• 제목/요약/키워드: Fault Diagnosis Control

검색결과 331건 처리시간 0.029초

무인이동체 산업의 실제 고장사례에 대한 영향성 분석 및 고장대응기술 적용방안 (Influence Analysis of Actual Fault Cases in Unmanned Vehicle Industry and Study on Fault Tolerant Technology)

  • 김예지;김태균;김승균;김유단;황인성
    • 한국항공우주학회지
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    • 제50권9호
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    • pp.627-638
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    • 2022
  • 본 논문은 2020년에 실시한 무인이동체 산업실태조사의 드론 고장 발생현황에 대한 설문내용을 분석하여 산업계에서의 고장대응기술의 활용성에 대해 논하고자 한다. 먼저, 국내 무인이동체 산업실태조사 결과를 기반으로 고장률이 높고, 고장 발생 시 심각도가 높은 하위시스템(Subsystem)을 파악한다. 또한 공중 무인이동체를 대상으로 고장률이 높은 부품에 대한 고장 시뮬레이션을 수행한다. 이를 통해 고장이 무인이동체에 미치는 영향에 대해 분석한다. 이후 현재까지 연구된 고장진단 및 고장대응 기법과 연구사례를 소개하며, 무인이동체 산업의 실 고장사례에 적용하기 위한 방안에 대해 논의한다. 나아가 앞서 논의한 내용을 기반으로 고장대응체계를 제시하고, 산업계에서 고장대응체계 설계 시에 고려해야 할 사항에 대해 살펴본다.

단일 안테나 GPS 수신기를 이용한 관성센서의 고장검출 및 분리 (Fault Detection and Isolation for Inertial Sensor Using Single Antenna GPS Receiver)

  • 김영진;김유단
    • 제어로봇시스템학회논문지
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    • 제10권11호
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    • pp.1037-1043
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    • 2004
  • In this paper, a new fault detection and isolation algorithm fur inertial sensor system is proposed. To identify the inertial sensor fault, single antenna GPS receiver is used as an effective redundancy source. To use GPS receiver as redundancy for the inertial sensors, the algorithm to estimate the attitude and acceleration using single antenna GPS receiver is adopted. By using Doppler shift of carrier phase signal and kinetic characteristics of aircraft, attitude information of aircraft can be obtained at the coordinated flight condition. Based on this idea, fault diagnosis algorithm for inertial sensors using single antenna GPS based attitude is proposed. For more effective FDI, decision variables considering the aircraft maneuver are proposed. The effectiveness of the proposed algorithm is verified through the numerical simulations.

The Fuzzy Fault Diagnosis System for Induction Motor

  • Sub, Byung-Yeun;Uk, Jang-Dong;Hyundai-Jun
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.65.1-65
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    • 2001
  • Induction motors are a critical component of many industrial machines and are frequently integrated in commercial equipment. The many economical losses and the deterioration of system reliability might be caused by the failure of induction motors in industrial field. Based on the reliability and cost competitiveness of driving system motors, the faults detection and diagnosis of system is considered very important factors. In order to perform the faults detection and diagnosis of motors, the vibration monitoring method and motor current signature analysis MCSA method are emphasized. In this paper, MCSA method is used for induction motor fault diagnosis. This method analyzes the motor´s supply current, since this diagnoses the motor´s condition. The diagnostic system is constructed by using LabVIEW of National Instruments.

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유도전동기의 고정자 전류에 미치는 베어링 고장 영향 분석 (Analysis of the Bearing Fault Effect on the Stator Current of an AC Induction Motor)

  • 김재훈;이동익
    • 제어로봇시스템학회논문지
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    • 제20권6호
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    • pp.635-640
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    • 2014
  • Detection and diagnosis of incipient bearing fault in an induction motor is important for the prevention of serious motor failure. This paper presents an analysis of the effect of a faulty bearing on the stator current of an induction motor. A bearing fault leads to torque oscillations which result in phase modulation of the stator current. Since the torque oscillations cause specific frequency components at the stator current spectrum to rise sharply, the bearing fault can be detected by checking out the faultrelated frequency. In this paper, a mathematical model of the load torque oscillation caused by a bearing fault is presented. The proposed model can be used to analyze the physical phenomenon of a bearing fault in an induction motor. In order to represent the bearing fault effect, the proposed model is combined with an existing model of vector-controlled induction motors. A set of simulation results demonstrate the effectiveness of the proposed model and represent that bearing fault detection using a stator current is useful for vector-controlled induction motors.

