• 한국기후변화학회지
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• 제3권4호
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• pp.245-257
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• 2012

기후변화로 인한 피해를 방지하고 적응대책을 수립하기 위해 취약성 평가가 장려되고 있다. 본 연구에서는 강원도 지역을 대상으로 고해상도 공간자료를 이용한 취약성 평가를 실시하고, 부문별 우선순위 선정방법을 제시하여 적응정책 수립에서 활용 가능성을 알아보았다. 이를 위해 각 부문별로 민감도, 노출, 적응능력 규준을 설정하고, 적합한 평가 지표를 선정한 뒤 GIS를 이용하여 지표별 공간자료를 구축하였다. 이후 시군구별 현재와 미래 취약성 결과를 도출한 뒤 부문별 우선순위를 선정하였다. 현재의 기후변화 취약 정도에 따라 구간을 나눈 뒤 미래의 취약성 증감 정도를 반영하여 부문별로 우선 순위를 등급화 하였다. 그 결과, 취약성은 지역별로 사용된 지표에 따라 상이하게 나타났으나, 전반적으로 미래의 취약성이 증가하고 취약지역이 확대되는 것으로 나타났다. 일반적으로 기온의 증가는 모든 부문의 취약성을 증가시키는 것으로 드러났다. 부문별 우선순위 선정 결과, 시군별로 적응정책 수립시 우선적으로 고려해야할 부문을 확인할 수 있었다. 또한, 지리와 기후 및 사회적 특성이 비슷한 시군구는 동일한 등급으로 분류되는 경향을 볼 수 있었다. 본 연구에서 제시한 취약성 평가와 부문별 우선순위 선정 방안은 향후 기초지자체의 기후변화 세부시행계획 수립 시 활용될 수 있을 것으로 기대된다.

• 지능정보연구
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• 제27권1호
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• pp.177-190
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• 2021

4차 산업혁명 기술의 발전으로 사람이 처리하지 못하는 부분을 기계학습 등 인공지능 기법을 활용하여 개선해 보려는 노력이 확대되고 있다. 주문형 생산 기업에서도 주문에 대한 총생산시간을 예측하여 납기 지연 등의 기업 리스크를 줄이고자 하나 주문마다 총생산시간이 모두 달라 이를 예측하는데, 어려움을 겪고 있다. 주문 처리량 증대, 주문 총비용 절감을 위해 효율성이 가장 낮은 영역을 찾아 그 영역을 강화하는 TOC(Theory of constraints) 이론이 개발되었으나 총생산시간 예측은 제시하지 못하였다. 주문생산은 고객의 다양한 요구로 인해 주문마다 그 특성이 모두 다르므로 개별적인 주문의 총생산시간을 사후에 측정할 수는 있으나 사전 예측을 하기는 어렵다. 기존 주문의 이미 측정된 총생산시간도 모두 달라 표준 시간으로 활용할 수 없는 한계성이 있다. 이에 따라 경험이 많은 관리자는 시스템의 이용보다는 감에 의존하고 있고, 경험이 부족한 관리자는 간단한 관리지표(예, 원재료가 파이프이면 총생산시간 60일, 철판이면 총생산시간 90일 등)를 사용하고 있다. 불완전한 감이나 지표를 기초로 하여 작업 지시를 너무 빨리하면 정체가 발생하여 생산성이 저하되고, 너무 늦게 하면 긴급 처리로 인해 생산비용이 증가하거나 납기를 지키지 못하는 경우가 발생한다. 납기를 지키지 못하면 지체상금을 배상해야 하거나 영업, 수금 등의 부문에 악영향을 미친다. 본 연구에서는 이러한 문제를 해결하기 위하여 주문생산시스템을 운영하는 기업의 신규 주문 총생산시간을 추정하는 기계학습 모델을 찾고자 한다. 기계학습에 활용된 자료는 수주, 생산, 공정 실적을 사용한다. 그리고 총생산시간의 추정에 가장 적합한 알고리즘으로 OLS, GLM Gamma, Extra Trees, Random Forest 알고리즘 등을 비교 분석하고 그 결과를 제시하고자 한다.

