• Title/Summary/Keyword: Operation scenario

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Design of Scenario Creation Model for AI-CGF based on Naval Operations, Resources Analysis Model(I): Evolutionary Learning (해군분석모델용 AI-CGF를 위한 시나리오 생성 모델 설계(I): 진화학습)

  • Hyun-geun, Kim;Jung-seok, Gang;Kang-moon, Park;Jae-U, Kim;Jang-hyun, Kim;Bum-joon, Park;Sung-do, Chi
    • Journal of the Korea Institute of Military Science and Technology
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    • v.25 no.6
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    • pp.617-627
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    • 2022
  • Military training is an essential item for the fundamental problem of war. However, there has always been a problem that many resources are consumed, causing spatial and environmental pollution. The concepts of defense modeling and simulation and CGF(Computer Generated Force) using computer technology began to appear to improve this problem. The Naval Operations, Resources Analysis Model(NORAM) developed by the Republic of Korea Navy is also a DEVS(Discrete Event Simulation)-based naval virtual force analysis model. The current NORAM is a battle experiment conducted by an operator, and parameter values such as maneuver and armament operation for individual objects for each situation are evaluated. In spite of our research conducted evolutionary, supervised, reinforcement learning, in this paper, we introduce our design of a scenario creation model based on evolutionary learning using genetic algorithms. For verification, the NORAM is loaded with our model to analyze wartime engagements. Human-level tactical scenario creation capability is secured by automatically generating enemy tactical scenarios for human-designed Blue Army tactical scenarios.

Evaluation of stream flow and water quality behavior by weir operation in Nakdong river basin using SWAT (SWAT을 이용한 낙동강유역의 보 개방에 따른 하천유량 및 수질 거동 분석)

  • Lee, Ji Wan;Jung, Chung Gil;Woo, So Young;Kim, Seong Joon
    • Journal of Korea Water Resources Association
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    • v.52 no.5
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    • pp.349-360
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    • 2019
  • The purpose of this study is to evaluate the stream flow and water quality (SS, T-N, and T-P) behavior of Nakdong river basin ($23,609.3km^2$) by simulating the dam and weir operation scenarios using SWAT (Soil and Water Assessment Tool). The operation senarios are the simultaneous release for all dam and weirs (scenario 1), simultaneous release for all weirs (scenario 2), and sequential release for the weirs with one month interval from upstream weirs (scenario 3). Before evaluation, the SWAT was calibrated and validated using 11 years (2005-2015) daily multi-purpose dam inflow at 5 locations (ADD, IHD, HCD, MKD, and MYD), multi-function weir inflow at 7 locations (SHW, GMW, CGW, GJW, DSW, HCW, and HAW), and monthly water quality monitoring data at 6 locations (AD-4, SJ-2, EG, HC, MK-4, and MG). For the two dam inflow and dam storage, the Nash-Sutcliffe efficiency (NSE) was 0.56~0.79, and the coefficient of determination ($R^2$) was 0.68~0.90. For water quality, the $R^2$ of SS, T-N, and T-P was 0.64~0.79, 0.51~0.74, and 0.53~0.72 respectively. For the three scenarios of dam and weir release combination suggested by the ministry of environment, the scenario 1 and 3 operations were improved the stream water quality (for T-N and T-P) within the 3 months since the time of release, but it showed the negative effect for 3 months after compared to scenario 2.

Analysis of the Prediction of Operation Processes based on Mode of Operation for Ships: Applying Delphi method

  • HyeRi Park;JeongMin Kim
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.10
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    • pp.267-275
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    • 2023
  • The digital transformation of the shipbuilding, shipping, and logistics sectors is predicted to lead to the introduction of autonomous ships and changes in the way ships are operated. The co-existence of various operation forms, such as autonomous operation and remote operation, with the existing operation methods is expected to lead to the transformation of the ship operation process and the emergence of new stakeholders. This paper studies the future ship operation process according to the change in ship operation method, predicts the change in the operating environment of future ships, and derives functional requirements by major tasks and stakeholders. The Delphi technique is applied to construct a ship operation scenario from the planning stage of voyage and cargo transport to the stage of arrival at the final destination port and discharge of cargo, and to predict future work changes by task and actor. Seafarers' activities are expected to be minimised by remote and autonomous operation, and experts in each field are expected to have responsibilities and tasks in different aspects of ship operation.

Scenario-based Vulnerability Assessment of Hydroelectric Power Plant (시나리오 기반 수력플랜트 설비의 취약성 평가)

  • Nam, Myeong Jun;Lee, Jae Young;Jung, Woo Young
    • Journal of Korean Society of Disaster and Security
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    • v.14 no.1
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    • pp.9-21
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    • 2021
  • Recently, the importance of eco-friendly power generation facility using renewable energy has newly appeared. Hydropower plant is a very important source of electricity generation and supply which is very important to secure safety because it is commonly connected with multi facility and operated on a large scale. In this study, a scenario-based analysis method was suggested to assess vulnerability of a penstock system caused by water hammer commonly occurred in the operation of hydropower plants. A hypothetical hydropower plant was used to demonstrate the applicability of a transient analysis model. In order to verify reliability of the model, the prediction of pressure behaviors were compared with the results of commercial model (SIMSEN) and measured data, then a real hydroelectric power plant was applied to develop all potential water hammer scenarios during the actual operation. The scenario-based simulation and vulnerability assessment for water hammer in the penstock system were performed with internal and external load conditions. The simulation results indicated that the vulnerability of a penstock system was varied with the operating conditions of hydropower facilities and significantly affected by load combination consisting of different load scenarios. The proposed numerical method could be an useful tool for the vulnerabilityty assessment of the hydropower plants due to water hammer.

