• Title/Summary/Keyword: 고장신호

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Reconfigurable Flight Control Law based on Model Following Scheme and Parameter Estimation (매개변수 추정 및 모델추종 적응제어기법을 이용한재형상 비행제어시스템 연구)

  • Mun, Gwan-Yeong;Kim, Yu-Dan;Lee, Han-Min
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.34 no.3
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    • pp.67-73
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    • 2006
  • In this paper, a reconfigurable model following flight control method is proposed based on direct adaptive scheme using parameter estimation. Adaptive control scheme updates the control gains to make the system output follow the reference output even when fault occurs. By adopting the frequency domain parameter estimation method, system changes by the fault can be estimated. Recursive Fourier transformation is used for system identification. Using recursive Fourier transform, the proposed adaptive control algorithm guarantees the system stability and improves the system characteristics. To evaluate the performance of proposed control method, numerical simulations are performed.

Input-Output Decoupling Control of Multivariable System with Robustness against Feedback Loop Failure (궤환회로 고장에 대해 강인성을 갖는 다변수 시스템의 비간섭 제어)

  • 김동화
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.17 no.8
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    • pp.805-815
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    • 1992
  • In this paper, robust decoupling control scheme of miftivarlable systems Is studied. Design methods for Input-Output decoupling systems with robustness against signal failure In arbitrary feedback loop or actuator loop Is suggested based on the Riccati type matrix equation and state feedback, and is simulated In Turbo-Generator systems with B-Input, 2 output. The results of simulation represents the decoupled and stable response against the failure of signal In sensor or actuator loop. However, the system designed by conventional ,it ate feedback shows the unstable response. This method Is applied for robust decoupling control of the complicated multivariable systems.

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Development of remote monitoring system based on wire and wireless internet Environment (유.무선 인터넷 환경에 연동한 원격 감시시스템 개발)

  • 박상국
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2004.05b
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    • pp.557-560
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    • 2004
  • In this paper, wireless internet services are combined with conventional wire internet service system. These system support that instrument manager can be access his instrument by use personal mobile devices and instrument manager can be take emergency action by use mobile devices. for this, error signal of local instruments are transmitted to the serial port of local server through Rf wireless communication channel. Also, The image of local instruments are transmitted to the web monitoring screen of main server. Network Camera System Supports remote monitoring functions. The interfacing of nam server with external user are possible through the mobile devices.

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A Predictive Bearing Anomaly Detection Model Using the SWT-SVD Preprocessing Algorithm (SWT-SVD 전처리 알고리즘을 적용한 예측적 베어링 이상탐지 모델)

  • So-hyang Bak;Kwanghoon Pio Kim
    • Journal of Internet Computing and Services
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    • v.25 no.1
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    • pp.109-121
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    • 2024
  • In various manufacturing processes such as textiles and automobiles, when equipment breaks down or stops, the machines do not work, which leads to time and financial losses for the company. Therefore, it is important to detect equipment abnormalities in advance so that equipment failures can be predicted and repaired before they occur. Most equipment failures are caused by bearing failures, which are essential parts of equipment, and detection bearing anomaly is the essence of PHM(Prognostics and Health Management) research. In this paper, we propose a preprocessing algorithm called SWT-SVD, which analyzes vibration signals from bearings and apply it to an anomaly transformer, one of the time series anomaly detection model networks, to implement bearing anomaly detection model. Vibration signals from the bearing manufacturing process contain noise due to the real-time generation of sensor values. To reduce noise in vibration signals, we use the Stationary Wavelet Transform to extract frequency components and perform preprocessing to extract meaningful features through the Singular Value Decomposition algorithm. For experimental validation of the proposed SWT-SVD preprocessing method in the bearing anomaly detection model, we utilize the PHM-2012-Challenge dataset provided by the IEEE PHM Conference. The experimental results demonstrate significant performance with an accuracy of 0.98 and an F1-Score of 0.97. Additionally, to substantiate performance improvement, we conduct a comparative analysis with previous studies, confirming that the proposed preprocessing method outperforms previous preprocessing methods in terms of performance.

