• 제목/요약/키워드: military decision making

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LVC 합성전장 훈련체계 효과도 측정 프레임워크 개발 (Development of Framework for Effectiveness Measurement of LVC Synthetic Battlefield Training System)

  • 권기범;민승인;이관중;설현주;오지현;심인보
    • 한국군사과학기술학회지
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    • 제21권5호
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    • pp.704-713
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    • 2018
  • The purpose of this study is to develop a systematic framework that can scientifically and quantitatively evaluate the effectiveness of an LVC training system. The proposed framework is based on QFD(Quality Function Development) methodology. The process of developing the framework begins with identifying various needs of stakeholders related to the introduction of the LVC training system. Then the effectiveness areas and factors are derived based on the needs. The measured effectiveness for each factors on alternatives by L, V, C systems are finally synthesized into the one overall effectiveness of each training system for relative comparison among them. In addition, we developed an Excel$^{TM}$-based tool based on the proposed framework methodology to provide an ease-of-use environment for rapid evaluation on the effectiveness of each training system with the given stakeholder need importance combinations, training scenarios and assets. The suggested framework and the measurement tool are expected to be useful for efficient knowledge-based decision making on an acquisition of the LVC training system.

DEA 모형을 활용한 국내 발전회사의 효율성 평가 (An Efficiency Evaluation of Korea's Electric Power Generation Industries using DEA model)

  • 고승철;심광식;김재윤
    • 한국국방경영분석학회지
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    • 제34권1호
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    • pp.61-77
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    • 2008
  • 본 연구에서는 의사결정기관의 상대적 효율성을 측정할 수 있는 유용한 기법으로 알려진 DEA 모형을 이용하여 국내 6개 발전회사의 효율성을 비교 분석하였다. 투입방향 CCR 및 BCC 모형에 의해서 분석된 연구 결과로는 첫째, 총 발전설비용량을 투입변수로 사용하였을 때와 각 발전원별로 설비용량을 구분하여 투입변수로 사용하였을 때와 서로 다른 연구결과를 얻었다. 이는 각 발전설비의 고정비(발전설비)와 변동비(연료비) 특성이 감안된 결과로 생각된다. 둘째, 본 연구에서 논의된 발전원별 투입변수가 중장기 발전설비용량 확장계획 기간의 효율성 평가에 사용되면 각 발전회사의 효율성은 현재 수준보다 높아질 것이다. 본 연구는 발전회사의 효과적인 경영활동을 위한 유익한 정보를 제공할 수 있을 것으로 기대된다.

Link-16 기반의 효율적인 공대지 항공작전 모델 설계 (Establishment for Efficiency Air-To-Ground Air Operation Model in Link-16)

  • 이형헌;장형준;김영구;임재성
    • 한국군사과학기술학회지
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    • 제13권5호
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    • pp.861-868
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    • 2010
  • As CAS, X-ATK, and INT models considered as the most typical Air-to-Ground operation models in ROKAF are mainly designed as the voice-centered system between aircraft and ground control facilities, it is critical to newly develop the Link-16 based model for the ROK-US combined operation between F-15K, AWACS, M-SAM, and KDX-III equipped with Link-16. Former studies had been limited to the CAS operation, and they had mainly focused on reducing the voice transmission time to exchange the information between each mission step with maintaining existing operation steps. Therefore, this paper makes up the weak point in former studies, thereby designing new Air-to-Ground operation model for CAS, X-ATK, INT mission using Enterprise Architecture OV6c, which enables both aircraft and ground control facilities or between aircraft to obtain the real-time information on the location, identification, armament and the real-time image data through the broadcasting function. Based on the analysis of new operation model, we come to a conclusion that by simultaneously exchanging the information on mission between nodes concerned through the broadcasting function of Link-16. It is possible to cut down superfluous steps among the mission steps, and to reduce the mission time. It is clear that it gives rise to improve the battle efficiency and the decision-making tempo as well as the battlefield situational awareness.