Development of Spent Nuclear Fuel Transportation Worker Exposure Scenario by Dry Storage Methods (건식 저장방식별 사용후핵연료 운반 작업자 피폭시나리오 개발)

  • Geon Woo Son;Hyeok Jae Kim;Shin Dong Lee;Min Woo Kwak;Kwang Pyo Kim
    • Journal of Radiation Industry
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    • v.18 no.1
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    • pp.43-52
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    • 2024
  • Currently, there are no interim storage facilities and permanent disposal facilities in Korea, so all spent nuclear fuels are temporarily stored. However, the temporary storage facility is approaching saturation, and as a measure to this, the 2nd Basic Plan for the Management of High-Level Radioactive Waste presented an operation plan for dry interim storage facilities and dry temporary storage facilities on the NPP on-site. The dry storage can be operated in various ways, and to select the optimal dry storage method, the reduction of exposure for workers must be considered. Accordingly, it is necessary to develop a worker exposure scenario according to the dry storage method and evaluate and compare the radiological impact for each method. The purpose of this study is to develop an exposure scenario for workers transporting spent nuclear fuel by dry storage method. To this end, first, the operation procedure of the foreign commercial spent nuclear fuel dry storage system was analyzed based on the Final Safety Analysis Report (FSAR). 1) the concrete overpack-based system, 2) the metal overpack-based system, and 3) the vertical storage module-based system were selected for analysis. Factors were assumed that could affect the type of work (working distance, working hours, number of workers, etc.) during transportation work. Finally, the work type of the processes involved in transporting spent nuclear fuel by dry storage method was set, and an exposure scenario was developed accordingly. The concrete overpack method, the metal overpack method, and the vertical storage module method were classified into a total of 31, 9, and 23 processes, respectively. The work distance, work time, and number of workers for each process were set. The product of working hours and number of workers (Man-hour) was set high in the order of concrete overpack method, vertical storage module method, and metal overpack method, and short-range work (10 cm) was most often applied to the concrete overpack method. The results of this study are expected to be used as basic data for performing radiological comparisons of transport workers by dry storage method of spent nuclear fuel.

On the Development of Preventive Electrical Safety Plan Using Operation Concept Document (시스템 운용 개념서 활용을 통한 예방적 전기안전 계획서 개발에 관한 연구)

  • Lee, Byoung-Gil;Lee, Jae-Chon;Shin, Heung-Sik
    • Journal of the Korea Safety Management & Science
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    • v.10 no.4
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    • pp.73-81
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    • 2008
  • The current electrical safety plan developed for the national electricity system has been playing an important role in handling a variety of electrical accidents. However, it can be more effective to prevent or reduce those accidents if a preventive electrical safety plan is available. In this paper, an approach to developing the safety plan is described. We first discuss the contents that should be included in the plan. Noting that an effective plan requires the system level consideration of all the factors affecting the safety issues, an operation concept document (OCD) is considered. The OCD can allow us to understand the behavior of the safety system based on the operation environment, the system functions, the performance requirements, all at the system level of the safety system. Thus, the OCD can be useful in developing the safety plan. A detailed description then follows on how the OCD is developed for the electrical safety system under study. Finally, we discuss how the developed OCD can be used in deriving the preventive electrical safety plan.

Related Facilities for the Safety from a State of Emergency (철도차량 비상상황과 안전을 위한 관련 설비)

  • Jung, Dong-Suk;Song, Young-Jeong;Woo, Yi-Wan
    • Proceedings of the KSR Conference
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    • 2011.10a
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    • pp.1389-1396
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    • 2011
  • There can be several states of emergency when the train is in operation. In this paper we consider passengers how to escape from emergency states and what facilities they can use by each situation. In general, passengers can escape from a train by manual door openning, emergency ramp and breaking window. Now, we consider which facility is proper to each scenario.

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Development of the operation scenario for Community Energy System(CES) using REX-10 (일체형 원자로 REX-10을 이용하는 지역에너지시스템의 운영 시나리오 개발)

  • Jeong, Jong-Chan;Kim, Kwang-Ho;Park, Goon-Cherl
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.464_465
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    • 2009
  • 본 논문에서 일체형 원자로인 REX-10과 가스터빈발전기를 전원으로 이용하는 지역에너지시스템을 모델링 하고, 한국전력공사 전력계통과 연계운전 또는 독립운전하는 지역에너지시스템 안정적 운영 방법 모의와 운전 중 발생할 수 있는 문제점을 모의하기 위해 운영 시나리오를 개발 적용하였다.

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The Operation Scenario of FIMS for Mission Requirements

  • Lee, Dae-Hui;Kang, Kyung-In;Lee, Jin-Geun;Yoo, Kwang-Sun;Jin, Ho;Nam, Uk-Won;Sun, Jong-Ho;Han, Won-Yong;Min, Kyung-Uk;Edelstein, Jerry;Kopela, Eric
    • Bulletin of the Korean Space Science Society
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    • 2001.04a
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    • pp.47-47
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    • 2001
  • No Abstract, See Full Text

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A Study on the Economical Efficiency of Mega Container Ship's Operation by Empirical Analysis : Primarily on Container Ship (실증분석을 통한 대형선의 운항 경제성에 관한 연구 -컨테이너선을 중심으로-)

  • Song Yong-Seok;Kim Hyun;Jung Seung-Ho;Nam Ki-Chan
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2004.11a
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    • pp.253-260
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    • 2004
  • In these days, 8000TEU container ship service launches in shipping service at latest based on the economy of scale, unit cast related with ship operation on ocean decreases in proportion to increase of ship scale and mega ship over 10,000TEU is on planning. This paper is analyzed the economic efficiency for reduction qf calling port in the operation cost, port chnrge, feeder cost, etc by an empirical analysis.

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