• 제목/요약/키워드: Model-Based T&E System

검색결과 126건 처리시간 0.033초

Reliability analysis of nuclear safety-class DCS based on T-S fuzzy fault tree and Bayesian network

  • Xu Zhang;Zhiguang Deng;Yifan Jian;Qichang Huang;Hao Peng;Quan Ma
    • Nuclear Engineering and Technology
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    • 제55권5호
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    • pp.1901-1910
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    • 2023
  • The safety-class (1E) digital control system (DCS) of nuclear power plant characterized structural multiple redundancies, therefore, it is important to quantitatively evaluate the reliability of DCS in different degree of backup loss. In this paper, a reliability evaluation model based on T-S fuzzy fault tree (FT) is proposed for 1E DCS of nuclear power plant, in which the connection relationship between components is described by T-S fuzzy gates. Specifically, an output rejection control system is chosen as an example, based on the T-S fuzzy FT model, the key indicators such as probabilistic importance are calculated, and for a further discussion, the T-S fuzzy FT model is transformed into Bayesian Network(BN) equivalently, and the fault diagnosis based on probabilistic analysis is accomplished. Combined with the analysis of actual objects, the effectiveness of proposed method is proved.

국방획득체계와 연계한 국방 인공지능(AI) 체계 시험평가 방안 (Test and Evaluation Procedures of Defense AI System linked to the ROK Defense Acquisition System)

  • 이용복;최민우;이민호
    • 산업경영시스템학회지
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    • 제46권4호
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    • pp.229-237
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    • 2023
  • In this research, a new Test and Evaluation (T&E) procedure for defense AI systems is proposed to fill the existing gap in established methodologies. This proposed concept incorporates a data-based performance evaluation, allowing for independent assessment of AI model efficacy. It then follows with an on-site T&E using the actual AI system. The performance evaluation approach adopts the project promotion framework from the defense acquisition system, outlining 10 steps for R&D projects and 9 steps for procurement projects. This procedure was crafted after examining AI system testing standards and guidelines from both domestic and international civilian sectors. The validity of each step in the procedure was confirmed using real-world data. This study's findings aim to offer insightful guidance in defense T&E, particularly in developing robust T&E procedures for defense AI systems.

이더리움 기반 이메일 시스템 모델 (E-mail System Model based on Ethereum)

  • 김태경
    • 디지털산업정보학회논문지
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    • 제13권4호
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    • pp.99-106
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    • 2017
  • With the advent of virtual money such as bit coins, interest in the block chain is increasing. Block Chain is a technology that supports Distributed Ledger and is a versatile technology applicable to various fields. Currently, the block chain is conducting research for various applications such as virtual money, trade finance, marketplace, power market, image contents service, and IoT. The technologies that make up the block chain are smart contract, digital signature/hash function and consensus algorithm. And these technologies operate on P2P networks. In this paper, we have studied e-mail system based on the ethereum which is one of the block chain based technologies. Most legacy mail systems use SMTP and the POP3/IMAP protocol to send and receive e-mail, and e-mail use S/MIME to protect the e-mail. However, S/MIME is vulnerable to DDoS attacks because it is configured centrally. And it also does not provide non-repudiation of mail reception. To overcome these weaknesses, we proposed an e-mail system model based on ethereum. The proposed model is able to cope with DDoS attack and forgery prevention by using block chain based technology, and reliable recording and management among block chain participants are provided, so that it is possible to provide a non-repudiation function of e-mail transmission and reception.

