• 제목/요약/키워드: Jeongho Kim

검색결과 154건 처리시간 0.027초

강화학습 기반 무인항공기 이동성 모델에 관한 연구 (Research on Unmanned Aerial Vehicle Mobility Model based on Reinforcement Learning)

  • 김경훈;조민규;박창용;김정호;김수현;선영규;김진영
    • 한국인터넷방송통신학회논문지
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    • 제23권6호
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    • pp.33-39
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    • 2023
  • 최근 비행 애드-훅 네트워크(Flying Ad-hoc Network) 환경에서 강화학습을 이용한 통신 성능 개선과 이동성 모델 설계에 관한 연구가 진행되고 있다. 무인항공기(UAV)에서의 이동성 모델은 움직임을 예측하고 제어하기 위한 핵심요소로 주목받고 있다. 본 논문에서는 무인항공기가 운용되는 3차원 가상 환경을 구현하고, 무인항공기의 경로 최적화를 위해 푸리에 기저 함수 근사를 적용한 Q-learning과 DQN 두 가지 강화학습 알고리즘을 적용하여 모델을 설계 및 성능을 분석하였다. 실험 결과를 통해 3차원 가상 환경에서 DQN 모델이 Q-learning 모델 대비 최적의 경로 탐색에 적합한 것을 확인하였다.

유한요소법을 이용한 type 4 수소저장용기용 고정 장치의 구조적 안전성 분석에 관한 연구 (A Study on the Structural Safety Analysis of Neck Mount Block of Type 4 Hydrogen Storage Vessel by Finite Element Method)

  • 김건우;김혜원;박한민;이정호;윤수진;이한수;김종열;이석진;유계형;윤영길;김한상
    • 한국수소및신에너지학회논문집
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    • 제35권2호
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    • pp.195-204
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    • 2024
  • The study involves a finite element analysis to evaluate the structural integrity of the neck mount block for a type 4 hydrogen storage vessel, with the aim of enhancing its strength and rigidity. The existing neck mount block consists of a fixed part and a sliding part, each comprising a body block for load support, a screw part for neck boss fixation, and bolts. To analyze the vulnerabilities of the neck mount block under bolt fastening and load conditions relative to vehicle travel directions, a structural analysis process was developed. Comparative analysis between the enhanced design and the existing model was performed, resulting in improved strength and rigidity. The objective is to provide guidance for the current product development and to offer fundamental data for the design and structural analysis of future development projects.

Meat Quality Traits of Pigs Finished on Food Waste

  • Choe, Jihwan;Moyo, Knowledge M.;Park, Kibum;Jeong, Jeongho;Kim, Haeun;Ryu, Yungsun;Kim, Jonggun;Kim, Jun-mo;Lee, Sanghoon;Go, Gwang-woong
    • 한국축산식품학회지
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    • 제37권5호
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    • pp.690-697
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    • 2017
  • Despite the benefits associated with the use of food waste (FW), there are mixed consumer perceptions regarding pork quality harvested from pigs fed FW. Twenty crossbred pigs were selected for the present study. Ten pigs were fed a conventional diet (control group), and the other 10 pigs were given a conventional diet and FW (FW group) during different growth stages. Meat quality in the FW group showed deteriorative qualities with higher lightness and yellowness synonymous to pale soft exudative meat. Drip loss in the experimental group was significantly higher than that in the control group (p<0.01). The contents of polyunsaturated fatty acids in the FW group were higher and those of saturated and monounsaturated fatty acids were lower than those in the control group. The contents of thiobarbituric acid were significantly different between the control and FW groups (p<0.05). There was also a significant difference between the control and FW groups in terms of off-flavor (p<0.05) after sensory evaluation. To conclude, the off-flavor noted, including other inferior pork quality traits, in the FW group implies that FW should not be used as swine feed.

이동측정차량을 활용한 부천시 대기오염의 공간 분포 특성 연구 (A study on spatial distribution characteristics of air pollutants in Bucheon-si using mobile laboratory)

  • 김종범;김창혁;노수진;황은영;박덕신;이정주;김정호
    • 한국입자에어로졸학회지
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    • 제17권1호
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    • pp.9-20
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    • 2021
  • As a large city advanced, the urban environment is becoming an issue. The contribution of vehicle emissions in air pollutants was very high according to the clean air policy support system (CAPSS). In order to improve the air quality in large cities, it is necessary to establish improvement measures by sources, analyzing the air quality of roadside. We divided Bucheon city into 4 regions to investigate the roadside pollutants of each district using the mobile laboratory (ML) and air quality monitoring station (AQMS). ML was used to measure pollutants emitted from vehicles and AQMS data was used as a comparison group of ML data. As a measurement result of pollutants in the roadside, the concentration of air pollutants in industrial & engineering complex area was the highest and concentration of air pollutants in residential & forest complex area was lower. By street, Bucheon-ro, Sinheung-ro, Sosa-ro, and Gyeongin-ro were identified as high concentrations. Therefore, further researches on preparing management measures for roads in the hot-spot area are needed.

