• Title/Summary/Keyword: 이탈율

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Retirement Prediction Model for ROK Navy's Maintenance Support Unit Based on Machine Learning (머신러닝을 적용한 해군 정비지원부대 퇴직자 예측 모델)

  • Jun-Min Yoo
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.335-338
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    • 2023
  • 국방 무기체계의 운용유지를 위해서는 숙련자에 의한 신뢰성있는 정비 지원이 필요하다. 특히, 고도의 기술력을 바탕으로 연구/제작된 해군 무기체계를 유지하기 위해서는 이와같은 정비 지원이 무엇보다 중요하다. 해군에서는 효과적인 정비지원을 위해 수개의 정비지원부대를 조직하여 운용하고 있다. 원활한 정비지원부대의 운용을 위해 다년간 기술력을 축적한 정비인원의 중도 이탈을 예방하는 것이 요구되므로, 본 논문에서는 머신러닝을 적용하여 해군 정비지원부대의 퇴직자 예측 모델을 제안하였다. 정비인력의 만족도와 관계가 있을 것으로 예상되는 봉급, 특근율 등을 변수로 사용하였고, F1 Score를 통해 모델의 성능을 평가한 결과 0.7이상의 높은 성능을 보였다. 이 모델을 통해 조기 퇴직이 예상되는 그룹의 공통 개선소요를 파악하여 사전 조치가 가능할 것으로 판단하였다.

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A Study on the Comparison of HPGe Detector Response Data for Low Energy Photons Using MCNP, EGS, and ITS Codes (MCNP, EGS, ITS코드를 이용한 고순도 게르마늄 검출기의 저에너지 광자에 대한 반응 비교연구)

  • Kim, Soon-Young;Kim, Jong-Kyung;Kim, Jong-Oh;Kim, Bong-Hwan
    • Journal of Radiation Protection and Research
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    • v.21 no.2
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    • pp.125-129
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    • 1996
  • The energy response of HPGe detector for low energy Photons was determined by using three Monte Carlo codes. MCNP4A. EGS4, and CYLTRAN in ITS3. In this study. bare HPGe detector$(100 mm^2{\times}10mm)$ was used and a pencil beam was incident perpendicularly on the center of the detector surface. The photopeak efficiency, $K_{\alpha}$ and $K_{\beta}$ escape fractions were calculated as a function of incident X-ray energies ranging from 12 to 60 keV in 2-keV increments. Since the Compton. elastic. ana penetration fraction were negligible in this energy range. they were ignored in the calculation. Although MCNP. EGS, and CYLTRAN codes calculated slightly different energy response of HPGe detector for low energy Photons, it appears that the three Monte Carlo codes can Predict the low energy Photon scattering Processes accurately. The MCNP results, which are generally known as to be less accurate at low energy ranges than the EGS and ITS results. are comparable to the results of EGS and ITS and are applicable to the calculation of the low energy response data of a detector.

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An Experimental Study on the Effect of Low Fin Tube Geometry on Pool Boiling of a LiBr Solution (낮은 핀관의 형상이 LiBr 수용액의 풀 비등에 미치는 영향에 대한 실험적 연구)

  • Kim, Nae-Hyun
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.39 no.7
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    • pp.591-598
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    • 2015
  • Pool boiling heat transfer coefficients of a LiBr solution were obtained for seven low fin tubes having different fin pitch and fin height. The test range covered saturation pressure from 7.38kPa to 101.3kPa, heat flux from $20kW/m^2$ to $40 kW/m^2$ and LiBr concentration from 0% to 50%. The optimum fin geometry for the present experimental range turned out to be 26 fpi with 0.18 mm fin height.The advantage of added heat transfer area and the disadvantage of slower bubble growth and departure appear to have yielded an optimum fin pitch. The heat transfer coefficient decreased as saturation pressure decreased and Libr concentration increased. The reason may be attributed to the low saturation pressure, which increased the bubble departure diameter and decreased the bubble departure frequency. As the LiBr concenreation increased, the saturation temperature increased and the mass diffusion rate decreased, which resulted in a reduced heat transfer coefficient. The heat transfer coefficients of the low fin tube were greater than those of the smooth tube. Correlations were developed based on the present data.

