• Journal of the Korea Institute of Information and Communication Engineering
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• v.26 no.9
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• pp.1266-1271
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• 2022

Cats have strong wildness so they have a characteristic of hiding diseases well. The disease may have already worsened when the guardian finds out that the cat has a disease. It will be of great help in treating the cat's disease if the owner can recognize the cat's polydipsia, polyuria, and frequent urination more quickly. In this paper, 1) Efficient version of DeepLabCut for pose estimation, 2) YOLO v4 for object detection, 3) LSTM is used for behavior prediction, and 4) BoT-SORT is used for object tracking running on an artificial intelligence device. Using artificial intelligence technology, it predicts the cat's next, polyuria and frequency of urination through the analysis of the cat's behavior pattern from the home CCTV video and the weight sensor of the water bowl. And, through analysis of cat behavior patterns, we propose an application that reports disease prediction and abnormal behavior to the guardian and delivers it to the guardian's mobile and the server system.

• KOREAN JOURNAL OF CROP SCIENCE
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• v.41 no.5
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• pp.608-618
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• 1996

Wild perennial types of genus Glycine, as sources of genetic diversity, have been recently employed in the soybean breeding programs. This study was carried out to introduce some useful characters of wild perennial Glycine tomentella into common cultivars, G. max. Parent materials used for interspecific hybridization were three common cultivars, Ulsankong, Baemkong and Danyeobkong, and four G. tomentella strains having different diploid(2n) of 38, 40, 78, and 80. Their cross-fertility, effect of reciprocal cross, development comparison of crossing pod and optimum timing to efficient crossing were investigated. Plant were grown in 1/2,000 Wagner pots in greenhouse and field. Crossing efficiency and pod survival rate were the highest in 2n=38 of the four G. tomentella strains when the common cultivars were fixed as female parents. In the reciprocal cross of three common cultivars and four G. tomentella strains, when the former was used as maternal sources, they showed better crossing rate and longer pod survival than the latter. In the interspecific hybridization between G. max cv. Baemkong andG. tomentella, 2n=38, the pod formed from the female G. tomentella had relatively greater size and weight than that from the female Baemkong in comparison with parents. However, the reverse result was true in a number of ovules per pod. More efficient interspecific hybridization in the field was made on August 20, when temperature and relative humidity were higher and day length was shorter, than one or two months earlier.

• Journal of Nutrition and Health
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• v.56 no.1
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• pp.24-34
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• 2023

Purpose: The prevalence of diabetes mellitus (DM) continues to increase worldwide, and blood glucose control may reduce mortality from diabetic complications and healthcare costs. Mulberry twig (MT) has been used as a herbal medicine in Asia, and its antidiabetic efficacy has recently been reported, but research in this area is still limited. This study examined the antidiabetic effects of water extracts of MT in diabetic animals. Methods: Six weeks old male ICR mice were divided randomly into three groups; normal control (NC, n = 10), DM control (DC, n = 10), and MT (n = 10). Streptozotocin (STZ, 50 mg/kg/day) was injected intraperitoneally into mice in the DC and MT groups for 5 consecutive days. After 10 days of the last STZ injection, the mice in the MT group were administered orally with MT water extracts (5 g/kg body weight) for 16 days. Results: The MT water extracts ameliorated the swelling of the liver in the diabetic mice and reduced the elevated levels of fasting blood and plasma glucose, total cholesterol (T-CHO), low density lipoprotein-CHO, and the ratio of high density lipotrotein (HDL)-CHO/T-CHO. The liver triglyceride (TG) and glycogen contents were also significantly lower in the MT group mice than in the DC group. The small intestine disaccharidase activity was analyzed to understand the therapeutic effects and the mechanism of MT water extracts in diabetic animals. MT group mice showed reduced lactase and sucrase activity in the proximal part of the small intestine. On the other hand, body weight, plasma insulin, TG, HDL-CHO, and hepatic T-CHO levels were similar in the DC and MT groups. Conclusion: These results suggest that MT water extracts have antidiabetic effects and can be developed as a functional source to reduce the postprandial blood glucose or to prevent DM incidence.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2022.05a
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• pp.165-167
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• 2022