• 대한치과교정학회지
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• 제27권5호
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• pp.853-864
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• 1997

성장의 잠재력에 대한 평가는 개체의 성숙도를 나타내는 여러 생리학적 지표(physiologic indicators)들에 의해 이루어지며 그 중 골성숙도(skeletal maturity)는 성적성숙도(serual maturity)와 신장의 성장변화와 밀접 한 관계가 있는 것으로 알려져 있으나, 치아발육과의 상관관계에 대해선 논란이 많은 실정이다. 그러나, 최근의 연구에 의하면 하악 견치를 포함한 일부 치아의 발육이 골성숙도와 밀접한 관련이 있는 것으로 보고된 바 있다. 이에, 본 연구에서는 7세에서 15세까지의 한국인 남, 녀 아동 387명 의 수완부 방사선 사진과 파노라마 사진을 이용하여 Fishman 방법과 Greulich와 Pyle 방법에 의해 골성숙도를 평가하였으며 변형된 Demirjiran방법에 의해 치아의 성숙도를 평가하여, 수완부 방사선 사진의 도움 없이 골성숙도를 추정할수 있는 방법을 구하고자 다중회귀모형을 이용한 수완부 골성숙도의 추정에 관한 연구를 시행하였으며 다음과 같은 결론을 얻었다. 1. 골성숙 지수의 추징을 위한 아래의 다중회귀모형은 84%의 설명력을 나타내며 연대연령, 성별, 하악 견치의 회귀계수는 통계학적 유의성을 보였다. 골성숙 지수 = 0.60x연대연령 - 1.67x성별 + 0.88x하악 견치 - 0.05x하악 제2대구치 - 10.3 2. 골연령의 추정을 위한 아래의 다중회귀모형은 87%의 설명력을 나타내며 연대연령, 성별, 하악 견치의 회귀계수는 통계학적 유의성을 보였다. 골연령 = 0.75x연대연령 - 0.55x성별 + 0.71x하악 견치 + 0.09x하악 제2대구치 - 5.77 (성별: 남자=1, 여자=0., 하악 견치, 제2대구치 : 각 발육단계별 평균연령)

• 정보처리학회논문지B
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• 제16B권5호
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• pp.341-346
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• 2009

모션 데이터 글러브는 손의 움직임을 측정하여 컴퓨터에 입력하는 대표적인 인간과 컴퓨터간의 인터페이스 도구로서, 홈 오토에이션, 가상 현실, biometrics, 모션 캡쳐 등의 컴퓨터 신기술에 사용되는 필수 장비이다. 본 논문에서는 대중화를 위하여, 별도의 특수 장비 없이 사용 가능한 저가형 비주얼 모션 데이터 글러브를 개발하고자 한다. 본 방식의 특징은 기존의 모션 데이터 글러브에 사용되었던, 고가의 모션 센싱 섬유를 사용하지 않음으로써, 저가형으로 개발이 가능하다는 것이다. 따라서 제작이 용이하고 대중화에 크게 기여할 수 있다는 장점을 가진다. 본 방식에서는 모션 센싱 섬유를 사용하는 기계적인 방식대신 광학적 모션 캡쳐 기술을 개량한 비주얼 방식을 채택한다. 기존의 비주얼 방식에 비해 본 방식은 다음과 같은 장점과 독창성을 가진다. 첫째, 기존의 비주얼 방식은 가려짐 현상을 제거하고 3차원 자세 복원을 위해 많은 수의 카메라와 장비를 사용하는 데 비해, 본 방식은 모노비전 방식을 채택하여 장비가 간소하고 저가형 개발이 가능하다. 둘째, 기존의 모노비전방삭은 가려짐 현상에 취약하여 영상에서 가려진 부분은 3차원 자세 복원이 어려웠다. 하지만 본 논문은 독창적으로 설계된 막대 모양의 지시자를 사용하여, 영상에서 가려진 부분도 3차원 자세 복원이 가능하다. 셋째, 기존의 모노 비전 방식은 비선형 수치해석 형태의 영상 해석 알고리즘을 사용하는 경우가 많아서 초기화나 계산시간 면에서 불편하였다. 하지만, 본 논문에서는 독창적인 공식화 방법을 사용하여 닫힌 형태의 영상해석 알고리즘을 도출함으로써 이와 같은 불편을 개선하였다. 넷째, 기존의 닫힌 형태의 알고리즘은 공식화 과정에서 근사화 방법을 도입하는 경우가 많아서 정확도가 떨어지고 특이점에 의한 응용분야에 제한이 있었다. 하지만 본 방식은 오일러 각과 같은 국부적인 매개화나 근사화 등을 사용하는 대신 지수형태의 트위스트좌표계를 사용하는 독창적인 공식화 방법을 사용하여, 공식화 단계에서의 근사화 방법 없이 닫힌 형태의 알고리즘을 도출함으로써 이 문제들을 개선하였다.