다단계 DEA 모형을 활용한 공급망 품질경영 효율성 분석: 국내 방산업체를 대상으로 (An Efficiency Analysis of Supply Chain Quality Management Using the Multi-stage DEA Model: Focused on the Domestic Defense Industry Companies)

  • 전계룡;유한주
    • 품질경영학회지
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    • 제47권1호
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    • pp.163-186
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    • 2019
  • Purpose: The purpose of this study was to present a methodology for assessing the efficiency of supply chain quality management considering characteristics of defense industries to provide academic and policy implications for strengthening quality competitiveness of military supplies. Methods: Using the defense industry's empirical data, conduct an efficiency evaluation by utilizing a multi-stage DEA/Entropy Model for defense industries subject to the quality level survey of military goods manufacturers in 2017. Results: The results of this study are as follows; the first step of the multi-stage DEA model, Quality Management Performance Efficiency Analysis, shows that the CCR model and the BCC model are more efficient than the parent company. the second stage of the multi-stage DEA model showed that the CCR model was slightly more efficient than the parent company and the BCC model was more efficient than the parent.the overall efficiency value of the multistage DEA model, calculated by multipointing the efficiency value of the first stage by the second stage, was more efficient than the parent. Conclusion: The results of this study show that the efficiency of supply chian quality management performance and profitability in the defense industry can be analyzed for the first time using the multistage DEA/Entropy model to identify specific inefficiencies and support objective decision making.

무기체계 부품 표준화를 위한 부품관리 방안 (Parts Management Method for Weapon System Parts Standardization)

  • 정현우;심보현
    • 한국산학기술학회논문지
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    • 제22권2호
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    • pp.409-417
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    • 2021
  • 무기체계 부품 표준화는 부품 관리의 요소 중 하나로써 무기체계의 획득 및 운영유지 비용절감, 신뢰성 강화, 상호운용성 향상, 부품 단종 문제 완화, 물류 효율 향상, 군의 전투 준비태세 강화를 위한 중요한 요소이다. 이 연구의 목적은 국내 연구개발 무기체계의 부품, 국외 도입 무기체계 부품 및 여러 상용부품들을 표준화 관점에서 어떻게 관리를 하고 있는지 조사 및 분석하여, 부품 표준화를 위한 부품 관리 방안을 연구하고, 이를 향후 업무에 활용하여 우리 군의 무기체계에 체계적인 부품 표준화를 이루기 위한 것이다. 이를 위해 무기체계 부품 표준화를 위한 요소가 어떤 것이 있는지 조사 및 분석하였고, 이를 의사결정 기법의 하나인 AHP(Analytic Hierarchy Process)를 활용하여 각 요소들의 중요도 및 가중치를 산출하고, 이를 활용한 설계단계 표준부품 선정 방안을 연구하였다. 이를 통해 그동안 설계자 및 담당자의 경험과 주관적 판단에 의존하여 이루어지던 표준부품 선정 과정을 개선하여 체계적이고 객관적인 무기체계 부품 표준화 방안을 제시하였다.

성능요인에 따른 무기체계 적정가격 추정방안 연구: 헬기발사형 대전차 유도무기를 중심으로 (A Study on the Estimation of the Proper Price of Weapon System by Performance Factors: Focused on Heli-Launched Anti-Tank Guided Missiles)

  • 박상현;강언비;전정환
    • 한국군사과학기술학회지
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    • 제24권1호
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    • pp.133-143
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    • 2021
  • In government procurement programs, cost estimation and analysis support funding decisions and are the basis for other major decisions, too. Such estimating and analyzing the cost of the weapon systems are crucial in execution of the defense budget. However, existing cost estimations and analyses have focused on domestic R&D projects, thus those are not valid in application to foreign weapon acquisitions. This study aims at foreign weapon systems that are acquired from Direct Commercial Sales. Because the data for price estimation of a foreign weapon is usually not available, we suggest a price estimation model based on performance factors of the weapon. In this study, the proper price of the weapon system is estimated using the parametric cost estimating model. Using the data of helicopter-launched anti-tank guided missiles worldwide, we analyze the effect of each performance factor on the weapon system price by regression analysis, and use step-wise and ridge regression analysis to remove multi-collinearity. This study hopefully contributes to more reasonable decision making on proper price of weapons.

국가위기관리를 위한 인공지능 활용 가능성에 관한 고찰: 인공지능 운용과 연구개발 사례를 중심으로 (A Study on the Possibility of Utilizing Artificial Intelligence for National Crisis Management: Focusing on the Management of Artificial Intelligence and R&D Cases)