Effects of Transmittance of Diffusive Blur on Visual Acuity and Contrast Sensitivity (확산적 흐림의 투과율이 시력과 대비감도에 미치는 영향)

  • Yang, Seok-Jun;Choi, Eun Jung
    • Journal of Korean Ophthalmic Optics Society
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    • v.20 no.3
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    • pp.355-362
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    • 2015
  • Purpose: To investigate the effects of the transmittance of diffusive blurson visual acuity and contrast sensitivity. Methods: Visual acuity and contrast sensitivity were measured by using Optec$^{(R)}$ 6500 in Healthy 30 subjects aged $22.83{\pm}0.50$ (male 13, female 17) who were recruited from university students. Cataract simulator was used as a tool for diffusive blur. Visual acuity and contrast sensitivity were measured with varying the transmittance of diffusive blur in order to simulate progression of cataract and concentration in fog. Results: Visual acuity was reduced proportionally with decreasing the transmittance of the diffusive blur as follows: $VA(T)=1.84{\times}10^{-2}T-0.645$. Contrast sensitivity was decreased in all spatial frequencies. Contrast sensitivity in a high spatial frequency band was a greater effect and was off the normal range of contrast sensitivity. The peak of contrast sensitivity was moved in the direction to low frequency. From an intersection point of contrast sensitivity function, we could calculated the transmittance of the diffusive blur being off the normal range and the shift to peak spatial frequency. The peak of contrast sensitivity function was observed to move from 6 to 3 cpd at transmittance of about 78.70%, the contrast sensitivities for all frequencies at transmittance of about 69.71% were deviated from the normal range. Conclusions: The transmittance of diffusive blur causes a reduction in visual acuity and contrast sensitivity, a deviation of normal range of contrast sensitivity, and a shift of peak contrast sensitivity. Therefore the more attention is required when suffering from cataracts or driving in fog.

Management Guidelines on the Large Old Trees as the Natural Monuments in Seoul, Incheon, and Gyeonggi Province through the Analysis of the Growing Environment (생육환경 분석을 통한 서울·인천·경기지역 천연기념물 노거수의 관리방안)

  • Lee, Seung Je
    • Korean Journal of Heritage: History & Science
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    • v.42 no.1
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    • pp.88-99
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    • 2009
  • This study was conducted to formulate management guidelines for Natural monumental old trees in Korea through survey of tree vigor and analysis of growing environments. A total of 20 old trees designated as natural monuments in Seoul, Incheon, and Gyeonggi Province were surveyed. The biological characteristics were surveyed with 4 items of species, ages and height of trees. The surrounding environments were surveyed with 2 items of location types and surroundings. The root conditions were surveyed with 2 items of denudation and molding depth. The health conditions were surveyed with 5 items of withering rate, cavity size, bark breakaway rate, damages by blight and insects, and growing tips. The soil conditions were surveyed with 6 items of PH, organic contents, valid phosphoric acid, transposal cations(K, Ca) and soil compaction. On the basis of outcomes of these research items, mutual relations among locations, growings and soil conditions of old trees were analyzed by carring out cross tabulation, correlation, and simple and multiple regression. Management guidelines were presented searching the factors effecting on the health of the monumental old trees. On the biological characteristics, the old trees designated as natural monuments were Pinus bungeana(4 trees), Juniperus chinensis(3 trees), Ginkgo biloba(3 trees), Poncirus trifoliata(2 trees). Actinidia arguta, Wisteria floribunda, Thuja orientalis, Quercus mongolica, Sophora japonica, Fraxinus rhynchophylla, Zelkova serrata, and Pinus densiflora. The tree height ranged from 4.2 to 39.2m, and root collar rounds ranged from 1.01 to 15.2m. On the surrounding environments, The location types ; Gardens(4), historical sites(5), residental sections(3) open agricultural fields(3), mountain hills(3), and near ocean beaches(1) and stream site(1). The surroundings ; 75% denudation of roots, molded more than 10cm except 4 trees(25%). On the health conditions, 1)Withering rate ; Ginkgo biloba(20%) in Yongmoon temple, (5%) in Saki-ri, kanwha-gun, and others had no withering rate. 2) Cavity size ; all subject had $5{\sim}100cm^3$ of cavity. 3) Bark breakaway rate ; Pinus bungeana in Soosong-dong, in the shrine of Confucius, in Samchung-dong, especially high rate of cavity(5~50%) in Seoul area and in Saki-ri, Kangwha-gun were high 45% brakeaway rate. 4) Damages by blight and insects was slight due to managements. 5Growing tips ; In cases of Juniperus chinensis in Changdeok palace and SunnogDang, seoul, growing tips were 1/2, presumably cause by air pollution, and in cases of Fraxinus rhynchophylla in Paju city and Pinus densiflora in BacksaDorip-ri, Icheon city, growing tips were fine, presumably because there were no moldings. On the Soil conditions, Soil pH ranged from 5.2 to 8.3, organic matter contents from 12% to 56%, phosphorus contents from 104 to 618ppm, soil compaction ranged from 7 to 28mm( among them, Denudation was severe with 21~28mm soil compactions in cases of Pinus bungeana in Soosong -dong, Thuja orientalis in Samchung -dong, Ginkgo biloba in the shrine of Confucius and in Yongmoon temple.) Results of cross tabulation, correlation, and regression analysis showed that molding depth was the most serious factor to deteriorate the tree vigor and cambium conductivity. In addition, soil acidity, organic matter contents, disease and insect damages and cambial detachment were also related to the tree vigor. Additional research of these relationships will be needed to conduct more detailed studies. Based on the relationships between the tree vigor and growing environments, it is considered that old trees should be managed to give them more growing spaces and less abuses. Also, molded soils should be removed and further soil-molding around the tree collar should be prohibited. For the construction of systematic management and removal of harmful factors, appropriative management according to spices, persistent monitering of damaged cases and construction of management system through the accumulation of data on the relationships of soil conditions are required.

