• Title/Summary/Keyword: 효율 성

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Use of Unmanned Aerial Vehicle Imagery and Deep Learning UNet to Classification Upland Crop in Small Scale Agricultural Land (무인항공기와 딥러닝(UNet)을 이용한 소규모 농지의 밭작물 분류)

  • Choi, Seokkeun;Lee, Soungki;Kang, Yeonbin;Choi, Do Yeon;Choi, Juweon
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.38 no.6
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    • pp.671-679
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    • 2020
  • In order to increase the food self-sufficiency rate, monitoring and analysis of crop conditions in the cultivated area is important, and the existing measurement methods in which agricultural personnel perform measurement and sampling analysis in the field are time-consuming and labor-intensive for this reason inefficient. In order to overcome this limitation, it is necessary to develop an efficient method for monitoring crop information in a small area where many exist. In this study, RGB images acquired from unmanned aerial vehicles and vegetation index calculated using RGB image were applied as deep learning input data to classify complex upland crops in small farmland. As a result of each input data classification, the classification using RGB images showed an overall accuracy of 80.23% and a Kappa coefficient of 0.65, In the case of using the RGB image and vegetation index, the additional data of 3 vegetation indices (ExG, ExR, VDVI) were total accuracy 89.51%, Kappa coefficient was 0.80, and 6 vegetation indices (ExG, ExR, VDVI, RGRI, NRGDI, ExGR) showed 90.35% and Kappa coefficient of 0.82. As a result, the accuracy of the data to which the vegetation index was added was relatively high compared to the method using only RGB images, and the data to which the vegetation index was added showed a significant improvement in accuracy in classifying complex crops.

A Study on the optimized Performance Designing of the Window of the Apartment based on the Annual Energy Demand Analysis according to the Azimuth Angle applying the Solar Heat Gain Coefficient of the Window (창호에 SHGC를 반영한 공동주택의 방위각별 에너지 효율성 평가를 통한 합리적인 창호 계획 방안 연구)

  • Lee, Jang-bum
    • Journal of the Architectural Institute of Korea Planning & Design
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    • v.35 no.11
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    • pp.25-34
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    • 2019
  • It is important to design windows in a reasonable way considering the performance characteristics of the elements of the window rather than just to increase the thermal energy performance of the window. In this study, the Heat-transfer Coefficient as insulation performance of the windows and together with the grade of the glass's SHGC (Solar Heat Gain Coefficient) were analyzed to relate to the energy efficiency performance of the building by azimuth angle. Based on this basic study, the Heat-transfer Coefficient of windows and the SHGC rating of glass were applied to the unit plan of apartment building, and the Heating and Cooling Demand were analyzed by azimuth angle. Apartment plan types were divided into 2 types of Non-extension and extension of balcony. The designPH analysis data derived from the variant of the Heat-transfer Coefficient and SHGC, were put into PHPP(Passive House Planning Package) to analyze precisely the energy efficiency(Heating and Cooling Demands) of the building by azimuth angle. In addition, assuming the 'ㅁ' shape layout, energy efficiency performance and potential of PV Panel installation also were analyzed by floors and azimuth angle, reflecting the shading effects by surrounding buildings. As the results of the study, the effect of Heat Gain by SHGC was greater than Heat Loss due to the Heat-transfer Coefficient. So it is more effective to increase SHGC to satisfy the same Heating Demand, and increasing SHGC made possible to design windows with low Heat-transfer Coefficient. It was also revealed that the difference in annual Heating and Cooling Demands between the low, mid and high floor households is significantly high. In addition to it, the installation of PV Panel in the form of a shading canopy over the window reduces the Cooling Load while at the same time producing electricity, and also confirmed that absolute thermal energy efficiency could not be maximized without controlling the thermal bridge and ventilation problems as important heat loss factors.

A Study on the Role of the College to Foster Student Entrepreneurship Contents - Focused on the case of Y College of Dept. Fashion Indestry (학생 창업콘텐츠 육성을 위한 전문대학교의 역할 - Y전문대학교 패션산업과 사례를 중심으로)

  • Lee, Ji-Yeon;Kim, Jang-Hyeon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.3
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    • pp.697-706
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    • 2021
  • The purpose of this study is to find out whether the many start-up support programs provided by a college can actually help students start a business, and to discuss what role colleges should have as facilitators of student entrepreneurship. To this end, a qualitative study was conducted with seven students who wished to start a business by utilizing start-up education and support programs provided by College Y. As a result of the study, the participants first mentioned parallel and administrative inefficiency in entrepreneurship and the entrepreneurship programs. Second, the implications for the role of colleges in fostering start-up content are systematic planning and guidance for start-up programs operated by the college, concise administrative procedures, mentoring in various start-up items, and securing a test market. It can be said that the concept of a common office in which students can work together is necessary. The study is significant in that it can help to establish a start-up support plan by suggesting what role colleges should play in relation to entrepreneurship, but its limitation is that its scope includes only one specific major.