TV 기반 상거래(TV Home-Shopping, T-Commerce)의 품질 속성 분석을 통한 소비자 만족도 증대요인 분석 (TV-Based Commerce Factors Increase Customer Satisfaction Through the Quality Attribute Analysis)

  • 박준용;신민수
    • 한국전자거래학회지
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    • 제21권2호
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    • pp.61-79
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    • 2016
  • 최근 디지털 방송 서비스가 확산되면서 TV 기반 상거래 시장이 성장하고 있다. 그러나 기존 연구의 경우, TV 홈쇼핑과 T-Commerce 각각에 관한 연구만이 존재하며, 각각의 연구 역시 소비자의 만족을 높이기 위한 속성에 대한 연구가 부족한 실정이다. 이에 따라 본 연구는 TV 기반 상거래를 통해 소비자의 만족을 증대시킬 수 있는 품질 속성을 분석함으로써, 앞으로 나아가야 할 방향에 대해 제시하고자 한다. 우리는 이를 위해 TV 홈쇼핑 및 T-Commerce의 특징을 선행연구를 통하여 선정하였고, 이를 기반으로 KANO 모델과 ASC를 기반으로 TV 기반 상거래의 고객 품질 속성의 만족도를 분석하였다.

공공기관 업무관리시스템 성과평가 모형 개발에 관한 연구: 청와대 업무관리시스템(e지원시스템)을 중심으로 (A Model to Measure the Success of a Web-based Information System at a Government Agency - the Chungwadae Case)

  • 배이철;홍일유
    • Asia pacific journal of information systems
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    • 제18권1호
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    • pp.97-115
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    • 2008
  • Introduction The e-government is concerned with using Internet and Web technologies to exchange information and services with citizens, businesses and other related organizations, and it centers on three functions, namely informational, interactive, and transactional [UN, 2001]. Many developed countries like the U.S. have been actively involved in e-government projects, since they enable both more effective public services for citizens and more efficient internal operations. Korea is among these leading countries that are planning to leverage computer and communication technologies to provide for integration of work processes and information as well as convenient access to information and services. For this reason, evaluating e-government projects is becoming a crucial issue for both researchers and policy-makers. However, most research to date has primarily focused on a model of success of an e-government system designed for citizens, overlooking internal systems specifically created for employees working in a public organization. This paper is intended to propose a model to measure the success of a Web-based information system designed for use by internal users at Chungwadae, the executive branch of Korea's central government. The paper is also aimed at applying the model to the assessment of the present system being used at Chungwadae in comparison with the preceding system. Evaluating an e-Government System The most widely cited model of information systems success today is that of DeLone and McLean[1992, 2003, 2004]. The original model states that the success of an information system can be measured using six dimensions, including system quality, information quality, use, user satisfaction, individual impact, and organizational impact. Although the ultimate success of an information system may be reflected in the impact that the system has upon individuals as well as an organization, aspects of using the system such as system use and user satisfaction can play an important role in determining the system success, because the system would be a sheer failure if users don't like and use the system. As a response to criticisms given by numerous researchers, the authors adapted their model to fit the emerging Web-based environment. The revised model[DeLone and McLean, 2003] they offered included an additional quality dimension, namely service quality, and combined individual and organizational impacts into net benefits which can also influence user satisfaction. The e-government system success model can be built around this updated model. Our model incorporates information quality, system quality, and service quality as in the DeLone and McLean model. However, the 'system use' dimension has been replaced by perceived usefulness, as suggested by Seddon[1998]. In addition, because the e-government systems that this paper focuses on are internal public systems used in government agencies, the 'net benefits' dimension has been replaced by perceived work efficiency. Based on the proposed model, a total of nine hypotheses have been formulated which we tested using an empirical analysis. Methods A questionnaire form has been created with items that are designed to examine the relationships among the variables in the model. The questionnaire has been handed over, in person, to 65 members of Chungwadae staff who are now actively using the E-Support System, the present information system created to support internal work at Chungwadae. We made arrangements to meet with each individual who agreed to participate in our survey, and helped to fill out the survey form with explanations. Of the 65 copies that were delivered, only 33 were returned, and 30 responses of these have been adopted for our analysis, since three were not valid. The extremely small sample size was due to the limited number of staff members who had adequate experience required of this study. Results We gathered data from the questionnaire survey and analyzed them using a regression analysis to test the hypotheses. As shown in the table below, the results indicated that all three dimensions of an information system’s quality are positively related to user satisfaction. However, information quality and system quality were found to be positively related to perceived usefulness, while service quality was not. In addition, perceived usefulness is not positively related to user satisfaction, implying that a user may find a system useful, but may not be satisfied with it. Finally, user satisfaction and perceived usefulness both are positively related to perceived work efficiency. This suggests that workers' positive experience with the system is important to guarantee favorable work efficiency. Conclusions We conclude that the proposed model proved useful in measuring the success of an internal information system used by a government agency. To demonstrate the applicability and usefulness of the model in the paper, we applied the model to the assessment of the present internal system used at Chungwadae in comparison with the preceding system. The results showed that the present system outperforms the preceding one in a statistically significant way. Future research will have to focus on applying the model to Korea's governmental agencies other than Chungwadae and examine whether it proves applicable in different types of governmental organizations.