The proportion of cat cats among companion animals has been increasing at an average annual rate of 25.4% since 2012. Cats have strong wildness compared to dogs, so they have a characteristic of hiding diseases well. Therefore, when the guardian finds out that the cat has a disease, the disease may have already worsened. Symptoms such as anorexia (eating avoidance), vomiting, diarrhea, polydipsia, and polyuria in cats are some of the symptoms that appear in cat diseases such as diabetes, hyperthyroidism, renal failure, and panleukopenia. It will be of great help in treating the cat's disease if the owner can recognize the cat's polydipsia (drinking a lot of water), polyuria (a large amount of urine), and frequent urination (urinating frequently) more quickly. In this paper, 1) Efficient version of DeepLabCut for posture prediction running on an artificial intelligence server, 2) yolov4 for object detection, and 3) LSTM are used for behavior prediction. Using artificial intelligence technology, it predicts the cat's next, polyuria and frequency of urination through the analysis of the cat's behavior pattern from the home CCTV video and the weight sensor of the water bowl. And, through analysis of cat behavior patterns, we propose an application that reports disease prediction and abnormal behavior to the guardian and delivers it to the guardian's mobile and the main server system.

• Journal of the Korean Society of Propulsion Engineers
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• v.26 no.4
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• pp.54-63
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• 2022

A 3-tonf class liquid rocket engine that powers the upper stage of a small launcher and lifts 500 kg payload to 500 km SSO is designed. The small launcher is to utilize the flight-proven technology of the 75-tonf class engine for the first stage. A combination of liquid oxygen and liquid methane has been selected as their cryogenic states can provide an extra boost in specific impulse as well as enable a weight saving via the common dome arrangement. An expander cycle is chosen among others as the low-pressure operation makes it robust and reliable while a specific impulse of over 360 seconds is achievable with the nozzle extension ratio of 120. Key components such as combustion chamber and turbopump are designed for additive manufacturing to a target cost. The engine system provides an evaporated methane for the autogenous pressurization system and the reaction control of the stage. This upper stage propulsion system can be extended to various missions including deep space exploration.

• Clean Technology
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• v.15 no.3
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• pp.172-179
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• 2009

The thermoplastic polyurethane waste (TPU-S) with good tensile properties, hardness, NBS abrasion resistance, specific gravity and low wet coefficient of kinetic friction was melt-blended with ethylene propylene diene monomer rubber (EPDM) with high wet slip resistance and low mechanical properties to form EPDM/TPU-S blend films, and their composition-property relationship was investigated to find the optimum composition for shoe outsole material. The properties except the wet slip resistance increased with increasing TPU-S contents in the blend. All the properties except elongation at break, specific gravity and the wet coefficient of kinetic friction in the range of $0{\sim}65\;wt%$ of TPU-S did not attain the values predicted by the simple additive rule. The optimum weight ratio of EPDM/TPU-S for the application to the typical shoe outsole material was found to be 30/70.

• Journal of the Korean Geotechnical Society
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• v.24 no.1
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• pp.37-49
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• 2008

A geothermal heat pump system is a preferable alternative energy system in Korea because it uses the heat energy of the earth, which is environmentally friendly and inexhaustible. In order to characterize the thermal conductivity and viscosity of grout materials used for backfilling ground heat exchangers, nine bentonite grouts, one marine clay from Boryung, and cement grouts adapted in the United State have been considered in this study. The bentonite grouts indicate that the thermal conductivity and viscosity increase with the content of bentonite or filler (silica sand). In addition, material segregation can be observed when the viscosity of grout is relatively low. The marine clay turns out to be unsuitable for backfilling the ground heat exchanger due to its insufficient swelling potential. The saturated cement grouts appear to possess much higher thermal conductivity than the saturated bentonite grouts, and the reduction of thermal conductivity in the cement grouts after drying specimens is less than that in the case of the bentonite grouts. Maintaining the moisture content of grouts is a crucial factor in enhancing the efficiency of ground heat exchangers.

• Korean Journal of Ichthyology
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• v.35 no.2
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• pp.113-120
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• 2023

The diet composition of chub mackerel Scomber japonicus were studied using 959 specimens collected in the coastal waters of Jeju Island, Korea from January to November 2022. The size of the specimens ranged from 22.8 to 45.8 cm in total length. S. japonicus were fed mainly on euphausiids that constituted 77.7% in IRI. Fishes were the second largest prey component. Its diet also includes small quantities amphipods, copepods, shrimps, crabs and cephalopods. The diet composition of S. japonicus showed changes in season. The euphausiids feeding rate was highest in summer, whereas the proportion of fishes was higher in winter than in other seasons. The proportion of fishes has increased as the body size of S. japonicus increased, whereas the proportion of euphausiids decreased gradually. As the body size of S. japonicus increased the mean weight of prey per the stomach (mW/ST) tended to increase significantly (One-way ANOVA, P<0.05).