• 토지주택연구
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• 제10권4호
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• pp.41-50
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• 2019

This study was started to study the buffer zone of Daejeon metropolitan city in order to study the policy and environment for the suitability evaluation of the use of green buffer zone. The target of the study was selected as the buffer zone of western buffer, which is frequently used in the Daejeon Metropolitan City, and a preliminary index was selected to evaluate the suitability of the green buffer zone. AHP analysis was conducted to increase the reliability of the preliminary indicators and the weight was analyzed by questionnaires to experts and practitioners. In addition, based on the existing statistical data, we rebuilt the green buffer zone and investigated the current condition, and compared and analyzed the green buffer zone and the places where they did not. The results are as follow. First, unlike the statute interpretation that construction can not be done in buffered green spaces, green buffer zones have been utilized in various ways. However, the lack of advanced citizen consciousness of the residents, the responsibility of the responsible person, and the problem of the management office alone are causing problems. Second, according to the results of AHP questionnaire analysis, functional and stability among the appropriateness indexes of green buffer zone utilization were evaluated highly. Park accessibility and utilization potential also weighed somewhat, and it was judged that the epochal trend was more important in the use of green buffer zones. Third, analysis of the status of Western green buffer zones in Daejeon showed that the utilization rate was more than half. This suggests the necessity of judging the appropriateness of the application of the green buffer zone effectively due to the change of the perception of the green buffer zone of the residents. Fourth, as a result of comparing and analyzing the site where the site is used and the site where it is not, it is found that it is used within a range that does not greatly affect each index. However, as the stability has decreased, we have decided that the utilization method is most damaging to the green zone, and we should strive to improve the stability in future. Finally, the analysis of a red clay road and a red clay road sites decreased from Class I of stability to Grade II. However, the fall figure showed a difference between the 13 % drop rate of the target location and the 5% decline rate of utilization. The difference was analyzed as the difference of width of a red clay road. This can be regarded as one of the ways of damaging the green zone to the minimum extent, which is a great advantage in selecting the future utilization plan.

• International Journal of Computer Science & Network Security
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• 제21권3호
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• pp.235-244
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• 2021

The change of the development of transport and logistics systems occurs with the active change of technology and the advent of the era of Industry 4.0. It requires modernization of approaches to the development of transport and logistics systems at the macro and micro levels. The present study aims to identify perspective directions of development and evolution, find out the existing obstacles in the integration of technological solutions of transport and logistics systems at the macro and micro levels. This study is based on a quantitative and qualitative methodology for assessing the level of integration of technologies into transport and logistics systems to study the prospects for their development at the micro level. Macroeconomic indicators of transport and logistics in the context of different regions of the world were used to quantify the development prospects. For a qualitative assessment of the development of the transport and logistics system, the case study method was used. The object of the study was selected logistics company Sensco Logistics Inc., Austin TX. At the macro level, countries with more innovative logistics sectors have stronger mechanisms for coordinating private sector activities. Simplification of administrative procedures of control and regulation by the public sector in order to facilitate trade between countries is a promising direction for the development of transport and logistics systems. Such reforms are more effective in developing a "rigid" transport infrastructure. The integration of Industry 4.0 technology solutions into the international logistics sector is defined by political and legal barriers, especially in developing countries. In low-income countries, hard and soft infrastructure reforms are hindering the development of logistics companies that provide transport services. This determines the national level of development of transport and logistics systems, and in general the global level of development of transport and logistics. In developed countries, the legal barriers to the development of new technological logistics are environmental requirements for the integration of technologies into the transport system. These trends are slowing down the development of International Logistics, which, compared to other industries, is slower to integrate Industry 4.0 technologies. This study combines macroeconomic factors that determine the prospects for the development of transport and logistics systems at the micro level.