실효치 기반 동적 모의를 위한 HVDC UDM 모델 개발 (Development of HVDC user defined model for RMS-based dynamic simulation)

  • 곽청래;탕도안투;장길수
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2011년도 제42회 하계학술대회
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    • pp.318-319
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    • 2011
  • This paper presents a new user defined modeling about HVDC system based on the PSS/E. The principles, methods and procedures of user defined modeling for dynamic simulation are expounded. Comparing beween the dynamic simulations results of a power system by CDC4T in the PSS/E library and a user defined model CDCKU1 respectively, we illustrate the general usage of custom features and verify the model accuracy. Future work about CDCKU series and practical models will be considered to enhance the power system stability in Korea.

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TMDL 지원을 위한 QUAL2E 모델을 이용한 GIS기반의 삭감시나리오 작성 지원시스템 개발에 관한 연구 (A Study on the Development of GIS Based Mitigation Scenario Support System Using QUAL2E Model for TMDL)

  • 이철용;김계현;이혁;유광현
    • 대한환경공학회지
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    • 제34권3호
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    • pp.177-188
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    • 2012
  • 본 연구는 국내 TMDL 지원을 위하여 삭감시나리오 작성 및 수질모의가 가능한 GIS 기반의 삭감시나리오 작성 지원시스템을 개발하는 것을 주요 목적으로 하였다. 연구대상지역은 금강수계 내 삽교천 상류 31 km 구간이며, QUAL2E 모델이 시스템에 적용되었다. 점 및 비점오염원 속성과 다양한 지도 자료를 수집하여 공간 DB를 구축하였다. 각 단위유역의 BOD, T-N, T-P 배출부하량을 산정하였고, 삭감시나리오 작성 과정에서 이들의 수치만을 간단히 조작하여 수질모의가 가능하도록 시스템을 개발하였다. 세 가지 삭감시나리오가 적용되었으며, GIS 기반의 결과 비교를 통해 효율적인 삭감시나리오 선정이 가능하였다. 따라서 본 연구에서 개발된 시스템은 향후 최적 의사결정지원에 기여할 것으로 기대된다. 아울러 새로운 삭감시나리오 작성 방법 및 알고리즘 개발에도 활용될 것으로 판단된다. 향후 시스템 고도화를 위해서는 오염원별 관리에 따른 삭감시나리오의 작성 지원, 대상지역의 확대 적용 등의 후속 연구가 필요할 것으로 사료된다.

A Learning-based Power Control Scheme for Edge-based eHealth IoT Systems

  • Su, Haoru;Yuan, Xiaoming;Tang, Yujie;Tian, Rui;Sun, Enchang;Yan, Hairong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권12호
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    • pp.4385-4399
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    • 2021
  • The Internet of Things (IoT) eHealth systems composed by Wireless Body Area Network (WBAN) has emerged recently. Sensor nodes are placed around or in the human body to collect physiological data. WBAN has many different applications, for instance health monitoring. Since the limitation of the size of the battery, besides speed, reliability, and accuracy; design of WBAN protocols should consider the energy efficiency and time delay. To solve these problems, this paper adopt the end-edge-cloud orchestrated network architecture and propose a transmission based on reinforcement algorithm. The priority of sensing data is classified according to certain application. System utility function is modeled according to the channel factors, the energy utility, and successful transmission conditions. The optimization problem is mapped to Q-learning model. Following this online power control protocol, the energy level of both the senor to coordinator, and coordinator to edge server can be modified according to the current channel condition. The network performance is evaluated by simulation. The results show that the proposed power control protocol has higher system energy efficiency, delivery ratio, and throughput.