Stator Current Processing Based Technique for Induction Motors Bearing Faults Diagnosis (유도전동기 베어링고장진단을 위한 고정자전류프로세싱 기술개발)

  • Hong, Won-Pyo;Yoon, Sup-Chung;Kim, Dong-Hwa
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2005.05a
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    • pp.311-318
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    • 2005
  • 이 논문은 다른 종류의 유도전동기 구름베어링 손상을 유도전동기 고정자 전류신호해석을 통하여 검출하고 실시간으로 손상을 진단하는 알고리즘을 개발하였다. 유도전동기 구름베어링의 손상을 검출하기 위하여 정상적인 베어링을 갖는 유도전동기, 축정열에 불량을 가지고 있는 전동기와 베어링 외륜에 구멍을 가지고 있는 2가지 종류의 비정상 베어링을 갖는 유도전동기 3set를 실험시스템을 구축하였다. 또한 유도전동기의 구름베어링시스템의 비정상적인 상태에서 고정자전류을 검출하기 위하여 TMS320F2407 DSP 칩을 이용하여 데이터 획득보드를 개발하였다. 이 고정자전류신호를 해석을 통하여 베어링 손상을 검출하기 위한 방법으로 FPT, 웨이브렛 분석 및 내적에 의한 평균신호패던에 의한 분석결과를 제시하였다. 특히 내적에 의한 신호분석을 통하여 베어링 손상 여부를 실시간으로 진단할 수 있는 새로운 알고리즘과 분석방법을 제시하였다.

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Vibration Signal Analysis of Running Electric Train using Adaptive Signal Processing (적응신호처리에 의한 주행전기동차의 진동신호해석)

  • 최연선
    • Journal of the Korean Society for Railway
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    • v.2 no.2
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    • pp.13-20
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    • 1999
  • The vibration signals of driving parts of electric train are distorted its signal patterns due to the impact components, which occurs when wheel passes rail joints. An elimination method of the impact components is investigated using adaptive signal processing technique in this study The result shows that adaptive interference canceling method seems to be more effective than line enhancement technique. The application of adaptive interference canceling method to the signal measured at bogie shows that the extractions of the signals of driving parts of traction motor, reduction gear, and axle bearing are successful. Therefore, only the signals of bogie, which is the place to attach an accelerometer easily, is sufficient for the fault diagnosis and the safety evaluation of electric train. Also, adaptive interference canceling method can be applicable to evaluate the performance of vibration isolation between bogie and car body and to investigate the characteristics of indoor sound.

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Study about De-Noising of PD signal using Wavelet Transform (Wavelet Transform을 이용한 PD 신호 De-Noising에 관한 연구)

  • Yang, Hoon-Seok;Kim, Sang-Hyun;Kim, Jong-Wang;Kim, Ji-Ho;Lee, Hyang-Beom
    • Proceedings of the KIEE Conference
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    • 2015.07a
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    • pp.828-829
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    • 2015
  • 본 논문은 몰드 변압기의 PD(Partial Discharge) 발생 여부를 판단하기 위해 Wavelet Transform을 이용한 PD 신호의 De-Noising에 관한 연구이다. PD는 변압기 고장사고 중 가장 판단하기 어렵고, 예방 및 진단 시 적은 항목의 검사 항목을 통해 관리되어진다. 따라서 보다 정확하게 PD 발생 여부를 판단하는 것이 중요하다. 본 논문에서는 몰드 변압기의 PD 신호를 측정하고, 취득한 신호를 Wavelet Transform을 이용한 De-Noising을 수행하고 몰드 변압기의 PD 발생여부에 대해 확인하는 방법에 대한 연구를 수행하였다.

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Chaotic Behaviour of Vibration signal for Rolling Mill Bearing Diagnistics (압연기 베어링진단을 위한 진동 신호의 카오스적 거동)

  • 배영철;김이곤;최남섭;김경민;정양희;최홍준;김서영;유권종
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.4 no.4
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    • pp.759-765
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    • 2000
  • A diagnosis system that provides early warnings regarding machine malfunction is very important for rolling mill so as to avoid great losses resulting from unexpected shutdown of the production line. But it is very difficult to provide early warnings in rolling mill. Because dynamics of rolling mill is non-linear. This paper shows a chaotic behavior of vibration signal in rolling mill using embedding method. Not only phase plane and Poincare map are implemented but also FH and histogram of vibration signal in rolling mill is presented by embedding method.

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전기설비의 검사, 점검 및 시험⑦

  • Gwon, Sun-Gu;Kim, Gi-Uk;Lee, Gyu-Bok
    • Electric Engineers Magazine
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    • v.256 no.12
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    • pp.37-44
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    • 2003
  • 고압계통의 사고나 발전설비의 자동전압조정기의고장 등에 의하여 전압이 기준치보다 상승, 강하하였을 때 그 변동치를 검출하여 이상전압에서 전기설비를 보호하기 위하여 과전압 및 부족전압계 전기가 비상전원장치의 시동신호용으로서 부족전압계전기로 사용되고 있다.

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