확장된 퍼지인식맵을 이용한 고장진단 시스템의 설계 (Design of fault diagnostic system by using extended fuzzy cognitive map)

  • 이쌍윤;김성호;주영훈
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.860-863
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    • 1997
  • FCM(Fuzzy Cognitive Map) is a fuzzy signed directed graph for representing causal reasoning which has fuzziness between causal concepts. Authors have already proposed FCM-based fault diagnostic scheme. However, the previously proposed scheme has the problem of lower diagnostic resolution. In order to improve the diagnostic resolution, a new diagnostic scheme based on extended FCM which incorporates the concept of fuzzy number into FCM is developed in this paper. Furthermore, an enhanced TAM(Temporal Associative Memory) recall procedure and pattern matching scheme are also proposed.

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보호계전기 정보를 이용한 피보호 설비의 고장진단에 관한 연구 (A Study on the Fault Diagnoais of Protected Facility using Relay Information)

  • 이태영;김철환
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2002년도 하계학술대회 논문집 A
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    • pp.151-153
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    • 2002
  • This paper proposes a concept for fault diagnosis system based on the relay coordination to deal with unavoidable uncertainties imposed on fault dignosis of substation. This system uses information on the relay setting values and tripped data to identify the faulted element of power system. The proposed concept will be very useful and efficient for substation and control center operator.

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Robust Residual Generator for Fault Detection Using H$_{\infty}$ FIR Estimation Method

  • Ryu, Hee-Seob;Yoo, Ho-Jun;Kwony, Oh-Kyu;Yoo, Kyung-Sang
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.33.3-33
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    • 2001
  • This paper considers a fault detection and diagnosis using estimation method in uncertain systems. In the state estimation method, we use the robust H$\infty$ FIR filtering algorithm. A novel aspect of the fault detection technique described here is that it explicitly accounts for the effects of simplified models and errors due to the linearization of nonlinear systems at an operating point.

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Incorporating Performance Degradation in Fault Tolerant Control System Design with Multiple Actuator Failures

  • Zhang, Youmin;Jiang, Jin;Theilliol, Didier
    • International Journal of Control, Automation, and Systems
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    • 제6권3호
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    • pp.327-338
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    • 2008
  • A fault tolerant control system design technique has been proposed and analyzed for managing performance degradation in the presence of multiple faults in actuators. The method is based on a control structure with a model reference reconfigurable control design in an inner loop and command input adjustment in an outer loop. The reduced dynamic performance requirements in the presence of different actuator faults are accounted for through different performance reduced (degraded) reference models. The degraded steady-state performances are governed by the reduced levels of command input. The reconfigurable controller is designed on-line automatically in an explicit model reference control framework so that the dynamics of the closed-loop system follow that of the performance reduced reference model under each fault condition. The reduced command input level is determined to prevent potential actuator saturation. The proposed method has been evaluated and analyzed using an aircraft example against actuator faults subject to constraints on the magnitude and slew-rate of actuators.

바이어스 추정기에 의한 탱크 레벨시스템 고장검출 및 진단 (Fault detection and diagnosis for a tank level system by bias estimator)

  • 이철용;박정화;유재형;이상정
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1991년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 22-24 Oct. 1991
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    • pp.71-75
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    • 1991
  • This paper deals with designing a real-time fault and accommodation system. The LQG controller is adopted in the normal state and the output of LQG controller is corrected using Separated Bias Estimator in the faulty state. The proposed scheme has been applied to the two-tank control system and showed satisfactory performance.

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체크밸브의 원격 상태감시 시스템 구현 (Realization of Remote Condition Monitoring System for Check Valve)

  • 이승연;전정섭;유준
    • 제어로봇시스템학회논문지
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    • 제11권8호
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    • pp.662-668
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    • 2005
  • This paper presents a realization of check valve condition monitoring system based on fault diagnosis algorithm and Fieldbus communication. We first acquired AE(acoustic emission) sensor data at the check valve test loop, extract fault features through the teamed neural network, and send the processed data to a remote site. The overall system has been implemented and experimented results are given to show its effectiveness.