• Proceedings of the Plant Resources Society of Korea Conference
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• 2023.04a
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• pp.49-49
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• 2023

본 실험은 콤부차의 발효시 에너지원으로 첨가되는 당(sucrose) 대신 꾸지뽕(Cudrania tricuspidata Bureau; silkworm thorn) 과일 발효액을 첨가하여 꾸지뽕-콤부차의 기능성을 구명하고자 하였다. 대조구인 콤부차는 끓여서 식힌 물 900mL에 홍차 2.4g을 넣어 한시간 동안 추출한 후 초기당도가 10°Bx가 되도록 sucrose를 첨가하였고, 처리구는 sucrose대신 꾸지뽕 과일 무게 대 sucrose의 비율을 1 대 0.9의 비율로 조제하여 발효시킨 꾸지뽕 발효액(당도 50°Bx)을 10°Bx가 되도록 희석하여 첨가하였다. 여기에 발효균인 SCOBY를 첨가한 후 실온에 3주간 보관하면서 1주일 간격으로 시료를 채취하여 총폴리페놀성 화합물 및 카테킨류 함량, 항산화 활성 및 인체 정상 폐세포주인 MRC-5와 폐암세포주인 A549의 세포 증식에 미치는 영향을 구명하였다. 발효 3주 동안 채취한 꾸지뽕-콤부차를 MRC-5 세포에 처리하였을 때 발효 2주까지는 꾸지뽕-콤부차가 대조구에 비해 약 10~30% 세포 증식효과를 보였고 발표 3주째에는 유사한 증식효과를 보였다. 폐암세포주 A549에 처리시에는 발효 2주째 대조구에 비해 낮은 증식율을 보였으나 그 차이는 크지 않았다. 이 결과는 꾸지뽕-콤부차가 인체 폐세포 증식을 촉진하나 폐암세포의 증식을 크게 억제하지는 않음을 의미한다. 총폴리페놀성화합물 함량은 대조구의 경우 발효기간이 경과함에 따라 증가하는 반면 꾸지뽕-콤부차는 조제직후 대조구에 비해 유의적으로 높은 함량을 보이다 서서히 감소하였는데 발효 2주째 대조구와 유사한 수준에 도달하였으며 3주째에는 대조구에 비해 낮은 함량을 보였다. 카테킨류(Epigallocatechin, Epigallocatechin gallate, 그리고 Epicatechin gallate, epicatechin)는 총 페놀성화합물과는 반대의 경향을 보였는데, 발표 2주까지는 꾸지뽕-콤부차의 함량이 유의적으로 높았다가 발표 3주째 크게 낮아졌다. 활성산소 제거능은 발효 2주째까지는 대조구에 비해 낮았으나 3주째 유의적으로 높아져 꾸지뽕-콤부차의 항산화활성은 카테킨류 함량에 비례함을 알 수 있었다. 기능성분 함량과 MRC-5 증식에 관한 상관분석시 총풀리페놀함량이 세포증식에 정의 상관관계를 나타내었다.

• Journal of the Microelectronics and Packaging Society
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• v.30 no.4
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• pp.44-49
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• 2023

In the global pursuit of carbon neutrality, the rapid increase in the adoption of electric vehicles (EVs) has led to a corresponding surge in the demand for batteries. To achieve high efficiency in electric vehicles, considerations of weight reduction and battery safety have become crucial factors. Copper and aluminum, both recognized as lightweight materials, can be effectively joined through laser welding. However, due to the distinct physical characteristics of these two materials, the process of joining them poses technical challenges. This study focuses on conducting simulations to identify the optimal laser parameters for welding copper and aluminum, with the aim of streamlining the welding process. Additionally, a Graphic User Interface (GUI) program has been developed using the Python language to visually present the results. Using machine learning image data, this program is anticipated to predict joint success and serve as a guide for safe and efficient laser welding. It is expected to contribute to the safety and efficiency of the electric vehicle battery assembly process.