본 논문에서는 구조물의 부분 변위값으로 전체 구조물의 변위 형상을 예측할 수 있는 인공지능 학습기법을 개발하였으며, 개발된 기술의 성능을 실험을 통해 평가하였다. 3차원 공간에서 변위 형상 및 노드 위치 좌표의 특성을 학습에 반영할 수 있는 Image-to-Image 변위 형상 학습과 위치 특징을 결합한 변위 상관 학습 방법을 제시하였다. 개발된 인공지능 학습방법의 성능을 평가하기 위해 목업 구 조 실험을 진행하였고, 3D 스캔으로 측정한 변위값과 인공지능으로 예측한 결과를 비교하였다. 비교 결과 인공지능 예측 결과는 3D 스캔 측정 결과에 비해 5.6~5.9%의 오차율을 보여 적정 성능을 보였다.

In the automobile manufacturing industry, lightweight design is one of the essential challenges to be solved fundamentally. The vehicle wheels are classified as safety related components as the main substructure of the vehicle. In this study, we illustrate a technique for selecting the appropriate number of spokes. Based on the basic model of the selected number of spokes, we propose a method to maintain stiffness and design lightweight using topology optimization software. Based on the basic model of the selected number of spokes, it was redesigned to be lightweight while maintaining stiffness by utilizing topology optimization software. By comparing and reviewing the structural analysis results of the basic model and the redesigned model, a design technique that can maintain structural safety and reduce wheel mass was proposed.

Submarining is a phenomenon in that the lap belt goes over the pelvis of the occupant during a frontal crash. It is known to be one of the causes of serious abdominal injuries for the belted occupant. The goal of the current study was to investigate the effect of both the belt geometry and dummy variations on the occurrence of submarining. A series of quasi-static belt-pull tests were performed to evaluate the influence of the parameters on the occurrence of the submarining. The main influencing factor of the submarining was the lap belt angle. The tear or wrinkle of the dummy clothing and torso angle relative to the pelvis also affected the propensity of the submarining. Therefore, these parameters need to be closely monitored to obtain repeatable test results.

Environmental noise occurring on ships has various negative impacts on sailors’ health conditions such as hearing loss, sleep disturbance, psychological stress, etc., so regulations on them are required, but the ship noise regulations are usually applied to only large merchant ships. Although regulations on fishing boats with strong fishing and work intensity are determined to be necessary, there has been little relevant research. This study, therefore, attempted to measure the environmental noise of coastal composite fishing vessels less than two tones and provide the results of basic research on the noise regulations for fishing vessels. It measured them by setting the measurement zones as after side, midship and fore side, and based on the criterion of IMO MSC 337(91). The findings showed that the noise of them often exceeded 75dB(A), the criterion of the open deck noise in the zones in which the load of main engines was increased. In particular, the noise of the stern was as high as 92.2dB(A) during the full ahead. Hence, hearing loss may be caused by such a noise, so a variety of regulations on it are determined to be necessary.

The quality and antioxidant characteristics of apios (Apios americana Medikus) according to different harvest periods and steaming treatment were investigated. The quality and antioxidant characteristics of apios were significantly different depending on harvest periods. Total starch contents was higher in 1st harvesting period as 62.32 g/100 g than other harvesting period. The water binding capacity and water solubility index was higher in 1st harvesting period as 228.65 and 11.29% than other harvesting period. The sucrose and total free sugar contents were 3.64~8.67 and 4.49~9.54 g/100 g, respectively. Total polyphenol and flavonoid contents of apios was the highest 2nd and 4th harvesting period at 4.21 mg GAE/g and 611.11 μg CE/g, respectively. DPPH radical scavenging activity was higher in 1st harvesting period as 84.96 mg TE/100 g than other harvesting period, and decreased as the harvest periods were delayed. ABTS radical scavenging activity and ferric-reducing antioxidant power were 43.81~47.89 mg TE/g and 231.20~264.07 mM/100 g, and increased to 50.58~51.44 mg TE/g and 342.55~384.29 mM/100 g after heat treatment. As a result, it is thought that studies on change of quality and physicochemical characteristics according to cultivation characteristics should be preceded for cultivation stability of apios.

