• 제목/요약/키워드: bad data detection

검색결과 50건 처리시간 0.025초

변전소 상태추정 및 고장 측정기기의 검정 시뮬레이터에 관한 연구 (A Study on the Substation Simulator for the State Estimation and the Bad Measuring Devices Detection)

  • 이흥재;왕인수;김용한;박성민;강현재
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2000년도 하계학술대회 논문집 A
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    • pp.116-118
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    • 2000
  • The modern power system including lots of measuring devices and controller is large and complex total information system. A Lot of data and system information are transmitted to operators, and analysing these information and system management is very important. Recently, GUI(Graphic Users Interface) is emphasized as a method that operators carry out their duties, effectively. In this paper. a simulator that can show state estimation and detection of bad measuring devices is introduced for domestic 154kV/22.9kV distribution substations. C language and Visual Basic is used for this simulator. and TCP/IP is adopted to consider connection with a Power system.

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4D 이미징 레이더의 저밀도 PCD 데이터 군집화와 각 군집에 복셀 특징 추출 기법을 적용한 3D 객체 인식 기법 (3D Object Detection with Low-Density 4D Imaging Radar PCD Data Clustering and Voxel Feature Extraction for Each Cluster)

  • 오차영;권순재;정현정;정구민
    • 한국정보전자통신기술학회논문지
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    • 제15권6호
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    • pp.471-476
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    • 2022
  • 본 논문은 악천후에 약한 카메라와 라이다(LiDAR)의 문제점을 해결하기 위해 개발된 4D 이미징 레이더를 활용한 객체 인식 기법을 제안한다. 4D 이미징 레이더를 통해 데이터를 측정 및 수집하는 경우 라이다 데이터보다 포인트 클라우드 데이터의 밀도가 낮다는 단점이 있다. 밀도가 낮아 객체 사이의 거리가 넓은 특성을 이용하여, 객체를 군집화하고 해당 군집에서 voxel을 통해 객체의 특징을 추출하는 기법을 제안한다. 또한, 추출된 특징을 이용한 객체 인식 기법을 제안한다.

소형 다품종 파이프의 실시간 성형불량 검사 시스템에 관한 연구 (A Study on the Forming Failure Inspection of Small and Multi Pipes)

  • 김형석;이회명;이병룡;양순용;안경관
    • 한국정밀공학회지
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    • 제21권11호
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    • pp.61-68
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    • 2004
  • Recently, there has been an increasing demand for computer-vision based inspection and/or measurement system as a part of factory automation equipment. Existing manual inspection method can inspect only specific samples and has low measuring accuracy as well as it increases working time. Thus, in order to improve the objectivity and reproducibility, computer-aided analysis method is needed. In this paper, front and side profile inspection and/or data transfer system are developed using computer-vision during the inspection process on three kinds of pipes coming from a forming line. Straight line and circle are extracted from profiles obtained from vision using Laplace operator. To reduce inspection time, Hough Transform is used with clustering method for straight line detection and the center points and diameters of inner and outer circle are found to determine eccentricity and whether good or bad. Also, an inspection system has been built that each pipe's data and images of good/bad test are stored as files and transferred to the server so that the center can manage them.

변전소 측정기기의 검.교정 알고리즘에 관한 연구 (A Study on the Substation for the Bad Measuring Devices Detection and Correction)

  • 이흥재;박성민;김용한;김종구
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2001년도 춘계학술대회 논문집 전력기술부문
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    • pp.313-315
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    • 2001
  • The power system automation, especially the substation automation is a major issue. so it has been widely studied each country in the world. Since the substation system includes lots of measuring devices. a lot of data and system information are transmitted to operators. The measured values usually have the error that results from the communication process, and it can degrade the reliability of estimated values. So. the detection and correction of measured values at a substation are important factors for substation automation. In this paper, we study the detection and col of measured values at the domestic 154kV/2 distribution substation of double bus structure study will be useful for expected economic dispatch measuring device's inspection and corr management by SCADA system operation, substation automation.

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비행시험시스템용 다중센서 자료융합필터 설계 (Design of Multi-Sensor Data Fusion Filter for a Flight Test System)

  • 이용재;이자성
    • 대한전기학회논문지:시스템및제어부문D
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    • 제55권9호
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    • pp.414-419
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    • 2006
  • This paper presents a design of a multi-sensor data fusion filter for a Flight Test System. The multi-sensor data consist of positional information of the target from radars and a telemetry system. The data fusion filter has a structure of a federated Kalman filter and is based on the Singer dynamic target model. It consists of dedicated local filter for each sensor, generally operating in parallel, plus a master fusion filter. A fault detection and correction algorithms are included in the local filter for treating bad measurements and sensor faults. The data fusion is carried out in the fusion filter by using maximum likelihood estimation algorithm. The performance of the designed fusion filter is verified by using both simulation data and real data.

비행시험통제컴퓨터용 실시간 데이터 융합 알고리듬의 구현 (Implementation of a Real-time Data fusion Algorithm for Flight Test Computer)

  • 이용재;원종훈;이자성
    • 한국군사과학기술학회지
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    • 제8권4호
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    • pp.24-31
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    • 2005
  • This paper presents an implementation of a real-time multi-sensor data fusion algorithm for Flight Test Computer. The sensor data consist of positional information of the target from a radar, a GPS receiver and an INS. The data fusion algorithm is designed by the 21st order distributed Kalman Filter which is based on the PVA model with sensor bias states. A fault detection and correction logics are included in the algorithm for bad measurements and sensor faults. The statistical parameters for the states are obtained from Monte Carlo simulations and covariance analysis using test tracking data. The designed filter is verified by using real data both in post processing and real-time processing.