인공신경망을 이용한 공대지 유도폭탄의 투하가능영역 산출 (Computation for Launch Acceptability Region of Air-to-Surface Guided Bomb Using Artificial Neural Network)

  • 김성균;박정호;박상혁;이승필;김길훈
    • 한국항공우주학회지
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    • 제46권4호
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    • pp.283-289
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    • 2018
  • 투하 가능 영역(LAR)은 표적에 성공적으로 명중하기 위한 영역을 의미하여, 항공기에서 실시간으로 계산되어 조종사가 인지할 수 있도록 시현해 주어야한다. LAR는 폭탄의 투하 조건, 표적의 탄착조건, 비행 시의 대기조건에 따라 변경된다. 본 논문에서는 인공신경망을 이용한 LAR 모델의 계산방법을 제시하였다. 기존의 LAR 모델에서 각 조건들을 변화하여 학습데이터를 생성하였으며, 인공신경망 학습을 통해 LAR 모델을 도출하였다. 기존 LAR 모델의 결과 데이터와 새로운 LAR 모델의 결과 데이터의 차이를 비교하여 모델의 정확도를 확인하였고, 계산시간을 비교하여 새로운 LAR 모델의 항공기에서 실시간 계산 가능성을 확인하였다.

소형 셀 환경에서 유틸리티 최대화를 위한 분산화된 방법의 기지국 전송 전력 제어 (Distributed BS Transmit Power Control for Utility Maximization in Small-Cell Networks)

  • 이창식;김지환;곽정호;김은경;정송
    • 한국통신학회논문지
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    • 제38A권12호
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    • pp.1125-1134
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    • 2013
  • 최근 많은 수의 모바일 유저와 과도한 트래픽 증가를 해결하기 위한 솔루션으로 피코 혹은 펨토 셀과 같은 소형 셀을 설치하는 방법이 주목 받고 있다. 그러나 소형 셀에 속한 엣지 유저들은 주변 기지국으로부터 극심한 셀간 간섭을 받기 때문에 낮은 평균 전송률을 얻게 되고, 이를 해결하기 위해서는 셀 간 간섭을 효과적으로 관리하는 방법이 필요하다. 최근의 많은 연구들은 셀 간 간섭 관리를 위해 기지국의 전송 전력을 제어하는 알고리즘을 제시하였지만, 제시된 방법들은 높은 복잡도를 가지고 중앙 기지국의 도움을 필요로 한다는 단점이 있다. 본 연구에서는 기지국간의 경쟁을 기반으로 하여, 낮은 복잡도를 가지는 분산화된 방법의 기지국 전송 전력 on/off 제어 및 유저 스케줄링 알고리즘을 제안한다. 시뮬레이션 결과를 통해, 제안하는 방법이 셀 간 간섭 관리를 하지 않는 방법에 비해 셀 엣지 유저의 경우 170%의 성능 개선을 보이고, 최적의 알고리즘과 비교 했을 때 88-96%에 달하는 geometric average throughput (GAT) 성능 및 매우 근접한 average edge user throughput (AET) 성능을 보임을 검증한다.

Downregulation of Hepatic De Novo Lipogenesis and Adipogenesis in Adipocytes by Pinus densiflora Bark Extract

  • Ahn, Hyemyoung;Jeong, Jeongho;Moyo, Knowledge Mudhibadi;Ryu, Yungsun;Min, Bokkee;Yun, Seong Ho;Kim, Hwa Yeon;Kim, Wooki;Go, Gwang-woong
    • Journal of Microbiology and Biotechnology
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    • 제27권11호
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    • pp.1925-1931
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    • 2017
  • Korean red pine (Pinus densiflora) bark extract, PineXol (PX), was investigated for its potential antioxidant and anti-inflammation effects in vitro. It was hypothesized that PX treatment ($25-150{\mu}g/ml$) would reduce the lipid synthesis in HepG2 hepatocytes as well as lipid accumulation in 3T3-L1 adipocytes. Hepatocytes' intracellular triglycerides and cholesterol were decreased in the PX $150{\mu}g/ml$ treatment group compared with the control (p < 0.05). Consequently, de novo lipogenic proteins (acetyl-CoA carboxylase 1, stearoyl-CoA desaturase 1, elongase of very long chain fatty acids 6, glycerol-3-phosphate acyltransferase 1, and sterol regulatory element-binding protein 1) were significantly decreased in hepatocytes by PX $150{\mu}g/ml$ treatment compared with the control (p < 0.05). In differentiated 3T3-L1 adipocytes, the lipid accumulation was significantly attenuated by all PX treatments (p < 0.01). Regulators of adipogenesis, including CCAAT-enhancer-binding proteins alpha, peroxisome proliferatoractivated receptor gamma, and perilipin, were decreased in PX $100{\mu}g/ml$ treatment compared with the control (p < 0.05). In conclusion, PX might have anti-obesity effects by blocking hepatic lipogenesis and by inhibiting adipogenesis in adipocytes.