Barnea manilensis is a bivalve which bores soft rocks, such as, limestone or mudstone in the low intertidal zone. They make burrows which have narrow entrances and wide interiors and live in these burrows for a lifetime. In this study, the morphology and the microstructure of the valve of rock-boring clam B. manilensis were observed using a stereoscopic microscope and FE-SEM, respectively. The chemical composition of specific part of the valve was assessed by energy dispersive X-ray spectroscopy (EDS) analysis. 3D modeling and structural dynamic analysis were used to simulate the boring behavior of B. manilensis. Microscopy results showed that the valve was asymmetric with plow-like spikes which were located on the anterior surface of the valve and were distributed in a specific direction. The anterior parts of the valve were thicker than the posterior parts. EDS results indicated that the valve mainly consisted of calcium carbonate, while metal elements, such as, Al, Si, Mn, Fe, and Mg were detected on the outer surface of the anterior spikes. It was assumed that the metal elements increased the strength of the valve, thus helping the B. manilensis to bore sediment. The simulation showed that spikes located on the anterior part of the valve received a load at all angles. It was suggested that the anterior part of the shell received the load while drilling rocks. The boring mechanism using the amorphous valve of B. manilensis is expected to be used as basic data to devise an efficient drilling mechanism.

This study set up the revenue water ratio that could be achieved within the range of the expenses of the water distribution network maintenance project, developed an analysis methodology that could estimate the additional project quantity to achieve the target revenue water ratio of 85% and applied and verified that to S. City. This methodology allowed the distribution of the leakage quantity for each leakage component by the pipeline through the total revenue water account balance analysis and BABE approach and the redistribution into the calculated leakage quantity more accurately through a step test. In addition, the level of reduction in leakage and the quantity of the project were estimated before and after the application of four strategies for the promotion of the revenue water ratio presented by IWA, according to the leakage components by the pipeline. As a result of the application of this analysis method to S. City, it would be possible to achieve up to the revenue water ratio of 81.0%, which was 74.7% in the beginning, if the water distribution network maintenance project was promoted within the range of the project expenses, and to achieve the revenue water ratio of 85.0%, the goal of the project, it would be necessary to replace the pipeline of 22.2% of the entire pipelines in the target area. As a result of the re-estimation of the revenue water ratio achievable, applying the actual water distribution network maintenance quantity in the scope of the business with the results of this analysis, the revenue water ratio was 81.7% while the actually measured revenue water ratio was 82.3%. Thus, the reliability of this analysis method could be secured to some extent.

Korea is a country where the population is concentrated in metropolitan areas that have undergone rapid industrial development. As of 2020, more than 43% of the total population lives in large cities, and about 18.5% of the total population lives in Seoul. A basic human need living in such a metropolis is a pleasant environment. In this study, complex odors and designated odors were evaluated at the boundary areas and at the outlets for 15 public environmental facilities selected from among odor sources in Seoul. As a result of measuring the complex odor intensity was 3 ~ 6 times at the boundary areas and 100 ~ 4,481 times at the outlets. In food waste treatment facilities, incineration facilities, and waste transfer station facilities, the compound making the largest contribution to odor is acetaldehyde, which was recorded at 46%, 25%, and 32% respectively. At a sewage treatment facility and agro-fisheries wholesale market, hydrogen sulfide was the largest contributing compound at 71% and 29% respectively.

Quality standards of activated carbon for gas-phase applications have been deleted from the Korean national standard list since 2007, and the iodine adsorption test is the only measure currently used for quality assurance. This study was performed to propose a suitable test method and a quality standard for gas-phase activated carbon. The "1/2 saturated vapor adsorption" test has been developed as a simple and convenient method to determine the adsorption capacity of activated carbon. In this study, the developed test method was evaluated using model VOCs including toluene, methyl ethyl ketone (MEK), and ethyl acetate (EA). A virgin activated carbon revealed adsorption capacities of 344mg/g, 322mg/g, and 328mg/g for toluene, EA, and MEK, respectively, and the adsorption capacity for a mixture of the three VOCs was 334 mg/g. When a regenerated activated carbon was applied, the adsorption capacities dramatically decreased to 62 mg/g, 52 mg/g, and 61 mg/ g for toluene, EA, and MEK, respectively. In addition, the 1/2 solvent vapor adsorption tests using 13 different specimens of activated carbon showed that their capacities were closely related to the iodine adsorption numbers, and this study suggested the adsorption capacity of 300 mg/g as a new quality standard. The novel test method and its standard may help to guarantee the quality of gas-phase activated carbon used for VOCs abatement processes.