사이버 물리 전력 시스템에 대한 허위 데이터 주입 공격에 관한 고찰 (An Overview of False Data Injection Attack Against Cyber Physical Power System)

  • 배준형
    • 전기전자학회논문지
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    • 제26권3호
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    • pp.389-395
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    • 2022
  • 기술의 진화와 함께, 사이버 물리 시스템(Cyber Physical System)은 향상되고 있고 이에 따라 새로운 유형의 사이버 공격도 발견되고 있다. 사이버 공격에는 여러 가지 형태가 있으며 모든 사이버 공격은 대상 시스템을 조작하기 위해 이루어진다. 사이버 물리시스템 중 대표적인 시스템이 사이버 물리 전력 시스템, 즉 스마트 그리드이다. 스마트 그리드는 신뢰할 수 있고 안전하며 효율적인 에너지 전송 및 분배를 제공하는 새로운 유형의 전력망이다. 본 논문에서는 스마트 그리드의 상태 추정과 에너지 분배를 타깃으로 하는 허위 데이터 주입 공격(False Data Injection Attack)으로 잘 알려진 특정 유형의 사이버 공격 구성 방법과 이러한 공격의 방어를 위한 보호 전략과 탐지를 위한 동적 모니터링 기법을 소개한다.

움직임 벡터의 정보 숨김을 이용한 H.264/AVC의 향상된 오류 검출 방법 (Improved Error Detection Scheme Using Data Hiding in Motion Vector for H.264/AVC)

  • 고만근;서재원
    • 한국콘텐츠학회논문지
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    • 제13권6호
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    • pp.20-29
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    • 2013
  • 제한된 통신 채널을 통한 실시간 전송을 위해 비디오 데이터의 압축이 필요하다. 압축된 영상 비트열은 전송 중에 발생되는 오류에 아주 민감하다. 전송 과정에서 오류가 발생된 패킷을 받게 되면, 복호기에서는 현재 입력되는 프레임을 잘못 재구성하게 되고 영상의 시공간적 특성에 의해 연속되는 프레임으로 전파된다. 이런 복호 영상의 화질 저하를 줄일 수 있는 방법으로 오류 검출과 오류 은닉이 있다. 이 논문에서는 오류 검출률을 높이기 위해 정보 숨김을 이용한 새로운 오류 검출 방법을 제안한다. H.264/AVC의 화면간 예측에서 발생하는 각 매크로블록의 움직임 벡터의 차분값에 특정한 정보를 숨겨 부호화하였다. 복호기에서는 전송받은 특정 정보의 체크를 통해 오류의 위치를 쉽게 찾아낼 수 있도록 하였다. H.324M 모바일 실험 도구를 이용한 실험 환경을 통해 제안한 알고리즘이 PSNR과 주관적 화질 측면에서 좋은 성능을 보임을 확인하였다.

Suggestions for Detection System of Bid-rigging in Public Construction Projects

  • Song, Sanghoon;Bang, Jong-Dae;Sohn, Jeong-Rak;Cho, Gun-Hee
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.712-713
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    • 2015
  • In recent years, the bid-rigging in public construction markets has been treated as a critical issue in Fair Trade Commission. The investigation revealed that the collusion was implemented extensively in every area from the material supply to the construction service of general contractors. This study reviewed the causes of the bid-rigging in public construction projects, and proposed the improvement plan to eradicate bad practices. Firstly, the causes and purposes of bid-rigging were categorized into two types of internal factors from construction companies and external environment factors influencing business activities. Secondly, the system development method was explained to detect the signs of bid-rigging based on the technical proposal documents in open tender. The detection systems of repetitive public owner also provide the function of sharing data on the companies and cases to violate the fair trade regulation. In addition, the problems and improvement direction of public procurement policies were discussed.

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Design and Analysis of Lightweight Trust Mechanism for Accessing Data in MANETs

  • Kumar, Adarsh;Gopal, Krishna;Aggarwal, Alok
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제8권3호
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    • pp.1119-1143
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    • 2014
  • Lightweight trust mechanism with lightweight cryptographic primitives has emerged as an important mechanism in resource constraint wireless sensor based mobile devices. In this work, outlier detection in lightweight Mobile Ad-hoc NETworks (MANETs) is extended to create the space of reliable trust cycle with anomaly detection mechanism and minimum energy losses [1]. Further, system is tested against outliers through detection ratios and anomaly scores before incorporating virtual programmable nodes to increase the efficiency. Security in proposed system is verified through ProVerif automated toolkit and mathematical analysis shows that it is strong against bad mouthing and on-off attacks. Performance of proposed technique is analyzed over different MANET routing protocols with variations in number of nodes and it is observed that system provide good amount of throughput with maximum of 20% increase in delay on increase of maximum of 100 nodes. System is reflecting good amount of scalability, optimization of resources and security. Lightweight modeling and policy analysis with lightweight cryptographic primitives shows that the intruders can be detection in few milliseconds without any conflicts in access rights.