가상 텔레케어 팀을 위한 퍼지신뢰평가 모델 (Fuzzy Trust Evaluation Model for Virtual Telecare Team)

  • 이경휘;김효중
    • 산업경영시스템학회지
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    • 제32권2호
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    • pp.112-119
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    • 2009
  • Telecare, one of the e-healthcare services with lCT, is a promising technology which aims to monitor the state of patients and then provide the medical services appropriately in remote sites. Virtual telecare team based on the concept of virtual collaborative teams which consist of a patient, a doctor, and a telecare team, operates on a temporary basis in need. Reputation, which means the degree of a patient's belief to a doctor in consideration, is the most important factor to make the virtual telecare team trustable. In this paper, we propose the fuzzy reputation model of a virtual telecare team, which is a reputation-based trust model based on fuzzy set theory. An illustrative example is also given in order to show the applicability of the model to the concept of a virtual telecare team.

동시다발적인 유도무기 비행시험 수요에 대응하기 위한 모델기반 비행시험 시스템 개발 (Model-Based Approach to Flight Test System Development to Cope with Demand for Simultaneous Guided Missile Flight Tests)

  • 박웅;이재천
    • 한국산학기술학회논문지
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    • 제20권1호
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    • pp.268-277
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    • 2019
  • 유도무기 비행시험 시스템은 비행시험 중 여러 가지 상태를 실시간으로 감시하고 비상상황 발생 시 안전조치를 수행할 수 있어야 한다. 점차 복잡화, 광역화되고 있는 비행시험의 환경 변화 속에서 시험안전 확보의 중요성이 더욱 증대되고 있다. 또한 국내외 정세 변화와 전시작전권 전환 등으로 인하여 다수의 유도무기체계가 동시에 개발되어야 하고 동시에 연구개발 및 시험평가 기간단축을 통한 조기 전략화 및 예산절감도 요구되는 상황이다. 이에 따라 국내의 부족한 시험장 자원 여건 하에서 비행시험 시 발생되는 위험은 증가하고 있으며 시험안전 확보를 위한 대책 마련이 시급한 실정이다. 이러한 요구에 부응하기 위해서 연구개발 초기 단계에서부터 비행시험 시스템의 문제를 식별하고 대처방안을 마련할 수 있도록 모델기반 비행시험 시스템 개발을 본 연구의 목표로 설정하였다. 구체적으로 유도무기 비행시험의 설계 및 검증 방법을 제안하였다. 제안된 방법은 선진 시험평가기관에서 연구하고 있는 Agile 방식의 Shift Left 시험평가 방법론과 항공우주분야에서의 시스템 참조모델을 활용하였다. 연구개발 단계에서 유도무기체계와 동시에 설계를 진행하고 비행시험 요구사항에 대한 상호 간의 결함을 조기에 식별하여 수정함으로써 시험평가 단계에서 수행하는 비행시험 시 발생될 위험을 완화할 수 있다. 또한 항공우주분야에서 복잡한 시스템을 통합하고 검증하는 데 적용하고 있는 참조모델을 기반으로 시스템 모델링 표준 언어인 SysML을 활용하여 모델기반 비행시험 시스템을 구현함으로써 다수의 유도무기 비행시험 설계에 적용할 수 있는 확장성을 갖고 있으며, 시뮬레이션 분석을 통해 비행시험에서 발생하는 문제를 조기에 식별하고 조치함으로써 시험평가 기간의 지연을 방지할 수 있다.