• 제목/요약/키워드: Optimized management

검색결과 794건 처리시간 0.033초

RFID MDS 시스템의 DDoS 공격 가능성 분석과 방어책에 관한 연구 (A Study of optimized MDS defense against DDoS attack on RFID network)

  • 남동일;최병진;유승화
    • 한국시뮬레이션학회:학술대회논문집
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    • 한국시뮬레이션학회 2005년도 추계학술대회 및 정기총회
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    • pp.19-24
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    • 2005
  • Radio Frequency Identification (RFID) is a technology used to identify the physical objects and get information about the object on which the tag attaches from network. It is expected that RFID will lead IT market from human-oriented to object-oriented. Therefore, RFID technology and services will become wide-spread. But the system of RFID naming service is quite similar to the existing DNS facilities. So it has many weak points against to DDos attack. Furthermore if the MDS server Is under attack, there might be trouble of total RFID networks.In this paper, we propose a new detecting model to find attack traffic at local routers by using Management Information Base (MIB) which is optimized for RFID MDS server.

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최적화 사례기반추론을 이용한 통신시장 고객관계관리 (Customer Relationship Management in Telecom Market using an Optimized Case-based Reasoning)

  • 안현철;김경재
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2006년도 추계학술대회 학술발표 논문집 제16권 제2호
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    • pp.285-288
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    • 2006
  • Most previous studies on improving the effectiveness of CBR have focused on the similarity function aspect or optimization of case features and their weights. However, according to some of the prior research, finding the optimal k parameter for the k-nearest neighbor (k-NN) is also crucial for improving the performance of the CBR system. Nonetheless, there have been few attempts to optimize the number of neighbors, especially using artificial intelligence (AI) techniques. In this study, we introduce a genetic algorithm (GA) to optimize the number of neighbors that combine, as well as the weight of each feature. The new model is applied to the real-world case of a major telecommunication company in Korea in order to build the prediction model for the customer profitability level. Experimental results show that our GA-optimized CBR approach outperforms other AI techniques for this mulriclass classification problem.

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구조부재 인식을 위한 인공지능 학습데이터 생성방법 연구 (A Study on Artificial Intelligence Learning Data Generation Method for Structural Member Recognition)

  • 윤정현;김시욱;김치경
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2022년도 봄 학술논문 발표대회
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    • pp.229-230
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    • 2022
  • With the development of digital technology, construction companies at home and abroad are in the process of computerizing work and site information for the purpose of improving work efficiency. To this end, various technologies such as BIM, digital twin, and AI-based safety management have been developed, but the accuracy and completeness of the related technologies are insufficient to be applied to the field. In this paper, the learning data that has undergone a pre-processing process optimized for recognition of construction information based on structural members is trained on an existing artificial intelligence model to improve recognition accuracy and evaluate its effectiveness. The artificial intelligence model optimized for the structural member created through this study will be used as a base technology for the technology that needs to confirm the safety of the structure in the future.

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회전교차로의 접근로 신호최적화를 통한 도입효과 분석 (Measurement of Effectiveness of Signal Optimized Roundabout)

  • 엄정은;정희진;배상훈
    • 한국도로학회논문집
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    • 제17권1호
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    • pp.91-98
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    • 2015
  • PURPOSES : Although signalized intersections have been considered the best way to control traffic volume in urban areas for several decades, roundabouts are currently being discussed as an alternative way to control traffic volume, especially when traffic is light. Because a roundabout's efficiency depends on the load geometry as well as the traffic volume, design guidelines for roundabouts are recommended only if the incoming traffic volume is very low. It is rare to substitute a roundabout for an existing signalized intersection in urban areas. This study aims to estimate the benefits from the transformation of an existing signalized intersection into a roundabout in an urban area. When there is a more moderate volume of traffic, roundabouts can be effectively used by optimizing signals located at an approaching roadway. METHODS : The methodologies of this paper are as follows: First, a signalized intersection was analyzed to determine the traffic characteristics. Second, the signalized intersection was transformed into a roundabout using VISSIM microscopic traffic simulation. Then, we estimated and analyzed the effects and the performance of the roundabout. In addition, we adjusted a method to improve the benefits of the transformation via the optimization of signals located at an approaching road to control the incoming traffic volume. RESULTS : The results of this research are as follows: The signal-optimized roundabout improved delays compared with the signalized intersection during the morning peak hour, non-peak hour, and evening peak hour by 1.78%, 12.45%, and 12.72%, respectively. CONCLUSIONS : According to the simulation results of each scenarios, the signal-optimized roundabout had less delay time than the signalized intersection. If optimized signal control algorithms are installed in roundabouts in the future, this will lead to more efficient traffic management.

