Since rice is the main food in Korea, there are no regulations on corn milling yet. Corn is known as one of the world's top three food crops along with wheat and rice, and it is known that 3.5 billion people worldwide use corn for food. In addition, corn mills are not developed or sold in Korea, but the use of corn mills is increasing significantly in many countries in Southeast Asia. In the Philippines, as Korea's rice mill import increases, Korea's KAMICO (Korea Agricultural Machinery Industry Cooperative) and domestic company A agreed to develop a corn mill jointly with PHilMech, an organization affiliated with the Philippine Ministry of Agriculture. However, research on corn milling was very insignificant, so the development was carried out based on the technology of Korea's rice mill. Rice milling is performed by peeling off the skin of rice and producing brown or white rice, so it is carried out by removing the skin and cutting the skin. On the other hand, in the corn mill, the skin of the corn is peeled, pulverized and selected to produce main products suitable for edible use. Therefore, in order to develop a corn mill, processes such as peeling, transfer, grinding, sorting, and by-product separation are required, and suitable parts must be developed. In addition, the performance must be gradually improved through experiments in which corn is repeatedly milled. The Philippines produces 7.98 million tons/year of corn, which is about 100 times that of Korea, and is mostly consumed as a staple food. This is about 10% of the total crop production in the Philippines. In addition, the main cultivation complexes of corn are the mountainous regions of Tarlac or Pangasinan, and the produced corn is 72.4% of the so-called yellow corn called Arabel and Sarangani, and the remaining 27.6% are known as white corn. In this study, it was intended to produce grains of 2.5 mm or less suitable for food for yellow corn and to develop a corn mill for 200 kg per hour. Detailed conditions for development are stipulated as more than 55% of the main product recovery rate, more than 31% of the by-product recovery rate, less than 5% of the raw material loss rate, and more than 80% of the embryo dislocation rate. In this study, to achieve this, the overall process of the corn mill was developed, and the optimal conditions for the corn mill were obtained through the development of parts and empirical tests to improve performance. In addition, it was intended to achieve the development goal by evaluating and analyzing the performance of each part so that it did not conflict.

국내 유입 가능성이 높은 검역 관리해충인 Spodoptera eridania 및 S. ornithogalli는 전 세계적으로 토마토, 콩 등 여러 종의 작물을 가해하는 광식성 해충이다. 이에 따라 국내 유입 시 해당 작물에 높은 경제적 피해를 입힐 가능성 이 있으므로 신속 정확한 진단이 필요한 실정이다. 따라서 본 연구에서는 상기 두 종을 대상으로 현장 활용이 가능한 LAMP 진단법 개발을 수행하였다. 표적종 두 종 및 비표적종 11종(국내 발생 Spodoptera 종 및 동일 기주 가해종 등)의 전장유전체 정보를 확보한 후 비교 분석을 통해 각 표적종 별 특이적 영역을 확보한 후 해당 영역을 대상으로 LAMP 프라이머를 제작하였다. DNA 농도 10 ng/μL, 반응시간 40분을 기준으로 LAMP 진단을 수행한 결과, Spodoptera eridania는 5개의 LAMP 진단 마커를 개발하였고, S. ornithogalli는 3개의 LAMP 진단 마커를 개발하였다.

The structural safety of prototype transport and storage containers for very low-level radioactive liquid waste was experimentally estimated for its localization development. Transport containers for radioactive liquid waste have been researched and developed, however, there are no standardized commercial containers for very low-level radioactive waste in Korea. In this study, the structural safety of the designated IP-2 type container capable of transporting and temporarily storing large amounts of very low-level liquid waste, which is generated during the operation and decommissioning of nuclear power plants, was demonstrated. The stacking and drop tests, which were conducted to determine the structural integrity of the container, verified that there was no external leakage of the contents in spite of its structural deformation due to the drop impact. This study shows the effort required for the localization of the technology used in manufacturing transport and storage containers for very low-level radioactive liquid waste, and the additional structural reinforcement of the container in which the commercial intermediate bulk container (IBC) external frame was coupled.

The objective of this study was to verify the effect of pig slurry application with acidification and biochar on feed value, nitrogen use efficiency (NUE) of maize forage, and ammonia (NH3) emission. The four treatments were applied: 1) non-pig slurry (only water as a control, C), 2) only pig slurry application (P), 3) acidified pig slurry application (AP), 4) acidified pig slurry application with biochar (APB). The pig slurry and biochar were applied at a rate of 150 kg N ha-1 and 300 kg ha-1, respectively. The AP and APB treatments enhanced all feed values compared to C and P treatments. The NUE for plant N was significantly increased 92.1% by AP and APB treatment, respectively, compared to the P treatment. On the other hand, feed values were not significantly different between AP and APB treatments. The acidification treatment with/without biochar significantly mitigated NH3 emission compared to the P treatment. The cumulative NH3 emission throughout the period of measurement decreased by 71.4% and 74.8% in the AP and APB treatments. Also, APB treatment reduced ammonia emission by 11.9% compared to AP treatment. The present study clearly showed that acidification and biochar can reduce ammonia emission from pig slurry application, and pig slurry application with acidification and biochar exhibited potential effects in feed value, NUE, and reducing N losses from pig slurry application through reduction of NH3 emission.