Sampling gears for collecting fish are diverse, and the community of fish varies according to the selection and characteristics of the sampling gears. The present study compared the characteristics of fish communities in Yedang reservoir using four sampling gears (kick net, cast net, gill net, and fyke net). The kick net and cast net were inefficient in collecting the number of individuals. However, they increased the species diversity of fish inhabiting the waterfront. Although not many individuals were collected, the gill net mainly collected large fish. The largest number of individuals was collected in the fyke net, and the dominance was high due to the high species selectivity. Through Self-Organizing Map (SOM) analysis, large fish were collected in the gill net, whereas small fish were collected in the fyke net. The characteristics and efficiency of the fish differed depending on the sampling gears. It is expected that researchers will need to use it appropriately according to the characteristics of the sampling gears when investigating the fish community.

한우 개량에 있어서 추정된 유전체육종가와 정확도는 선발에 중요한 지표로 사용되며, 최근 육종가 추정에 있어 정확도의 신뢰도를 높이기 위해 혈통과 유전체정보를 이용한 연구가 활발히 진행되고 있다. 따라서, 본 연구는 가계 내 유전체정보량에 따라 유전체정보가 미포함된 개체의 정확도 변화를 확인하고자 동일한 부모를 가진 한우 10두로 구성된 전형매 가계 3개를 수집하였으며, 각 가계 별로 유전체정보량을 10두, 8두, 6두, 4두, 2두씩 무작위로 선별하여 5가지의 검정집단으로 가정한 후 참조집단 14,225두를 이용하여 single step genomic best linear unbiased prediction (ssGBLUP)을 통해 genomic estimated breeding value (GEBV) 및 정확도를 추정하였다. 각 검정집단과 참조집단의 혈통 및 유전체정보 를 이용하여 H-matrix를 구축하였고, BLUPF90 program을 사용하여 도체중, 등심단면적, 등지방두께, 근내지방도의 GEBV 및 정확도를 추정하였 다. 첫 번째 가계를 대상으로 살펴보면, 검정집단에서 유전체정보를 보유하고 있는 10두의 GEBV 평균 정확도는 도체중 0.734, 등심단면적 0.717, 등지방두께 0.712, 근내지방도 0.745로 추정되었다. 이후 2두씩 무작위로 유전체정보를 제거하여 추정한 GEBV 정확도를 살펴보면, 유전체정보를 보유한 개체의 경우 정확도의 변화가 나타나지 않았지만, 유전체정보가 미포함된 개체의 정확도가 평균 0.114 ~ 0.168 낮게 추정되었다. 가계 내 유전체정보량에 따른 유전체정보가 미포함된 개체의 GEBV 평균 정확도는 도체중 0.604 ~ 0.576, 등심단면적 0.6 ~ 0.573, 등지방두께 0.599 ~ 0.572, 근내지방도 0.607 ~ 0.578로 평균 0.009씩 감소하는 것을 확인하였다. 이를 통해 가계 내 유전체정보량이 개체 별 유전체정보 유무와는 상관없이 GEBV의 정확도 추정에 큰 영향이 없었으며, 신뢰도가 높은 GEBV 추정을 위해서는 개체 별 유전체정보의 유무가 더 큰 영향을 미친다는 것을 확인하였다.

음성 어시스턴트가 차량에 탑재되기 시작하면서, 차량의 조형적 특징과 음성 어시스턴트간의 연관성이 중요해지 고 있다. 본 연구는 자동차에 적용된 음성 어시스턴트와 외관의 조화스러움에 대하여 공통된 감성적 특징을 기반으 로 살펴보고자 하였다. 12가지 차량 이미지와 6가지의 음성 어시스턴트에 대해 15종의 형용사를 바탕으로 감성 평가 를 실시하였다. 실험은 온라인 개별 인터뷰로 진행되었으며, 총 24명의 대학생이 참여하였다. 참여자들은 각 자극물 을 대표하는 감성 형용사 3종을 1, 2, 3위로 평가하고, 선정 이유에 대한 간단한 인터뷰를 진행하였다. 설문 결과에 대해 주성분분석을 수행하여 2개의 주요 요인을 추출한 뒤, 각 요인을 축으로 하여 자극물을 분포시켰다. 분포도를 바탕으로 감성적 특징을 도출하고자 계층적 군집 분석을 수행하였다. 주성분 분석 결과 자동차 이미지와 음성 어시 스턴트를 설명하는 감성적 차원으로 “편안한-급진적인”과 “가벼운-무거운”이 추출되었다. 두 차원을 바탕으로 자극 물들을 분포시킨 결과, 자동차와 음성 어시스턴트가 동일한 축을 바탕으로 다양하게 분포해 두 요인이 자극물간 감성적 특징을 도출하기에 적합하다고 판단되었다. 자극물들의 분포도를 바탕으로 계층적 군집분석을 수행하여 17개 의 자극물을 4가지 군집으로 추렸다. 각 군집은 도전적인, 우아한, 위엄있는, 활기찬 그룹으로 도출되었다. 본 연구에 서는 차량의 조형적 특징과 음성 어시스턴트의 감성적 이미지를 동시에 설명할 수 있는 두 축을 도출하였다. 도출된 축을 바탕으로 그려진 분포도에 군집 분석을 수행해 감성적 특징을 분류하였으며, 총 4개의 감성적 특징이 도출되었 다. 본 연구는 자동차의 조형적 특징에 맞춘 음성 어시스턴트 제안을 위한 디자인 품평 가이드로 활용되어, 추후 출시되는 차량에서 사용자들의 자동차 음성 어시스턴트 감성 경험이 증진될 것으로 기대한다.