  • 최원상
    • 디지털융복합연구
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    • 제19권3호
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    • pp.81-88
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    • 2021
  • 현대사회는 다양한 형태의 위기에 노출되어 있다. 특히, 9·11테러 이후로 각 국가는 비군사적 위기에 대한 관리의 비중이 점차 커지고 있다. 이에 본 연구에서는 제4차 산업혁명시대에서 국가위기관리를 위해 인공지능(AI)을 활용하는 방안에 관한 고찰을 목적으로 한다. 이를 위해 인간의 의사결정을 지원해주기 위해 운용되고 연구개발(R&D) 중인 인공지능(AI)의 실효성을 분석하여 인공지능(AI)을 국가위기관리에 활용 가능성을 살펴보았다. 연구결과, 인공지능(AI)은 데이터에 근거한 객관적인 상황 판단과 최적의 대응 방안을 정책결정권자에게 제시해주어 급박한 위기 상황에서 정책결정권자의 결정행위를 지원해주는 것이 가능하여 인공지능(AI)을 국가위기관리에 활용하는 것이 효율적임을 알 수 있었다. 이러한 연구결과는 신속하고 효율적인 국가위기 대응을 위해 인공지능(AI) 활용의 가능성을 제시해 준다.

공대공 전투 모의를 위한 규칙기반 AI 교전 모델 개발 (The Development of Rule-based AI Engagement Model for Air-to-Air Combat Simulation)

  • 이민석;오지현;김천영;배정호;김용덕;지철규
    • 한국군사과학기술학회지
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    • 제25권6호
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    • pp.637-647
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    • 2022
  • Since the concept of Manned-UnManned Teaming(MUM-T) and Unmanned Aircraft System(UAS) can efficiently respond to rapidly changing battle space, many studies are being conducted as key components of the mosaic warfare environment. In this paper, we propose a rule-based AI engagement model based on Basic Fighter Maneuver(BFM) capable of Within-Visual-Range(WVR) air-to-air combat and a simulation environment in which human pilots can participate. In order to develop a rule-based AI engagement model that can pilot a fighter with a 6-DOF dynamics model, tactical manuals and human pilot experience were configured as knowledge specifications and modeled as a behavior tree structure. Based on this, we improved the shortcomings of existing air combat models. The proposed model not only showed a 100 % winning rate in engagement with human pilots, but also visualized decision-making processes such as tactical situations and maneuvering behaviors in real time. We expect that the results of this research will serve as a basis for development of various AI-based engagement models and simulators for human pilot training and embedded software test platform for fighter.

EFFICIENT USN MIDDLEWARE FOR ASSET TRACKING

  • Kim, Kwang-Soo;Kim, Min-Soo;Jo, Jung-Hee;Pyo, Cheol-Sig;Park, Shin-Young
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2007년도 Proceedings of ISRS 2007
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    • pp.361-364
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    • 2007
  • A small sized device with computing, communicating, sensing capability is changing our life. It will be deployed in the world and acquire a lot of data from the world. It is used for various applications such as military surveillance, environmental monitoring, structure health monitoring, building management, asset tracking, etc. In this paper we focus on USN middleware for asset tracking. A mobile asset is moving here and there within a specific area. The USN middleware tracks the mobile assets in real-time by using sensor nodes and notify their current positions to a user. To achieve the goal, the USN middleware provides some features related to the positions of mobile assets.. They are storing location data by using 3D indexing method, retrieving them by using spatio-temporal query, making trace of an asset, and retrieving the history data of an asset. In the paper, we developed USN middleware to adapt the requirements of asset tracking. It can help users increase the efficiency of their business related to mobile assets and make a valuable decision.

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지능형 사이버공격 대비 상황 탄력적 / 실행 중심의 사이버 대응 메커니즘 (A situation-Flexible and Action-Oriented Cyber Response Mechanism against Intelligent Cyber Attack)

  • 김남욱;엄정호
    • 디지털산업정보학회논문지
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    • 제16권3호
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    • pp.37-47
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    • 2020
  • The In the 4th industrial revolution, cyber space will evolve into hyper-connectivity, super-convergence, and super-intelligence due to the development of advanced information and communication technologies, which will connect the nation's core infrastructure into a single network. As applying the 4th industrial revolution technology to the cyber attack technique, it is evolving in an intelligent and sophisticate method. In order to response intelligent cyber attacks, it is difficult to guarantee self-defense in cyberspace by policy-oriented, preplanned-centric and hierarchical cyber response strategies. Therefore, this research aims to propose a situation-flexible & action-oriented cyber response mechanism that can respond flexibly by selecting the most optimal smart security solution according to changes in the cyber attack steps. The proposed cyber response mechanism operates the smart security solutions according to the action-oriented detailed strategies. In addition, artificial intelligence-based decision-making systems are used to select the smart security technology with the best responsiveness.