• KIEAE Journal
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• 제17권1호
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• pp.63-68
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• 2017

Purpose: Various studies to solve the problem of increased energy consumption in the buildings are being carried out recently. Especially, the economic feasibility and insulation performance of the air-cap have been verified so that various studies regarding the reduction of building energy consumption have been carried out. However, previous studies regarding the air-cap were only carried out based on the verification of its insulation performance according to the size and attachment position of the air-cap. Therefore, the purpose of this study is to suggest a detachable air-cap module for improving the performance of the windows, evaluate the performance based on cooling, heating and light environments and verify its effectiveness through a real-scale testbed. Method: In this study, the energy saving performance in the circumstance where there is no attachment of an air-cap (Case 1), the circumstance where there is the attachment of air-cap on the glass surface of window (Case 2) and the circumstance where there is the attachment of an air-cap on the window frame (Case 3) were compared in order to verify the performance of the detachable air-cap module (Case 4), and the electricity consumption of cooling, heating and lighting equipment to maintain the appropriate indoor temperature and Illuminance for each case was calculated and utilized as indicators for the performance evaluation. Result: The result of this study is as follows. 1) In this study, the detachable air-cap module which was easily detachable through the principle of the magnet was suggested. 2) When Case 4 is applied, the electricity consumption of cooling and heating equipment can be reduced by 27.5%, 13.2% and 3.4% in comparison with Case 1, Case 2 and Case 3 respectively. 3) When the air-cap is applied to the window, the lighting energy consumption increases by 4 % in comparison to the non application of the air-cap, and this factor or aspect should be considered when applying the air-cap. 4) According to the performance evaluation result in consideration of cooling, heating and light environments, Case 4 demonstrates an energy saving ratio of 22.6%, 10.6% and 2.7% in comparison to Case 1, Case 2 and Case 3 respectively, indicating that it is effective for improving the performance of windows.

• Structural Engineering and Mechanics
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• 제83권3호
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• pp.305-326
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• 2022

To realize the recycling utilization of waste concrete and alleviate the shortage of resources, 11 specimens of steel reinforced recycled concrete (SRRC) filled circular steel tube columns were designed and manufactured in this study, and the cyclic loading tests on the specimens of columns were also carried out respectively. The hysteretic curves, skeleton curves and performance indicators of columns were obtained and analysed in detail. Besides, the finite element model of columns was established through OpenSees software, which considered the adverse effect of recycled coarse aggregate (RA) replacement rates and the constraint effect of circular steel tube on internal RAC. The numerical calculation curves of columns are in good agreement with the experimental curves, which shows that the numerical model is relatively reasonable. On this basis, a series of nonlinear parameters analysis on the hysteretic behaviors of columns were also investigated. The results are as follows: When the replacement rates of RA increases from 0 to 100%, the peak loads of columns decreases by 7.78% and the ductility decreases slightly. With the increase of axial compression ratio, the bearing capacity of columns increases first and then decreases, but the ductility of columns decreases rapidly. Increasing the wall thickness of circular steel tube is very profitable to improve the bearing capacity and ductility of columns. When the section steel ratio increases from 5.54% to 9.99%, although the bearing capacity of columns is improved, it has no obvious contribution to improve the ductility of columns. With the decrease of shear span ratio, the bearing capacity of columns increases obviously, but the ductility decreases, and the failure mode of columns develops into brittle shear failure. Therefore, in the engineering design of columns, the situation of small shear span ratio (i.e., short columns) should be avoided as far as possible. Based on this, the calculation model on the skeleton curves of columns was established by the theoretical analysis and fitting method, so as to determine the main characteristic points in the model. The effectiveness of skeleton curve model is verified by comparing with the test skeleton curves.