종래의 게임에서, 널리 사용되고 있는 난수는 게임 서비스 제공자에 의하여 일방적으로 제공되기 때문에, 게 임 이용자가 제공받은 난수가 어떠한 개입이나 조작이 있었는지를 검증하는 것은 어렵다. 본 논문은 상호 참 여형 난수 발생기인 TogetheRand를 제안한다. 제안된 방법은 이더리움 블록체인 시스템 위에서 작동되는 스 마트 컨트랙트이다. 제안된 방법의 난수성을 Dieharder tests를 이용하여 테스트하였다. 제안된 방법은 많은 사람들이 난수 생성에 참여할 수 있고, 모든 입력값을 확인할 수 있으며, 블록체인 시스템으로 인하여 정상 작동 여부가 보장되기 때문에 게임 이용자와 제공자 모두가 신뢰할 수 있는 방법이다. 제안된 방법은 게임 등의 신뢰성 있는 난수가 필요한 응용 분야에서 두루 적용될 수 있을 것이다. 본 논문에서 사용된 코드는 ht tps://github.com/TyeolRik/TogetheRand 에 공개되어 있다.

The objective of this study was to prove the effect of pig slurry application with charcoal on nitrogen use efficiency (NUE), feed value and ammonia (NH3) emission from maize forage. The four treatments were applied: 1) non-pig slurry (only water as a control), 2) only pig slurry application (PS), 3) pig slurry application with large particle charcoal (LC), 4) pig slurry application with small particle charcoal (SC). The pig slurry was applied at a rate of 150 kg N ha-1, and the charcoal was applied at a rate of 300 kg ha-1 regardless of the size. To determine the feed value of maize, crude protein, dry matter intake, digestible dry matter, total digestible nutrient, and relative feed value were investigated. All feed value was increased by charcoal treatment compared to water and PS treatment. Also, the NUE for plant N was significantly higher in charcoal treatments (LC and SC) compared to PS treatment. On the other hand, there is no significant difference for feed value and NUE between LC and SC. The NH3 emission was significantly reduced 15.2% and 27.9% by LC and SC, respectively, compared to PS. Especially, SC significantly decreased NH3 emission by 15% compared to LC. The present study clearly showed that charcoal application exhibited positive potential in nitrogen use efficiency, feed value and reducing N losses through NH3 emission.

Recently, the importance of preventive maintenance has been emerging since failures in a complex system are automatically detected due to the development of artificial intelligence techniques and sensor technology. Therefore, prognostic and health management (PHM) is being actively studied, and prediction of the remaining useful life (RUL) of the system is being one of the most important tasks. A lot of researches has been conducted to predict the RUL. Deep learning models have been developed to improve prediction performance, but studies on identifying the importance of features are not carried out. It is very meaningful to extract and interpret features that affect failures while improving the predictive accuracy of RUL is important. In this paper, a total of six popular deep learning models were employed to predict the RUL, and identified important variables for each model through SHAP (Shapley Additive explanations) that one of the explainable artificial intelligence (XAI). Moreover, the fluctuations and trends of prediction performance according to the number of variables were identified. This paper can suggest the possibility of explainability of various deep learning models, and the application of XAI can be demonstrated. Also, through this proposed method, it is expected that the possibility of utilizing SHAP as a feature selection method.

