, Do-Un;Lee, Jin-Hee
    • Journal of Microbiology and Biotechnology
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    • 제31권10호
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    • pp.1401-1408
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    • 2021
  • This study examined whether the oral administration of low-molecular-weight collagen peptide (LMCP) containing 3% Gly-Pro-Hyp with >15% tripeptide (Gly-X-Y) content could ameliorate osteoarthritis (OA) progression using a rabbit anterior cruciate ligament transection (ACLT) model of induced OA and chondrocytes isolated from a patient with OA. Oral LMCP administration (100 or 200 mg/kg/day) for 12 weeks ameliorated cartilage damage and reduced the loss of proteoglycan compared to the findings in the ACLT control group, resulting in dose-dependent (p < 0.05) improvements of the OARSI score in hematoxylin & eosin (H&E) and Safranin O staining. In micro-computed tomography analysis, LMCP also significantly (p < 0.05) suppressed the deterioration of the microstructure in tibial subchondral bone during OA progression. The elevation of IL-1β and IL-6 concentrations in synovial fluid following OA induction was dose-dependently (p < 0.05) reduced by LMCP treatment. Furthermore, immunohistochemistry illustrated that LMCP significantly (p < 0.05) upregulated type II collagen and downregulated matrix metalloproteinase-13 in cartilage tissue. Consistent with the in vivo results, LMCP significantly (p < 0.05) increased the mRNA expression of COL2A1 and ACAN in chondrocytes isolated from a patient with OA regardless of the conditions for IL-1β induction. These findings suggest that LMCP has potential as a therapeutic treatment for OA that stimulates cartilage regeneration.

재한외국인의 주거실태 및 주거만족도에 관한 연구 -서울, 경기 지역을 중심으로- (A Study on Housing Situation and Residential Satisfaction of Foreigners in Korea -Focusing on Seoul and Kyonggi Province-)

  • 김영주;박동
    • 한국콘텐츠학회논문지
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    • 제19권1호
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    • pp.574-586
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    • 2019
  • 본 연구는 재한외국인의 주거실태와 주거만족도를 조사하고 이들의 주거만족도에 영향을 미치는 요인을 파악하는 것을 목적으로 한다. 이를 위해 서울 및 경기도에 거주하는 재한외국인을 대상으로 설문조사를 실시하였으며 총 132부의 설문을 최종 분석에 사용하였다. 분석 결과 응답자들은 대부분 중국국적으로 평균연령은 45.7세였다. 주택소유형태는 90% 이상이 차가였으며, 주택유형은 단독주택이 가장 많았다. 전반적인 주거만족도 점수는 3.43점으로 보통 이상이었으나 주차공간과 노후도, 공간구성에 대한 만족도가 가장 낮았다. 주거만족도 변수에 대한 요인분석 결과 '공간계획 및 구성,' '시설설비,' '생활편의시설,' '생활환경,' '주거비부담'과 관련된 5개 요인이 도출되었다. 이들 5개 요인이 주거만족도에 미치는 영향을 파악하기 위한 중회귀분석 결과 '공간계획 및 구성'과 관련된 요인의 영향이 가장 큰 것으로 나타났다.

로지스틱회귀분석을 이용한 등산로 훼손요인 분석: 고루포기산~생계령 대상으로 (Analysis of Factors Affecting Hiking Trails by Logistic Regression Analysis: Focus on Golupogisan~Saenggyelyeong)

  • 최태헌;김준순
    • 한국산림과학회지
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    • 제107권4호
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    • pp.478-485
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    • 2018
  • 본 연구에서는 백두대간 등산로 훼손에 영향을 미치는 자연환경요인을 선정하고 영향 관계를 분석하였다. 연구대상지는 백두대간 고루포기산~생계령 구간 내 표본지 총 123개소이며 등산로 훼손, 임상, 하층식생, 수관밀도와 FGIS를 통해 얻은 경사, 토성, 암석노출 총 7가지 정보를 분석에 활용하였다. 등산로 훼손 발생지 43곳과 미발생지 80곳을 로지스틱 회귀분석을 통해 분석한 결과, 등산로 훼손에 영향을 미치는 자연환경요인으로 경사도, 하층식생, 토성, 암석노출 총 4가지를 선정하였다. 경사도와 하층식생은 양의 상관관계를 보였고 암석노출은 음의 상관관계로 나타났다. 토성은 미사 비율이 낮고 모래 비율이 높은 토성일수록 양의 상관관계를 보이는 것으로 나타났다. 따라서 등산로 훼손을 줄이기 위해서는 경사도, 하층식생, 토성, 암석노출 4가지 자연환경요인들을 적절하게 관리하여야 한다.

Outcomes of transcatheter closure of ductus arteriosus in infants less than 6 months of age: a single-center experience

  • Choi, Gwang-Jun;Song, Jinyoung;Kim, Yi-Seul;Lee, Heirim;Huh, June;Kang, I-Seok
    • Clinical and Experimental Pediatrics
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    • 제61권12호
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    • pp.397-402
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    • 2018
  • Purpose: Transcatheter device closure of patent ductus arteriosus (PDA) is challenging in early infancy. We evaluated PDA closure in infants less than 6 months old. Methods: We performed a retrospective review of infants less than 6 months of age who underwent attempted transcatheter device closure in our institution since 2004. To compare clinical outcomes between age groups, infants aged 6-12 months in the same study period were reviewed. Results: A total of 22 patients underwent transcatheter PDA closure during the study period. Patient mean age was $3.3{\pm}1.5months$, and weight was $5.7{\pm}1.3kg$. The duct diameter at the narrowest point was $3.0{\pm}0.8mm$ as measured by angiography. The most common duct type was C in the Krichenko classification. Procedural success was achieved in 19 patients (86.3%). Major complications occurred in 5 patients (22.7%), including device embolization (n=1), acquired aortic coarctation (n=2), access-related vascular injury requiring surgery (n=1), and acute deterioration requiring intubation during the procedure (n=1). Two patients had minor complications (9.1%). Twenty-four infants aged 6-12 months received transcatheter device closure. The procedural success rate was 100%, and there were no major complications. The major complication rate was significantly higher in the group less than 6 months of age (P=0.045). There was a trend toward increased major complication and procedural failure rates in the younger age group (P<0.01). Conclusion: A relatively higher incidence of major complications was observed in infants less than 6 months of age. The decision regarding treatment modality should be individualized.