The Norwood Operation in Infants with Complex Congenital Heart Disease (복잡 선천성 심기형 환자에서의 Norwood 술식)

  • 박정준;김용진
    • Journal of Chest Surgery
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    • v.30 no.3
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    • pp.263-269
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    • 1997
  • From April 1987 to May 1996, 13 infants underwent a Norwood operation for complex congenital heart diseases including hypoplastic left heart syndrome (n : 7), mitral stenosis with small VSD and subaortic stenosis (n : 1), mitral atresia with ventricular septal defect, coarctation of aorta, and subaortic stenosis (n = 1), interrupted aortic arch with ventricular septal defect and subaortic stenosis (n : 1), tricuspid atresia with transposition of the great arteries (n = 1), and complex double-inlet left ventricle (n : 2). All patients without hypoplastic left heart syndrome were associated wit hypoplasia of ascending aorta and arch. Age at operation ranged from 3 days to 8.7 months (mean 60.6 $\pm$ 71.6 days, median 39 days). The operative mortality( < 30 days) was 46% (6 patients). Late mortality was 15% (2 patients). All operative deaths occured during the Erst 24 hours after the operation as a result of cardiopulmonary bypass weaning failure (5 patients) and sudden hemodynamic instability postoperatively (1 patient). Late death was due to aspiration pneumonia in two cases. There are 5 long-term survivals (39%). Three of them have undergone a two-stage repair with a modified Fontan operation in two and total cavopulmonary shunt in one at 12, 17, 4.5 months after Norwood procedure with no mortality. Two patients have entered a three-stage repair strategy by undergoing a bidirectional cavopulmonary shunt at 3 and 5.5 months after initial operation with 1 operative death. The actuarial survival rate for all patients at the first-stage operation, including hospital deaths and ate death was 30.8% at 1 year. In conclusion, the operative mortality of Norwood operation was relatively high compared to other operation for major cardiac anomalies, continuing experience will lead to an improvement in result.

