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Implementation of JDAM virtual training function using machine learning

  • You, Eun-Kyung;Bae, Chan-Gyu;Kim, Hyeock-Jin
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.11
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    • pp.9-16
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    • 2020
  • The TA-50 aircraft is conducting simulated training on various situations, including air-to-air and air-to-ground fire training, in preparation for air warfare. It is also used for pilot training before actual deployment. However, the TA-50 does not have the ability to operate smart weapon forces, limiting training. Therefore, the purpose of this study is to implement the TA-50 aircraft to enable virtual training of one of the smart weapons, the Point Direct Attack Munition (JDAM). First, JDAM functions implemented in FA-50 aircraft, a model similar to TA-50 aircraft, were analyzed. In addition, since functions implemented in FA-50 aircraft cannot be directly utilized by source code, algorithms were extracted using machine learning techniques(TensorFlow). The implementation of this function is expected to enable realistic training without actually having to be armed. Finally, based on the results of this study, we would like to propose ways to supplement the limitations of the research so that it can be implemented in the same way as it is.

Preliminary Study for Development of Pattern Identification Tool of Chronic Cough (만성기침 변증도구 개발을 위한 기초연구)

  • Kim, Kwan-il;Shin, Seung-won;Lee, Na-la;Lee, Beom-joon;Jung, Hee-jae;Jung, Sung-ki;Lee, Jun-hee
    • The Journal of Internal Korean Medicine
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    • v.36 no.1
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    • pp.22-39
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    • 2015
  • Objectives : The aim of this study was to develop a standard tool of pattern identification for chronic cough, which will be applied to clinical research. Methods : The items and structures of the instrument were based on reviews of textbooks and published literature. The advisor committee on this study consisted of 11 Korean respiratory internal medicine professors, one clinical fellow, and five clinicians with 10 years of experience. The questionnaire, which includes the signs and symptoms of chronic cough, was studied by the delphi method. Delphi examination was carried out via email, through evaluating the importance of symptoms included in each pattern. Results : We divided the pattern identification of chronic cough into five patterns: Wind-Cold, Phlegm-Turbidity, Liver-Fire, Lung Deficiency, and Kidney Yang Deficiency. By the Delphi method and a score evaluation, 38 items were chosen for pattern identification of chronic cough. Conclusions : Through this study, we created a Korean instrument for the pattern identification tool for chronic cough. We expect to apply this tool to subsequent research as its validity and reliability are further confirmed.

Effect of Sodium Chloride (NaCl) on the Mycelial Growth and Ascospore Germination of Rhizina undulata, the Root Rot Fungus of Coniferous Trees

  • Lee, Sun Keun;Lee, Dong Hyeon;Lee, Kyoung-Tae;Park, Yong Bae;Seo, Sang-Tae;Lee, Jong Kyu
    • Journal of Forest and Environmental Science
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    • v.31 no.4
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    • pp.312-316
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    • 2015
  • Rhizina undulata, the causal agent of Rhizina root rot, is a soil-borne fungus occurring on coniferous trees. The destruction of coastal forests caused by R. undulata infection has been mainly associated with bonfires at camping sites. However, Rhizina root rot was observed in the western coastal forests without fire. It was hypothesized that Rhizina root rot in this area might be closely related to the soil salinity, which can facilitate the growth and survival of R. undulata. So, the variation in sodium chloride (NaCl) resistance among isolates of Rhizina undulata was compared using liquid media containing different concentrations of NaCl ranging from 0 mM to 300 mM. Our results showed that, albeit of no growth at a higher concentration of NaCl (300 mM), most of R. undulata isolates were capable of germinating and grew at up to 100 mM, indicating that NaCl resistance varies among R. undulata isolates. It was further found that isolates from coastal areas seemed to be more tolerant to NaCl than those further away the coast. We demonstrated that R. undulata could be possible to survive in coastal areas, but was lower NaCl tolerance than other fungi.