염증은 외부 자극으로부터 보호하는 중요한 면역반응이다(Jeong et al., 2012). 그러나 NO 및 inflammatory cytokine과 같은 염증 매개 인자의 과도한 생성은 비정상적인 염증 반응을 초래할 수 있다(Paradise et al., 2010). 염증 매개 인자의 생성과 염증 신호 전달을 조절하는 중요한 역할을 하는 대식세포는 LPS 자극에 의해 NF-κB가 활성화 되어 inflammatory cytokine 등의 염증 매개 인자들이 분비가 증가되며 염증 반응을 심화시킨다(Lee et al., 2012). 본 연구에서는 영지버섯균 발효 꾸지뽕나무 가지 톱밥 추출물을 이용하여 LPS로 염증을 유도한 Raw264.7세포에서 염증 관련 인자들의 생성 및 발현에 미치는 영향을 분석하여 항염증 효과를 확인하였다. NO는 염증에서 중요한 역할을 하며 대식세포의 염증 반응 조절 평가시 대표적인 지표로 사용되며 iNOS에 의해 생성이 유도되며 PGE2는 염증 매개 인자로 inflammatory cytokine 생성에 관여하며 COX-2에 의해 생성이 유도된다 (Paradise et al., 2010; Posadas et al., 2000). 발효추출물 이 RAW264.7세포에서 세포독성 없이 NO의 생성과 PGE2의 생성을 감소시켰으며 이 결과는 발효 추출물 처리에 의해 iNOS와 COX-2의 발현이 감소한 것과 일치하 였다. 또한 염증 반응을 조절하는 대표적인 inflammatory cytokine으로 알려진 IL-1β, TNF-α의 생성이 감소되었다. 따라서 발효추출물은 NO, PGE2, inflammatory cytokines 생성을 감소시켜 항염증 효과를 나타낸다고 볼 수 있다. NF-κB는 iNOS, COX-2 및 inflammatory cytokine의 발현을 조절하는 전사인자로 IκB와의 결합에 의해 NF-κB의 핵 내 이동이 억제되며 불활성화상태로 존재한다. LPS 자극에 의해 IκB가 인산화 및 분해되면 NF-κB가 활성화 되어 핵 내로 이동하여 염증성 매개인자들의 발현을 유도 하고, 염증성 질환 뿐만 아니라 다양한 질환을 유발시키는 것으로 알려져 있다 (Kawai and Akira, 2006; Ghosh and Ksarin, 2002). 본 연구에서는 LPS에 의해 자극된 RAW264.7 세포에서 IκB의 분해 및 NF-κB의 전이가 발 효추출물에 의해 감소됨을 확인하였으며 발효추출물에 의한 iNOS, COX-2 및 inflammatory cytokine 감소는 NF- κB 활성화 감소에 의해 조절되는 것으로 사료된다. 이러한 결과들을 통해서 발효추출물이 NF-kB 활성화 억제를 통해 염증 매개 인자들의 생성 및 발현을 감소시킴으로서 염증 반응 억제 효과를 나타냄을 확인하여, 염증 관련 질환에 대해 예방 및 개선을 위한 항염증 기능성 소재로 사용될 수 있음을 시사한다.

연중생산이 가능하고 특히, 저온에서 화색발현이 우수하며 볼륨감 있는 스프레이국화 신품종을 개발하기 위하여 충청남 도농업기술원 화훼연구소에서 2010년에 모본으로 황색의 홑꽃 ‘SP09-251-01’를 부본으로 ‘SP08-010-16’계통을 인공수분 하였다. 종자 파종은 2011년에 실시하였고, 실생개체 중 화색과 화형이 우수한 281번째 개체를 선발하여 ‘SP11-103-05’로 계통명을 부여하였다. 주년생산성 검정을 위하여 2011년부터 2013년까지 자연일장, 전조재배, 차광재배를 각각 실시하였고, ‘Yes Holic’과 화형, 화색, 초형이 비슷한 ‘Jazz’ 품종을 대조품 종으로 사용하였다. ‘Yes Holic’ 품종은 2013년에 국립종자원에 품종보호 출원을 하였다. ‘Yes Holic’은 황색(Yellow 7A)의 꽃잎과 녹색(Green 1B)의 화심색으로 조사되었고 자연일장 작형의 개화기는 10월 25일로 ‘Jazz’의 10월 26일에 비해 빨랐다. ‘Yes Holic’의 초장과 줄기굵기는 각각 80.2cm와 6.1mm 로 ‘Jazz’의 78.6cm와 5.3mm보다 컸다. ‘Yes Holic’의 꽃 직경은 4.4cm로 ‘Jazz’의 4.1cm보다 컸으며, 착화수도 ‘Yes Holic’ 가 29.4개로 ‘Jazz’의 22.1개보다 많았다. 흰녹병저항성은 ‘Yes Holic’이 10%이하의 발병율인 3단계로 흰녹병이 저항성이 높은 것으로 확인되었다. 재배상 유의사항은 ‘Yes Holic’은 소등 후 야간온도를 18℃로 가온하면 고유화색 발현과 적당한 착화수 확보 및 균일한 개화가 가능하다. 그리고 여름철 고온기에는 ‘Yea Holic’의 총포에 잿빛곰팡이병이 주로 발생되므로 스크린과 포그를 활용하여 주간온도를 낮추고 봉오리 착색기에 전용 농약을 살포해 주어야 한다.