• 제목/요약/키워드: Diagnosis System Development

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Development of a Fuzzy Fault Diagnosis System in Variable Speed Rotating Shafts (가변 속도 회전체의 퍼지 고장 진단 시스템의 개발)

  • Kim, Sung-Dong;Hong, Seong-Wook;Oh, Gil-Ho
    • Journal of the Korean Society for Precision Engineering
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    • v.14 no.5
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    • pp.66-75
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    • 1997
  • A fault diagnosis system for a variable speed rotating shaft probably demands a huge database, which makes it diffcult to be realized. This stuydy presents an effective method of fault diagnosis for variable speed rotating shafts. The proposed method is based upon a fuzzy reasoning and it includes a stepwize strategy to reduce the size of database in a diagnosis system. A computer program is developed to show the procedure of the diagnosis, and four cases of faults are applied to the program to illustarate the effectiveness of the proposed method. The propsed method is found to be useful in reducing the size of database from observation of the data files of the dianosis system. The case studies show that the proposed method can be useful for the diagnosis of variable speed rotating shafts.

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Development of a Fault Diagnosis Model for PEM Water Electrolysis System Based on Simulation (시뮬레이션 기반 PEM 수전해 시스템 고장 진단 모델 개발)

  • TEAHYUNG KOO;ROCKKIL KO;HYUNWOO NOH;YOUNGMIN SEO;DONGWOO HA;DAEIL HYUN;JAEYOUNG HAN
    • Transactions of the Korean hydrogen and new energy society
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    • v.34 no.5
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    • pp.478-489
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    • 2023
  • In this study, fault diagnosis and detection methods developed to ensure the reliability of polymer electrolyte membrane (PEM) hydrogen electrolysis systems have been proposed. The proposed method consists of model development and data generation of the PEM hydrogen electrolysis system, and data-driven fault diagnosis learning model development. The developed fault diagnosis learning model describes how to detect and classify faults in the sensors and components of the system.

The Development of HFPD System for Mibile-loading Vehicles (차량탑재형 HFPD의 개발)

  • Kim, Deok-Geun;Im, Jang-Seop;Yeo, In-Seon
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2001.05c
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    • pp.33-37
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    • 2001
  • Recently, the HFPD measurement testing is widely used in partial discharge measurement of HV machines because HFPD measurement testing receives less influence of external noise and has a merit of good sensitivity. Also HFPD testing is able to offer the judgement standard of degradation level of HV machine and can detect discharge signals in live-line. Therefore it is very useful method compare to previous conventional PD testing method and effective diagnosis method in power transformer that requires live-line diagnosis. But partial discharges have very complex characteristics of discharge pattern so it is required continuous research to development of precise analysis method. In recent, the study of partial discharge is carrying out discover of initial defect of power equipment through condition diagnosis and system development of degradation diagnosis using HFPD(High Frequency Partial Discharge) detection. In this study, simulated transformer is manufactured and HFPD occurred from transformer is measured with broad band antenna in real time, the degradation grade of transformer is analyzed through produced patterns in simulated transformer according to applied voltages.

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A Study on the Development of PD Simulation Pulse Generator for Evaluation of GIS Diagnosis System (GIS 진단시스템의 평가를 위한 PD 모의 펄스발생기 개발에 관한 연구)

  • Kim, Sungju;Chang, Sughun;Cho, Kook-hee
    • Journal of the Korean Society of Safety
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    • v.33 no.2
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    • pp.21-27
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    • 2018
  • The expansion and stable operation of electric power facilities are important factors with development of industrial facilities in modern society. In high-voltage equipment such as GIS, the insulation characteristics may be deterioated by environment-friendly gas adaption and miniaturization. There is also the possibility of accidents due to insulation breakdown due to the deterioration of power facilities. Therefore, it is necessary to extend the diagnosis system to continuously monitor the danger signals of these power equipment and to prevent accidents. Most of the internal defects in the GIS system are conductive particles, floating electrode defects, protrusion defects, and the like. In this case, a partial discharge phenomenon is accompanied. These partial discharge signals occur irregularly and various noise signals are included in the field, so it is difficult to evaluate the reliability in the development of the diagnostic system. In this paper, a study was made on equipment capable of generating a partial discharge simulated signal that can be adjusted in size and frequency to be applied to a diagnostic device by electromagnetic wave detection method. The PD simulated pulse generator consists of a user interface module, a high-voltage charging module, a pulse forming circuit, a voltage sensor and an embedded controller. In order to simulate the partial discharge phenomenon similar to the actual GIS, a discharge cell was designed and fabricated. The application of the prototype pulse generator to the commercialized PD diagnosis module confirmed that it can be used to evaluate the performance of the diagnostic device. It can be used for the development of GIS diagnosis system and performance verification for reliability evaluation.

Development of Fuzzy Rule-based Liver Function Test Diagnosis System (퍼지 규칙기반 간 기능 검사 해석 시스템의 개발)

  • Kim, Jong-Won;Oh, Kyung-Whan
    • Proceedings of the KOSOMBE Conference
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    • v.1992 no.05
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    • pp.155-160
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    • 1992
  • Liver function test is one of the most common tests for diagnosis and follow-up of patients and for heal th screening. Automatic interpretation and suggestions on the diagnostic possibilities contribute to shorten the interpretation time of the test results and help to provide qualified health care. Fuzzy logic has been recently introduced and being spread for these purposes. The present study aims at model Ins the foray rule-based laboratory diagnosis system. The fuzzy rule-based laboratory diagnosis system was applied to the diagnosis regarding liver function test. The system was evaluated by comparing with the stepwise multivariate discriminant function analysis, which showed similar results, and the overall accuracy of the fuzzy diagnosis system was about 80%.