외국어 고등학교 화학 수업에서 거꾸로 교실의 적용 가능성에 대한 탐색적 연구 (An Exploratory Study on the Applicability of Flipped Chemistry Classroom in a Foreign Language High School)

  • 김지영;김학범;차정호
    • 대한화학회지
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    • 제64권3호
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    • pp.189-195
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    • 2020
  • 이 연구에서는 외국어 고등학교의 화학 I 수업에서 거꾸로 수업의 효과를 탐색하였다. 광역시에 소재한 외국어 고등학교의 1학년 176명(남학생 43명, 여학생 133명)을 대상으로 한 학기 동안 거꾸로 수업을 적용한 후 그 효과를 인지적·정의적 측면에서 조사하였다. 수업 전에 학생들에게 활동지를 제공하여 학습 내용을 요약하도록 하였고 수업 중에는 학생 참여형 활동을 진행하였다. 한 학기 동안 거꾸로 수업을 운영한 후, 중간고사 및 기말고사 점수를 분석하였고, 화학 교과 및 수업 방식에 대한 인식을 설문을 통해 조사하였다. 중간고사 및 기말고사 점수를 분석한 결과, 거꾸로 수업이 인지적 측면에서 효과적일 가능성을 보여주었으며, 화학 교과 및 거꾸로 수업에 대한 태도와 같이 정의적 측면에서도 긍정적인 인식이 조사되었다. 특히 학생들은 거꾸로 수업이 자기 주도 학습과 메타학습을 증진시켰다고 응답하였다. 이러한 결과를 바탕으로 교육학적 함의를 논의하였다.

HSV-1 ICP27 represses NF-κB activity by regulating Daxx sumoylation

  • Kim, Ji Ae;Choi, Mi Sun;Min, Jung Sun;Kang, Inho;Oh, Jeongho;Kim, Jin Chul;Ahn, Jeong Keun
    • BMB Reports
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    • 제50권5호
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    • pp.275-280
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    • 2017
  • Herpes simplex virus type 1 ICP27 is a multifunctional protein responsible for viral replication, late gene expression, and reactivation from latency. ICP27 interacts with various cellular proteins, including Daxx. However, the role of interaction between ICP27 and Daxx is largely unknown. Since Daxx is known to repress $NF-{\kappa}B$ activity, there is a possibility that ICP27 may influence the inhibitory effect of Daxx on $NF-{\kappa}B$ activity. In this study, we tested whether ICP27 affects the $NF-{\kappa}B$ activity through its interaction with Daxx. Interestingly, ICP27 enhanced the Daxx-mediated repression of $NF-{\kappa}B$ activity. In addition, we found that sumoylation of Daxx regulates its interaction with p65. ICP27 binds to Daxx, inhibits Daxx sumoylation, and enhances p65 deacetylation induced by Daxx. Consequently, ICP27 represses the $NF-{\kappa}B$ activity, by elevating the inhibitory effect of Daxx on $NF-{\kappa}B$ activity through desumoylation of Daxx.

A New Streptothricin Family Antibiotic Producing Streptomyces Spp. Snus 8810-111 ; Characterization of The Producing Organisms, Fermentation, Isolation, and Structure Elucidation of Antibioitics

  • Goo, Yang-Mo;Kim, Ok-Yun;Joe, Young-Ae;Lee, Young-Bok;Ju, Jeongho;Kim, Beom-Beom-Tae;Lee, Youn-Young
    • Archives of Pharmacal Research
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    • 제19권2호
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    • pp.153-159
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    • 1996
  • A new streptothricin family antibiotic producing Streptomyces spp. SNUS 8810-111 was isolated from a soil sample. Study of its morphological and physiological characters indicated that the antibiotic producing organism was a Streptomyces spp. Taxonomical studies suggested that the organism might belong to the genus streptomyces gougeroti. The organism produced antibiotics most in calcium carbonate-tryptic soy broth. The active principles were recovered from the broth with a cation exchange resin and eluted from the resin with HCI. Cellulose column chromatography gave two active principles.$^1H-^1H$ Homo-COSY study on the first compound revealed four structural components. Total hydrolysis of the antibiotic with HCI allowed isolation of $\beta-lysine$. From these data the antibiotic was found to be streptothricin D. The other compound showed one additional signal in the .$^1H$NMR and the $^{13}C$ NMR spectra. The signal was from a methyl group attached to a nitrogen atom. Comparison of the NMR signals with those of streptothricin D suggested that the compound was N-methyl-streptothricin D which was a new compound in the family of streptothricin antibiotics.

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