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Improvement of A Rice Seed Pelleting Machine for Direct Seeding in Rice Cultivation (직파용 벼 펠렛종자 제조장치 성능 개선 연구)

  • 유대성;유수남;최영수
    • Proceedings of the Korean Society for Agricultural Machinery Conference
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    • 2002.02a
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    • pp.35-41
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    • 2002
  • 본 연구는 기존 벼 펠렛종자 제조장치의 제조성능 및 제조 벼 펠렛종자 품질향상을 위하여 펠렛재료 공급부, 성형부, 펠렛종자 배출부를 개선 설계 제작하여 그 성능과 제조 벼 펠렛종자 특성을 구명함으로써 직파용 벼 펠렛종자 대량생산을 위한 제조장치 개발의 기초 자료를 얻고자 수행하였으며 그 주요 결과를 요약하면 다음과 같다. 펠렛재료의 일정한 공급과 펠렛재료가 성형 홈으로부터의 이탈하는 것을 줄이고, 펠렛종자의 완전한 배출이 가능하도록 한 벼 펠렛종자 제조장치를 설계·제작하였으며, 벼 펠렛종자 제조장치를 상토 종자혼합비, 성형롤의 회전속도에 따라 실험한 결과 벼 펠렛종자 제조 능력은 성능 개선 전의 펠렛종자 제조장치에 비하언 약 1.7배 향상된 제조능력을 보였으며, 성형률은 최대 약 89 %로 나타나 개선 전의 71%에 비해 18 %정도 성형률이 향상되었다. 그러나, 벼 종자손실률은 약 24% ∼ 49%로 거의 비슷한 수준인 것으로 나타났다. 제조된 벼 펠렛종자의 특성을 분석한 결과 펠렛종자의 구형률은 99.1%로 거의 구형으로 제조됨을 알 수 있었으며, 무게는 제조 직후에는 약 1.70 g, 완전 건조 후에는 1.31 g으로 나타났고, 직경은 약 12.03 mm에서 건조 후 11.53 mm로 축소되었다. 개선 전에 비해 직경과 무게가 약간씩 증가한 것으로 나타났다. 이러한 결과는 재선된 제조장치에서 펠렛재료가 성형롤의 성형 홈에 압축 공급되고, 펠렛재료의 손실도 적었기 때문으로 판단된다. 제조된 한 개의 벼 펠렛종자 내에 포함된 완전 벼 종자의 개수는 상토 종자혼합비가 커질수록 성형롤의 회전속도가 낮을수록 많아지는 것으로 분석되었으며, 모두 펠렛종자 당 평균 약 3 개 이상의 완전 벼 종자를 포함하고 있는 것으로 나타났다. 개선 전에 비하여 펠렛종자 내에 포함된 평균 완전 종자수도 증가하였으며, 3개 이상 완전 종자를 포함한 펠렛종자의 비율도 증가하여 유압에 의한 펠렛재료 공급과 성형롤의 개선효과가 있었던 것으로 보인다. 음지 건조 후 벼 펠렛종자의 압축강도는 약 132 N ∼ 152 N으로 조사되었으며, 개선전에 비하면, 약 30 %가 증가한 것으로 나타났다. 출아율 실험 결과 상토 종자혼합비 6 : 1, 성형롤 회전속도 7 rpm에서 건답직파는 100%, 답수직파는 97 %의 출아율을 보여 만족할 만한 결과를 얻었으나, 그 외의 경우는 거의 90 % 이하의 출아율을 보여 출아율을 높이기 위한 방안이 필요한 것으로 보인다. 본 연구의 벼 펠렛종자 제조장치의 적정운전 조건은 제조된 벼 펠렛종자의 특성과 출아율을 고려해 볼 때 상토 종자혼합비 6 : 1, 성형롤 회전속도 약 7 rpm으로 판단되며, 이 때 제조능력은 시간당 약 65 Kg(펠렛종자 약 39,000 개), 성형률 약 87 %, 종자손실률은 약 30 %, 펠렛종자 내 평균 종자수는 약 5.5 개, 완전 벼 종자 3개 이상 포함 펠렛종자 비율은 약 100 %가 될 것으로 보인다.

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The Study on the Wear Corrosion Behavior of Induction Hardening High Strength Cast Iron in the pH Environments (고주파 열처리한 강인주철재의 마멸부식거동에 관한 연구)

  • Park, Yun-Sik;Lim, Uh-Joh;Park, Dong-Gi
    • Journal of the Korean Institute of Gas
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    • v.12 no.4
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    • pp.52-57
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    • 2008
  • This paper studies on the wear corrosion behavior of induction hardening high strength cast iron in the acidic environments. In a variety of pH solutions, wear corrosion behavior of GC 300 with a variety of contact pressures was investigated, and corrosion wear behavior after immersion test was considered. Also, electrochemical polarization test for GC 300 was carried out in various pH solutions. The main results are as following: In the strong acidic environment, wear corrosion rate of GC 300 appears highly and in the neutral environment is stable. Also, graphitic corrosion in the strong acidic environment occurs. The corrosion current density of GC 300 becomes high in a order of pH 1 > pH 2 > pH 4 > pH 6.5.