해수 중 존재하는 유해화학물질 검출을 목적으로 센서 시작품 제작하고 성능을 확인하였다. 센서 시작품은 검지부, 기구부, 구 동부로 구성하였다. 센서의 검지부는 ITO (Indium-Tin-Oxide) 금속산화물 나노입자 (metal oxide nanoparticle) 필름을 기판위에 인쇄하여 제작 하였고, 온도와 HNS 농도를 동시에 검출할 수 있도록 2개의 검출 부분을 갖도록 설계하였다. 센서의 기구부는 검지부와 구동부를 연결하 며, 검출에 영향을 줄 수 있는 화학적 반응을 막기 위해 테프론 재질을 이용하여 제작하였고, 특히 검지부의 착탈이 용이하도록 설계 하 였다. 구동부는 브릿지 회로와 아두이노 보드를 이용하여 전원 공급과 데이터 측정 및 디스플레이가 가능하도록 제작하였다. 시작품의 성 능에 대해서는 기존의 수질 센서를 참고한 성능 사양을 제시하고, 유기용제를 사용한 검지부와 시작품의 동작을 확인하여 응답 (ΔR), 검 출하한 (Limit of Detection), 응답시간 (response time), 오차 (error) 등을 평가하였다. 또한 해수 중 동작 특성을 파악하여 설계 사양이 구현되 었는지 확인하였다.

작물 생육 진단에 있어서 군락 엽면적과 군락 피복은 주한 요소 이다. 최근에는 이러한 측정을 디지털 카메라를 활용하여 RGB 식생지수로 작물 생육을 측정하고 있다. 본 연구는 밀 재배 기간 카메라의 노출 값을 다르게 설정하여 RGB 컬러 식생 지수와 군락 엽면적지수 및 군락피복에 대해 평가하였다. 군락 엽면적, 군락 피복 및 디지털 영상 측정은 출수 16일전부터 출수 후 25일까지 하였다. 일출 후 30분 이내에 촬영하였다. 노출 값은 셔터 속도를3 수준(1/60s, 1/340s, 1/640s)으로 하였다. RGB 컬러 식생지수 분석은 파이썬으로 하였다. 실제 군락 엽면적과 군락 피복간에는 정의 상관관계(r2 =0.94)를 보였다. 군락 피복 이미지의 ExG, GLI, NGRDI, ExG-ExR, MExG, TGI, MNGRD 및 MExG-CIVE는 군락 엽면적 지수와 및 군락 피복과는 정의 상관관계를 보였다. 그러나 CIVE와 ExR은 부의 상관관계를 보였다. 본 연구 결과 1/640s 가 1/60s와 1/320s에 비하여 노출이 높게 설정된 것으로 보였다. 또한, 토양과 녹색 영역을 분리하는데 있어서 너무 어린 시기 보다는 출수 전이 가장 잘 분리되었다. 따라서 야외에서의 다양한 광 조건에서는 과도한 노출보다는 광 간섭을 줄이는 기술과 함께 작물의 생육 시기와 기상환경을 고려하여 노출 값이 설정되어야 할 것이다.

A new strawberry cultivar ‘Misohyang’ was originated from the cross between ‘Darselect’ and ‘Wongyo 3111’ in 2009. Among hybrids, ‘Misohyang’, a superior individual possessing vigorous growth, capacity to early differentiate flower buds, and excellent physiological characteristics, was selected. Several tests conducted from 2012 to 2014 revealed that this cultivar was suitable for forcing culture due to its faster flowering and harvest time than ‘Seolhyang’. Fruits of ‘Misohyang’ were conical in shape with a red color, which turned dark red color when fruits were fully ripened. Although sugar contents in ‘Misohyang’ fruits were lower than those in ‘Seolhyang’, their aromatic properties were excellent in terms of synergy effect on perception of sweet flavor. In addition, ‘Misohyang’ fruits could maintain high hardness despite a warm temperature during spring. These physiological characteristics of fruits contribute to its high yields in spring, with an average fruit weight of 20 g. Regarding disease resistance, ‘Misohyang’ showed sensitivity to powdery mildew during nursery period and fruit ripening stage. Since the cultivar ‘Misohyang’ has an excellent flavor with attractive red color, sustainable hardness, and high yields in spring, it is expected to be popularly consumed not only for its fresh fruits, but also for its processed fruits.