A study on control method of DPF regeneration according to operation characteristics of Light Tactical Vehicle (전술차량 운용 특성에 따른 DPF 재생 제어 개선방안 연구)

  • Kim, Seon-Jin;Park, Jin-Won
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.6
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    • pp.689-695
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    • 2018
  • This paper presents the means of controlling the regeneration of a diesel particulate filter (DPF) that is mounted on tactical vehicles to satisfy exhaust gas standards. The DPF captures particulate matter in the exhaust gas and combusts the captured particulate matter. This process is regeneration, which is essential to the normal performance of the DPF. Bad regeneration causes degradation of vehicle performance; worse, it can lead to a vehicle fire. DPF regeneration is performed by control logic. If the regeneration control logic does not properly reflect the operating characteristics of the vehicle, DPF regeneration may not occur. Consequently, it is very important to ensure the DPF operates properly by reflecting the operating characteristics of the tactical vehicle. This study analyzes the operational characteristics of a tactical vehicle and the DPF, and adds proper DPF regeneration control logic. Additionally, this study is intended to simultaneously improve the additional problems that may occur from operating under the added regeneration control logic.

A Study on the Quality Properties of Alkali-activated cement free Mortar using Industrial by-products (산업부산물을 사용한 알칼리 활성 무시멘트 모르타르의 품질특성에 관한 연구)

  • Kwon, Yong-Hun;Kwon, Yeong-Ho;Lee, Dong-Gyu
    • Journal of the Korean Recycled Construction Resources Institute
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    • v.1 no.1
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    • pp.58-66
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    • 2013
  • This study investigated quality properties of alkali activated cement free mortar using industrial by-product such as cement kiln dust(CKD), silica fume(SF) and quartz sand powder(SP) to compare with previous research about blast furnace slag(BS) and fly ash(FA). The results were as following. All materials were effective to increase compressive strength, however they showed different tendency on flowability. CKD and SP increased flowability, but on the other hand SF did not because it's blain was great difference with other materials. Flowability and compressive strength were related with grading distributions of binders because CKD, SP and SF which had small particle size filled up BS and FA. Application of industrial by-products with various grading distributions could be effective for the high early strength and flowability of alkali activated cement free mortar using BS.

Antibacterial Activities against Plant Pathogens and Identification of Agrimol B from Agrimonia pilosa LEDEB (식물병원균에 대한 짚신나물 (선학초) 추출물의 항균활성과 Agrimol B의 동정)

  • Chun, Sung-Bong;Yang, Ba-Rom;Choi, Chun-Whan;Kim, Ik-Soo;Park, Kyung-Seok
    • The Korean Journal of Pesticide Science
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    • v.10 no.3
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    • pp.230-236
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    • 2006
  • Eighty-five percent methanol extract of Agrimonia pilosa has antibacterial activity against Pseudomonas syringae pv. lacrymans (bacterial leaf spot pathogen), Ralstonia solanacearum (tomato bacterial wilt pathogen) and Pseudomonas syringae pv. tabaci (Tobacco wild fire pathogen.). The active substance was purified by silica gel column chromatography and HPLC. The molecular weight of the active compound was determined by LC-Mass as 687.2. With NMR analysis, the active substance was identified as Agrimol B.

RETRIEVAL OF AEROSOL MICROPHYSICAL PARAMETER BY INVERSION ALGORITHM USING MULTI-WAVELENGTH RAMAN LIDAR DATA

  • Noh, Young-Min
    • Proceedings of the KSRS Conference
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    • 2007.10a
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    • pp.298-301
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    • 2007
  • Vertical distribution and optical properties of atmospheric aerosols above the Korean peninsula are quite important to estimate effects of aerosol on atmospheric environment and regional radiative forcing. For the first time in Korea, vertical microphysical properties of atmospheric aerosol obtained by inversion algorithm were analyzed based on optical data of multi-wavelength Raman lidar system developed by the Advanced Environmental Monitoring Research Center (ADEMRC), Gwangju Institute Science and Technology (GIST). Data collected on 14 June 2004 at Gwangju ($35.10^{\circ}N$, $126.53^{\circ}E$) and 27 May 2005 at Anmyeon island ($36.32^{\circ}N$, $126.19^{\circ}E$) were used as raw optical data for inversion algorithm. Siberian forest fire smoke and local originated haze were observed above and within the height of PBL, respectively on 14 June 2004 according to NOAA/Hysplit backstrajectory analysis. The inversion of lidar optical data resulted in particle effective radii around 0.32 ${\mu}m$, single scattering albedo between 0.97 at 532 nm in PBL and effective radii of 0.27 ${\mu}m$ and single scattering albedo of 0.92 above PBL. In the case on 27 May 2005, biomass burning from east China was a main source of aerosol plume. The inversion results of the data on 27 May 2005 were found to be particle effective radii between 0.24 ${\mu}m$, single scattering albedo around 0.91 at 532 nm. Additionally, the inversion values were well matched with those of Sun/sky radiometer in measurement period.