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The charge injection characteristics of nonvolatile MNOS memory devices (비휘발성 MNOS기억소자의 전하주입특성)

  • 이형옥;서광열
    • Electrical & Electronic Materials
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    • v.6 no.2
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    • pp.152-160
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    • 1993
  • MNOS 구조에서 23.angs.의 얇은 산화막을 성장한 후 LPCVD방법으로 S $i_{3}$ $N_{4}$막을 각각 530.angs., 1000.angs. 두께로 달리 증착했을때 비휘발성 기억동작에 미치는 전하주입 및 기억유지 특성을 자동 .DELTA. $V_{FB}$ 측정 시스템을 제작하여 측정하였다. 전하주입 측정은 펄스전압 인가전의 초기 플랫밴드전압 0V.+-.10mV, 펄스폭 100ms 이내로 설정하고 단일 펄스전압을 인가하였다. 기억유지특성은 기억트랩에 전하를 포획시킨 직후 $V_{FB}$ 유지와 0V로 유지한 상태에서 $10^{4}$sec까지 측정하였다. 본 논문에서 유도된 산화막 전계에 대한 터넬확률을 적용한 전하주입 이론식은 실험결과와 잘 일치하였으며 본 해석방법으로 직접기억트랩밀도와 이탈진도수를 동시에 평가할 수 있었다. 기억트랩의 포획전하는 실리콘쪽으로의 역 터넬링으로 인한 조기감쇠가 컸으며 $V_{FB}$ 유지인 상태가 초기 감쇠율이 0V로 유지한 경우 보다 낮았다. 그리고 기억유지특성은 S $i_{3}$ $N_{4}$막의 두께보다 기억트랩밀도의 의존성이 크며 S $i_{3}$ $N_{4}$막두께의 축소로 기록전압을 저전압화시킬 수 있음을 알 수 있었다.

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Incidence of Soil-Borne Diseases in Apple Orchards in Korea (우리나라 사과 과수원의 토양 병해 발생 현황)

  • 이상범;정봉구;장한익;김기홍;최용문
    • Korean Journal Plant Pathology
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    • v.11 no.2
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    • pp.132-138
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    • 1995
  • 우리나라 사과원에서의 토양병 발생현황과 발생실태를 1991년부터 1993년까지 3년간 조사한 결과, 전체 조사주수의 약 8.1%가 각종의 토양 병원균에 감염되어 있는 것으로 나타났다. 토양병 중 자주날개 무늬병의 발생빈도가 5.1%로 가장 높게 조사되었으며, 흰날개무늬병과 역병의 이병주율은 각각 2.5%와 0.2%로 조사되었다. 자주날개무늬병에 감염된 나무에서는 잎의 황화 및 조기낙엽, 신초생장 억제, 과실 생육 불량 등의 지상부 병징이 관찰되었고, 지하부 뿌리 표면에는 적자색 실모양의 균사나 균사속이 관찰되었다. 감염된 뿌리의 표피는 쉽게 벗겨지고 목질부로부터 잘 이탈되는 특징이 있었다. 흰날개무늬병균에 감염된 나무의 뿌리는 흰색의 균사 혹은 균사막으로 싸여 있으며 이 균사막은 시간이 경과하면 회색 내지 흑색으로 착색되었다. 굵은 뿌리의 표피를 제거하면 목질부에 백색 부채모양의 균사막과 실모양의 균사속을 확인할 수 있었다. 이 병원균은 목질부까지 부패시키므로 병의 증세가 심하게 나타났다. 자주날개무늬병은 새로 개원한 10년 이하의 과원에서 발생이 많았다. 자주날개무늬병은 왜화도가 높은 대목에서 발병율이 높았으나 흰날개무늬병은 대목의 종류에 관계없이 발명되었다. 자주날개무늬병은 식양토 과원에서 발생이 많았으며 흰날개무늬병은 사양토 과원에서 발생이 많았다.

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