철도시설물에 대한 자산관리체계수립을 위한 개념 연구 (Conceptual Study for Asset Management Framework Construction of Railway Infra Structure System)

  • 이지하;박미연;이종근;박만호;정대호
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2011년도 정기총회 및 추계학술대회 논문집
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    • pp.2473-2478
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    • 2011
  • The asset management of railway facilities is a total framework for finally supporting a safe and comfortable train service, which includes functions of supporting evaluation of condition and performance of infrastructures, making the decision method of repair or rehabilitation of deteriorated facilities, and lengthening the life cycle of structure through the decision of adequate cost and time of repair or reinforcement. In the range of the asset management, organization, human, the target, and information & data of company are included. Therefore, in this paper, appling the method of asset management analysis to the railway structures, the process of the risk assesment using BRE(Business Risk Exposure) and the basis of consisting optimized renewal decision-making are expressed.

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Energy harvesting and power management of wireless sensors for structural control applications in civil engineering

  • Casciati, Sara;Faravelli, Lucia;Chen, Zhicong
    • Smart Structures and Systems
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    • 제10권3호
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    • pp.299-312
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    • 2012
  • The authors' research efforts recently led to the development of a customized wireless control unit which receives the real-time feedbacks from the sensors, and elaborates the consequent control signal to drive the actuator(s). The controller is wireless in performing the data transmission task, i.e., it receives the signals from the sensors without the need of installing any analogue cable connection between them, but it is powered by wire. The actuator also needs to be powered by wire. In this framework, the design of a power management unit is of interest only for the wireless sensor stations, and it should be adaptable to different kind of sensor requirements in terms of voltage and power consumption. In the present paper, the power management efficiency is optimized by taking into consideration three different kinds of accelerometers, a load cell, and a non-contact laser displacement sensor. The required voltages are assumed to be provided by a power harvesting solution where the energy is stored into a capacitor.

MANAGERIAL AND ECONOMIC OPTIMIZATIONS FOR PREFABRICATED BUILDING SYSTEMS

  • Ahmed Abdallah
    • 국제학술발표논문집
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    • The 1th International Conference on Construction Engineering and Project Management
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    • pp.606-614
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    • 2005
  • This paper deals with new realizations of research, scientific development, managerial and economic optimizations for prefabricated building systems. In the literature, all scientific fields are worked out based on the efficiencies, costs, benefits, choice of execution design, technical demands, aesthetical point of view, as well as the total economics. In the present example of a school-building for communities in the third world, the following criteria have been regarded: The optimal superstructure of prefabricated concrete building systems; the particularity of countries of the Third World (e.g. the climate, the political and the economic conditions); the time for construction and necessary innovative developments for an economically optimized superstructure. Added to this are alternative construction-methods and costs for a simple but variable system which can be adapted to changing functions, where variability should be the main point. For example, a school building that is to be adapted by varying number of rooms to cater for the growing number of pupils.