Effects of the aquatic exercise program on diabetes self efficacy and self care behaviors in diabetic patients in community (수중운동 프로그램이 지역사회 당뇨병 환자의 자기효능감과 자가간호행위에 미치는 효과)

  • Park, Ju Ah
    • Journal of the Korea Convergence Society
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    • v.12 no.3
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    • pp.389-399
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    • 2021
  • This study is the quasi-experimental research of nonequivalent groups and is designed to investigate the effects of an aquatic exercise program with diabetes self management education on the self care efficacy, self care behaviors in diabetic patients in community. The subjects of this study were 26 patients in the experimental group who participated in the aquatic exercise program and 25 patients in the control group who did not paricipated in. And they were registered at the W Health Clinic in D city. The aquatic exercise program was conducted twice a week for 80 minutes, and consisted of a 30 minutes diabetes self management education and a 50 minutes aquatic exercise. After this program, there were significant differences in FBS(p=.047), HbA1c(p<.001), diabetes self efficacy(p<.001), and self care behaviors(p<.001). In order to reduce the prevalence of diabetes and prevent complications in the community, it is believed that the constant operation of aquatic exercise programs including self management education is necessary.

Geochemical Modeling on Water-caprock-gas Interactions within a CO2 Injected in the Yeongil Group, Pohang Basin, Korea (포항분지 영일층군 내 이산화탄소 주입에 의한 물-덮개암-가스 반응에 대한 지화학적 모델링)

  • Kim, Seon-ok;Wang, Sookyun;Lee, Minhee
    • Economic and Environmental Geology
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    • v.54 no.1
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    • pp.69-76
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    • 2021
  • This study is to identify the mineralogical properties of caprock samples from drilling cores of the Pohang basin, which is the research area for the demonstration-scale CO2 storage project in Korea. The interaction of water-rock-gas that can occur due to CO2 injection was identified using geochemical modeling. Results of mineralogical studies, together with petrographic data of caprock and data on the physicochemical parameters of pore water were used for geochemical modeling. Modelling was carried out using the The Geochemist's Workbench 14.0.1 geochemical simulator. Two steps of modeling enabled prediction of immediate changes in the caprocks impacted by the first stage of CO2 injection and the assessment of long-term effects of sequestration. Results of minerlaogical analysis showed that the caprock samples are mainly composed of quartz, K-feldspar, plagioclase and a small amount of pyrite, calcite, kaolinite and montmollonite. After the injection of carbon dioxide, the porosity of the caprock increased due to the dissolution of calcite, and dawsonite and chalcedony were precipitated as a result of the dissolution of albite and k-feldspar. In the second step after the injection was completed, the precipitation of dawsonite and chalcedony occurred as a result of dissolution of calcite and albite, and the pH was increased due to this reaction. Results of these studies are expected to be used as data to quantitatively evaluate the efficiency of mineral trapping capture in long-term storage of carbon dioxide.

A Study on Combustion Characteristics for Dry Food Waste (음식폐기물의 고형연료화를 위한 연소특성 연구)

  • Sang, Byoungchan;Lee, Seungjeong;Lee, Doyeon;Ohm, Taein
    • Journal of the Korea Organic Resources Recycling Association
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    • v.30 no.4
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    • pp.101-108
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    • 2022
  • This study analyzed the physicochemical properties and combustion characteristics of dry food waste to evaluate the possibility of using food waste as a solid refuse fuel (SRF). The characteristics of dry food waste as a fuel were analyzed by comparing the difference in properties with SRF, and the combustion characteristics after conversion into fuel were identified. Ultimate analysis, proximate analysis, calorific value analysis, and TGA analysis were conducted using two types of food waste and two types of SRF, and the following results were obtained. The moisture content and ash content of dry food waste were 1.7~10.0 wt.% and 7.8~11.7 wt.%, respectively, which satisfied the quality standards for SRF. The low calorific value of dry food waste was 4,000 ~ 4,720 kcal/kg, which was higher than the quality standard of 3,500 kcal/kg for SRF. As a result of TGA analysis of dry food waste, the combustion reaction started at about 200 ℃ and the highest burning rate was at about 500 ℃. After moisture evaporation between 100 and 200 ℃, initial volatile matter, carbon and residual volatile matter were released and burned between 200 and 500 ℃. Based on the high calorific value and low moisture and ash content of dry food waste, it is considered that it is possible to convert dry food waste into SRF through the application of efficient drying technology and strict quality standard inspection in the future.