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Investigation Study of Information Improvement in Chemical Accident by Extraordinary Chemical Reaction (이상반응 화학사고 정보제공 개선 연구)

  • Kim, Sungbum;Lim, Myunghee;Park, Joongdon
    • Journal of the Society of Disaster Information
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    • v.11 no.2
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    • pp.219-225
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    • 2015
  • Hydrofluoric acid leakage accident was occurred on Dec. 2012 in Hube Global. That accident has bought many changes of response in national organizations. Chemical companies respond quickly even when small quantities leakage of chemicals and response agencies were put a lot of manpower and equipment in incident response. Incident response to the response activities of the agents is difficult if the accident substance was not identified. Unknown chemicals can be generated by the water for fire-fighting during the emergency response process. In this case, an additional information was needed for response of chemical accident to prevent of great damage. In this study, we investigated the improvement of chemical accident information by extraordinary chemical accident.

A Study on the Positive Economic Values of Rain After a Long Drought: for the Rainfall Case of 20~21 April, 2009 (오랜 가뭄 뒤 내린 비에 대한 긍정적 측면의 경제적 가치 연구: 2009년 4월 20~21일 강수 사례 중심으로)

  • Lee, Young-Gon;Kim, Baek-Jo;Cha, Kee-Uk;Park, Gil-Un;Ryoo, Kyong-Sik
    • Atmosphere
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    • v.20 no.2
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    • pp.173-186
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    • 2010
  • The impact of the precipitation has been focused on losses in social and economical sectors. However, as growing the concerns of the future water shortage caused by the climate change, the precipitation should be consider in various views for an effective planning in the water resource management. A precipitation case occurred from 20 to 21 April 2009 was recorded as a welcome rain because it reduced the severe drought continued in Korea from winter season of 2008. In this study, economic values of the event was calculated with positive aspects in various sectors. The estimation is based on four major parts such as a secure of water resources, the improvement of air quality, the decrease of forest fires, and the reduction of the drought impact. The water resources only considered inflow waters into dams and the reservoirs managed by Korean public institutions and their economic values accounts for 5.92 billion won. Decreases of four air pollutants($PM_{10}$, $NO_2$, CO, and $SO_2$) were considered as the positive effects of the rainfall and estimated 175.4 billion won. The preventive effect of the forest fire after the rainfall results in 0.48 billion won. Finally, the rainfall during the drought period is effective to reduce the social costs of 108.65 billion won. Although the economic values estimated in this study explain parts of the positive effects of the precipitation, it can help to develop a comprehensive and systematic valuation system for the whole process of the precipitation. For doing this, various rainfall types should be analyzed in social-economic terms including economics, environments and hydrology.

A Study on the Optimized Design of the Helmets for Fire and Gas Safety (소방.가스안전용 헬멧의 최적설계에 관한 연구)

  • Cho, Seung-Hyun;Kim, Do-Hyun;Kim, Chung-Kyun
    • Journal of the Korean Institute of Gas
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    • v.12 no.3
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    • pp.24-30
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    • 2008
  • In this paper, the stress and strain characteristics of a helmet shell structure have been analyzed by using the finite element method and Taguchi's design method as functions of the material properties, the thickness of a helmet, the thickness and the number of a bead frame. The optimized design of the helmets for a firefighter and a gas worker is very important for increasing the strength safety and an impact energy absorption capacity of a helmet shell due to an impulsive external force. Thus, the optimized design data of the helmet indicated that the uniform thickness of a helmet shell may be reduced for reducing the total weight of a helmet and increasing the strain energy absorption rate, but the thickness and the number of a bead frame would be increased for increasing the impact strength of the helmet.

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