• Journal of Animal Science and Technology
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• 제65권1호
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• pp.244-257
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• 2023

The study aimed to investigate the effect of low-frequency oscillations on the cow udder, milk parameters, and animal welfare during the automated milking process. The study's objective was to investigate the impact of low-frequency oscillations on the udder and teats' blood circulation by creating a mathematical model of mammary glands, using milkers and vibrators to analyze the theoretical dynamics of oscillations. The mechanical vibration device developed and tested in the study was mounted on a DeLaval automatic milking machine, which excited the udder with low-frequency oscillations, allowing the analysis of input parameters (temperature, oscillation amplitude) and using feedback data, changing the device parameters such as vibration frequency and duration. The experimental study was performed using an artificial cow's udder model with and without milk and a DeLaval milking machine, exciting the model with low-frequency harmonic oscillations (frequency range 15-60 Hz, vibration amplitude 2-5 mm). The investigation in vitro applying low-frequency of the vibration system's first-order frequencies in lateral (X) direction showed the low-frequency values of 23.5-26.5 Hz (effective frequency of the simulation analysis was 25.0 Hz). The tested values of the first-order frequency of the vibration system in the vertical (Y) direction were 37.5-41.5 Hz (effective frequency of the simulation analysis was 41.0 Hz), with higher amplitude and lower vibration damping. During in vivo experiments, while milking, the vibrator was inducing mechanical milking-similar vibrations in the udder. The vibrations were spreading to the entire udder and caused physiotherapeutic effects such as activated physiological processes and increased udder base temperature by 0.57℃ (p < 0.001), thus increasing blood flow in the udder. Used low-frequency vibrations did not significantly affect milk yield, milk composition, milk quality indicators, and animal welfare. The investigation results showed that applying low-frequency vibration on a cow udder during automatic milking is a non-invasive, efficient method to stimulate blood circulation in the udder and improve teat and udder health without changing milk quality and production. Further studies will be carried out in the following research phase on clinical and subclinical mastitis cows.

• Journal of Mechanical Science and Technology
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• 제18권9호
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• pp.1680-1688
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• 2004

The information indicating device plays an important part in the information times. Recently, the classical CRT (Cathod Ray Tube) display is getting transferred to the LCD (Liquid Crystal Display) one which is a kind of the FPDs (Flat Panel Displays). The OLED (Organic Light Emitting Diodes) display of the FPDs has many advantages for the low power consumption, the luminescence in itself, the light weight, the thin thickness, the wide view angle, the fast response and so on as compared with the LCD one. The OLED has lately attracted considerable attention as the next generation device for the information indicators. And also it has already been applied for the outside panel of a mobile phone, and its demand will be gradually increased in the various fields. It is manufactured by the vapor deposition method in the vacuum state, and the uniformity of thin film on the substrate depends on the temperature distribution in the point-cell source. This paper describes the basic concepts that are obtained to design the point-cell source using the computational temperature analysis. The grids are generated using the module of AUTOHEXA in the ICEM CFD program and the temperature distributions are numerically obtained using the STAR-CD program. The temperature profiles are calculated for four cases, i.e., the charge rate for the source in the crucible, the ratio of diameter to height of the crucible, the ratio of interval to height of the heating bands, and the geometry modification for the basic crucible. As a result, the blowout phenomenon can be shown when the charge rate for the source increases. The temperature variation in the radial direction is decreased as the ratio of diameter to height is decreased and it is suggested that the thin film thickness can be uniformed. In case of using one heating band, the blowout can be shown as the higher temperature distribution in the center part of the source, and the clogging can appear in the top end of the crucible in the lower temperature. The phenomena of both the blowout and the clogging in the modified crucible with the nozzle-diffuser can be prevented because the temperature in the upper part of the crucible is higher than that of other parts and the temperature variation in the radial direction becomes small.