The present study investigated the optimum additive ratio of wheat straw pellet as a substitute for beet pulp during oyster mushroom cultivation. The chemical properties across treatments were pH of 4.8–5.5, total carbon content of 45.9–46.5%, total nitrogen content of 1.5–1.7%, and carbon-to-nitrogen ratio of 27.8–31.0. Mycelial growth was the fastest in a medium containing 20% wheat straw pellet (at 88.2 mm in ‘Heuktari’ and 70.3–79.6 mm in ‘Suhan-1Ho’); however, there were no significant differences in mycelial density among the treatments. The characteristics of fruiting bodies by variety were as follows. In ‘Heuktari’, the valid stipe number per bottle (1,100 cc) was 22.5 and yield was 177.1 g/1,100 cc in the mixed medium containing 10% wheat straw pellet, with the values being comparable to those of controls. In ‘Suhan-1Ho’, the valid stipe number per bottle (1,100 cc) was 14.0 and yield was 151.2 g/1,100 cc in the mixed medium containing 10% wheat straw pellet, with the values being comparable to those of controls.

This study investigates the relationship between high school students’ subjective wellbeing, English learning motivation, and English proficiency. Three sub-components of subjective well-being were included in this study: positive efficacy well-being, positive emotional well-being, and positive relationship well-being. In all subcomponents of subjective well-being, the mean value of female students was higher than that of male students. In addition, the students with upper and middle levels of English proficiency showed higher subjective well-being than those with a lower level. Among the subcomponents of subjective well-being, positive relationship well-being was found to have the most significant effect on both the ideal L2 self and the ought-to L2 self. Among English learning motivations, the higher the ideal L2 self, the higher the English proficiency. The subjective well-being and the ideal L2 self positively affected English proficiency. This study suggests that appropriate educational activities are needed to enhance students’ subjective well-being and form a concrete ideal L2 self.

This paper investigates Korean EFL students’ learning (de)motivation factors according to the level of students’ English learning motivation. A total of 41 undergraduate students reflected on their past ten years of English learning experiences and submitted autobiographic essays with ‘motigraph,’ marking their annual changes of English learning motivation from 0 to 10. The data were analyzed with Grounded Theory. The findings revealed that the factors that increased or decreased English learning motivation were different according to students’ level of motivation. Students with low-level motivation were influenced by their teacher or parents, while those with high-level motivation were influenced by their past L2 learning experiences perceived positively by themselves. In both groups, the factors of emotional experiences caused by negative L2 learning experiences were the main reasons for demotivation. This paper emphasizes the importance of subjective appraisal in maintaining students’ L2 learning motivation and recovering from the state of demotivation.

미토콘드리아 시토크롬 c 산화효소 1 (COX1) 유전자 염기서열(658 bp)을 사용하여, 콩 포장에서 채집된 어리팥나방(Matsumuraeses falcana)과 팥나방(Matsumuraeses phaseoli)의 종을 실험실 집단의 종들과 비교하여 동정하였다. COX1 염기서열 분석에서, 어리팥나방 47개체 로부터 10개의 하플로타입이 발견되었고, 종내 유전적 거리는 0.15~0.46%이었다. 이중 하프로타입 A형이 약 70%로 우점형이었다. 팥나방의 30개체로부터는 모두 동일한 하나의 서열만이 확인되었고, 어리팥나방과의 종간 유전적 거리는 4.11~4.61%이었다. 두 종의 COX1 염기서열을 번역한 아미노산 서열은 모두 동일하여 동의적 염기서열 변이(동의치환, 同義置換, synonymous substitution)를 확인할 수 있었다. 포장 조사에 서 두 종의 유충이 콩의 잎과 꼬투리를 가해하였고, 한 포장에서 동시에 발생하였다. 전체 포장에서 어리팥나방의 평균 밀도는 팥나방보다 약 1.5 배 높았다. 이 결과는 콩이 두 종의 동일 기주임을 명백하게 제시하였다. 별도로 이 속의 유충 기생파리로서 Elodia flavipalpis (파리목: 기생파리 과)가 발견되었고, COX1 서열로 동정되었다.