Multi-objective Optimization Model for Tower Crane Layout Planning in Modular Construction (모듈러 건축의 타워크레인 배치계획 수립을 위한 다중 최적화 모델 개발)

  • Yoon, Sungboo;Park, Moonseo;Jung, Minhyuk;Hyun, Hosang;Ahn, Suho
    • Korean Journal of Construction Engineering and Management
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    • v.22 no.1
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    • pp.36-46
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    • 2021
  • With an increasing trend toward high-rise modular construction, the simultaneous use of tower cranes at a modular construction site has recently been observed. Tower crane layout planning (TCLP) has a significant effect on cost, duration, safety and productivity of a project. In a modular construction project, particularly, poor decision about the layout of tower cranes is likely to have negative effects like additional employment of cranes and redesign, which will lead to additional costs and possible delays. It is, therefore, crucial to conduct thorough inspection of field conditions, lifting materials, tower crane capacity to make decisions on the layout of tower cranes. However, several challenges exist in planning for a multi-crane construction site in terms of safety and collaboration, which makes planning with experience and intuition complicated. This paper suggests a multi-objective optimization model for selection of the number of tower cranes, their models and locations, which minimizes cost and conflict. The proposed model contributes to the body of knowledge by showing the feasibility of using multi-objective optimization for TCLP decision-making process with consideration of trade-offs between cost and conflict.

Sawdust Substitution in Growth Medium of Oyster Mushroom for Using Its By-product Spent Mushroom Substrates as Ruminant Feed (수확 후 배지의 가축 사료화를 위한 느타리 생육배지 톱밥 대체재료 선발 연구)

  • Kim, Jeong-Han;Jang, Myoung-Jun
    • The Korean Journal of Mycology
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    • v.48 no.4
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    • pp.407-414
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    • 2020
  • To replace the sawdust in the growth medium of oyster mushroom to utilize its by-product spent mushroom substrates (SMS) as feed for ruminant, we performed cultivation test using cotton seed hull pellet (CSHP), corn stalk pellet (CSP), corncob (CC), and analyzed the feed chemical properties of those SMS. As a result of cultivation test, CC and CSHP treatment took 27 days for spawn run, 4 days for primordium formation, and 3 days for development fruiting bodies, resulting in a total cultivation period of 34 days. The yield per bottle was 134 g for CC treatment, similar to 130 g for control, while CSHP treatment (112 g) and CSP treatment (68 g) were lower than that of control. The highest biological efficiency (BE) was shown in CC treatment as 80.1%, which was 11.4% higher than 68.7% of control. The SMS of CC treatment had a relatively low content of neutral detergent fiber and acid detergent fiber, and in particular, lignin content was the lowest and crude protein content was the highest among other treatments. Therefore, CC as a substitute material for sawdust was capable of stable mushroom production and excellent nutritional value as a feed for its by-products.

A Study on the Impact of the Characteristics of the Disaster and Safety Management System of a Business on its Disaster and Safety Management Performance: Focusing on the Mediating Effect of the Disaster and Safety Management Competence (기업의 재난 및 안전관리체계 특징이 재난 및 안전관리 활동성과에 미치는 영향: 재난 및 안전관리 능력과 역량의 매개효과를 중심으로)

  • Choi, Wan-Gyu;Kim, Sang-Gil;Rhim, Jong-Kuk
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.6
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    • pp.215-225
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    • 2021
  • The purpose of this study was to empirically verify the correlation between the characteristics of safety officers and managers handling disaster and safety management, competence, and performance among disaster and safety work-level officers in medium-sized companies in South Korea. For this study, the researcher surveyed 509 disaster and safety management officers of various companies and analyzed the resultant data. The results of the analysis showed that, first, the characteristics of the safety officers handling the disaster and safety management systems had a significantly positive impact on performance. Second, the characteristics of the safety officers handling the disaster management systems had a significantly positive impact on competence. Third, the disaster and safety management competence of the safety officers had a significantly positive impact on performance. Fourth, in the relationship between the characteristics of the safety officers handling the disaster and safety management systems of businesses and their performance, the competence of the safety officers had a mediating effect.

A New Calibration of 3D Point Cloud using 3D Skeleton (3D 스켈레톤을 이용한 3D 포인트 클라우드의 캘리브레이션)

  • Park, Byung-Seo;Kang, Ji-Won;Lee, Sol;Park, Jung-Tak;Choi, Jang-Hwan;Kim, Dong-Wook;Seo, Young-Ho
    • Journal of Broadcast Engineering
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    • v.26 no.3
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    • pp.247-257
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    • 2021
  • This paper proposes a new technique for calibrating a multi-view RGB-D camera using a 3D (dimensional) skeleton. In order to calibrate a multi-view camera, consistent feature points are required. In addition, it is necessary to acquire accurate feature points in order to obtain a high-accuracy calibration result. We use the human skeleton as a feature point to calibrate a multi-view camera. The human skeleton can be easily obtained using state-of-the-art pose estimation algorithms. We propose an RGB-D-based calibration algorithm that uses the joint coordinates of the 3D skeleton obtained through the posture estimation algorithm as a feature point. Since the human body information captured by the multi-view camera may be incomplete, the skeleton predicted based on the image information acquired through it may be incomplete. After efficiently integrating a large number of incomplete skeletons into one skeleton, multi-view cameras can be calibrated by using the integrated skeleton to obtain a camera transformation matrix. In order to increase the accuracy of the calibration, multiple skeletons are used for optimization through temporal iterations. We demonstrate through experiments that a multi-view camera can be calibrated using a large number of incomplete skeletons.