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차등접근법에 근거한 극저준위폐기물의 안전관리 국제동향 및 시사점에 대한 고찰 (Analysis on the International Trends in Safe Management of Very Low Level Waste Based upon Graded Approach and Their Implications)

  • 정재학
    • 방사성폐기물학회지
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    • 제9권1호
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    • pp.49-62
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    • 2011
  • 최근 국제원자력기구와 방사성폐기물 분야 주요 선도국들은 리스크 차등접근법에 따라 방사성폐기물의 분류기준을 세분화하고 있는 추세이며, 이러한 맥락에서 극저준위폐기물을 새로운 방사성폐기물 범주로서 신설하거나 이에 대한 별도의 최적 관리방안을 모색하고 있다. 국제적으로 운영 사례가 점차 증가되고 있는 주요 국가의 극저준위폐기물 전용 공학적 표층매립형 처분시설들은 방사성핵종의 격리 및 지연 성능 측면에서 1960년대 주로 건설된 천층 트렌치형 중 저준위폐기물 처분시설 보다 개선된 것으로 분석되었다. 또한 주요 선도국들의 극저준위폐기물 관리방안은 규제해제 제도, 중 저준위폐기물 처분시설 및 비원자력 폐기물매립장의 활용 가능성, 사회수용성 등에 따라 차이가 있는 것으로 나타났다. 이와 관련하여, 국내에서도 향후 대형 원자력시설의 해체에 대비하여 극저준위폐기물의 최적 관리방안에 관한 종합적인 검토와 논의를 통해 리스크 차등접근법에 따른 최적화된 관리방안을 사전에 수립하고, 이를 국가 방사성폐기물 관리정책 및 관리계획의 틀 내에서 체계적으로 시행할 필요가 있다.

표준화된 PSDM을 사용한 최적의 WBS 및 효과적인 중소기업 정보화 시스템 구축에 관한 연구 (A study on Deployment of the Optimized WBS and Effective Small and Medium Enterprise Informatization System using Standardized PSDM)

  • 윤경배;권희철
    • 한국인터넷방송통신학회논문지
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    • 제14권6호
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    • pp.199-205
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    • 2014
  • 효과적인 중소기업 정보화를 위하여 표준화된 생산정보화 시스템 개발 방법론(PSDM)을 통하여 단계별 주요 업무에 대한 작업을 정의하고 관련 연관도를 통하여 업무에 대한 선행 및 후행 관계를 정의한 후 그에 따른 프로젝트 범위 일정 비용 인적자원 관리를 위한 최적의 업무분류체계(WBS : Work Breakdown Structure)를 연구개발 하고자한다. 시스템의 신뢰성 품질 생산성 향상을 위한 관리 항목 설정, 중소기업 IT업체 감리업체 등 참여 기업간의 의사소통, 그리고 구축된 생산정보화의 유지보수를 포함한 운영지원 등 보다 체계적이고 효율적인 시스템 구축을 위해 중소기업 생산정보화에 적합한 WBS의 연구로 생산정보화를 구축하고자 참여하는 많은 중소기업 및 IT업체들이 표준화된 방법론을 이용하여 시스템 구축을 보다 효과적으로 수행할 수 있으며, 보다 높은 신뢰성을 가진 시스템을 계획된 개발 일정에 알맞게 구축한다.

최적화된 비즈니스 프로세스를 위한 RFID 배치 시뮬레이터 기반의 냉동창고 관리 시스템 (Cold Storage Management System using RFID Deployment Simulator for Optimized Business Process)

  • 백선제;문미경
    • 한국정보통신학회논문지
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    • 제14권6호
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    • pp.1453-1459
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    • 2010
  • 최근 들어 단순 보관의 기능만을 가지고 있던 기존의 냉동창고가 보관뿐만 아니라, 규격화된 유통 시스템을 갖추어 전체 물류 공급망 관리의 효율성과 경쟁력을 갖추고자 한다. 이를 위해 라디오 주파수를 이용하여 움직이는 물체를 인식, 추적, 분류할 수 있는 기술인 RFID (Radio Frequency Identification)를 적용할 수 있다. 본 논문에서는 RFID 기술을 적용하여 최적화된 비즈니스 프로세스를 지원하는 냉동창고 관리 시스템을 개발하고자 한다. 이를 위해 냉동창고 업무 프로세스를 분석하고 RFID 기술 도입에 따른 의사결정이 필요한 설계요소들을 식별한다. 식별된 설계요소들은 RFID 배치 시뮬레이터를 이용하여 RFID 데이터가 비즈니스 프로세스에 통합되는 과정에 대하여 그 효율성을 판단할 수 있게 한다.