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A study of system development for on-line monitoring and fault diagnosis of a concrete plant (콘크리트 플랜트의 온-라인 감시 및 고장진단을 위한 시스템 개발에 대한 연구)

  • 공영준;장태규;양원영
    • 제어로봇시스템학회:학술대회논문집
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    • 1993.10a
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    • pp.228-232
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    • 1993
  • This paper describes a on-line monitoring and fault diagnosis system designed for the automation of a medium-size concrete plant. The system is based on the structure of a hardware system of data acquisition and a personal computer. Simulation results are presented to illustrate the system operation. It applies the preconstructed rules to the plant data for the diagnosis of weighing processes.

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A Study on Propulsion system of Rural Development Program in Chungnam Province (지방정부의 농촌개발사업 추진체계의 문제점과 개선과제 - 충청남도를 중심으로 -)

  • Cho, Young-Jae
    • Journal of Korean Society of Rural Planning
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    • v.16 no.1
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    • pp.35-47
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    • 2010
  • With the cognition of the problems on propulsion system of rural development program, the requirement for accurate diagnosis of the problems and for reform scheme is increasing. This study was performed to solve the above requirement especially on the level of a local government, Chungnam province as an instance. For accurate diagnosis of the problems, the present situation of propulsion system, i.e. organization and governance, planning and policy making, implementation and supervision of rural development program was investigated, and the cognition of public officials and specialists was surveyed. From the study, it showed that the problems of propulsion system for rural development program in Chungnam province are duplication of work sphere among departments, formal administration of governance, an absence of long-term plan with vision and strategy, and absence of department in charge of comprehensive supervision and so on. As a result of the study 9 reform schemes to solve the problems were suggested.

The Development of Integrated Power Quality Diagnosis System for Power System (전력계통 전력품질 통합진단시스템 개발)

  • Kwak, N.H.;Jeon, Y.S.;Park, S.H.;Lee, I.M.;Park, H.C.
    • Proceedings of the KIEE Conference
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    • 2005.07a
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    • pp.277-279
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    • 2005
  • Recently, due to the increase of power conversion devices and nonlinear loads with the development of information, communication and control technologies, the instantaneous minute interruption factors such as voltage & current harmonics, surge occurring frequency, instantaneous voltage variation, voltage unbalance, flicker etc. have greatly threatened the power quality, and the deterioration of electric power facilities and the functional error of controllers are increasing. As such an instantaneous minute interruption appears to be small and local, accurate evaluation with measurement is difficult and total analysis system is required through a wide range of power quality effect analysis such as the simultaneous measurement on various power supply phenomena and the analysis on the interrelation with system loads. Most of conventional power quality diagnosis equipments have beer developed and applied, which were able to measure the stability rate of frequency, the stability rate of voltage, the electricity-failure duration etc, However, they were insufficient to analyze the system present situation, understand the cause of the failure occurred by the problem of power quality and analyze out the phenomena. Accordingly, this study will address the development of the system for a wide range of power quality diagnosis over the present level, the system for supporting the determination such as the analysis on risk factors, failure mode and impact, the system for harmonic evaluation based on international standards(IEC 61000 Series) and the total power quality diagnosis network & system with the extension and openness as a local and national-scale broadband power quality diagnosis system.

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Reliability Improvement of Insulation Diagnosis Using the Hydro-Generator On-Line Partial Discharge Monitoring System (수력발전기 On-line 부분방전 측정 시스템을 이용한 절연상태 진단의 신뢰성 향상)

  • Ok, Yeon-Ho;Lee, Eun-Woong;Lim, Jae-Il;Park, Ji-Kun;Kwak, Won-Ku;Lee, Jae-Heung;Shin, Jae-Pil;Shin, Byoung-Chol
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.58 no.4
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    • pp.469-475
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    • 2009
  • Accident dangerousness of domestic hydro power generators which are operated in Korea is on the increase because of use at the long term. On this, the Off-line diagnosis techniques developed to the On-line by continued domestic technical development since 2000. Especially, On-line insulation diagnosis of domestic hydro power generator is possible by localization of partial electric discharge sensor and On-line insulation diagnosis system. This paper shows the diagnosis result that is applied localized Ceramic Coupler and PDMS-HG(Partial Discharge Monitoring System for Hydro Generator) at four Chung-ju hydro Generator used for 25 years. Particularly, the confidence of insulation diagnosis is improved by using high frequency filter and sampling the partial discharge signals which occur in site. For reviewing the confidence of On-Line insulation diagnosis system, we measured the outside noises and partial discharge signals during practical operation by using the partial discharge diagnosis system of the Full A/D process. And we reviewed the confidence of the On-Line insulation diagnosis system by comparing and analyzing these data.

Development of Aging Diagnosis Algorithm for Photovoltaic Modules by Considering Electric Characteristics and Environment Factors (전기적특성과 환경인자를 고려한 태양광모듈의 열화진단 알고리즘 개발)

  • Lee, Kye-Ho;Choi, Sung-Sik;Kim, Byung-Ki;Jung, Jong-Yun;Kim, Chan-Hyeok;Rho, Dae-Seok
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.64 no.10
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    • pp.1411-1417
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    • 2015
  • The installation of PV system to the power distribution system is being increased as one of solutions for environmental pollution and energy crisis. However, the efficiency of PV system is getting decreased because of the aging phenomenon and several operation obstacles. Therefore, The technology development of aging diagnosis of PV modules are required in order to improve operation performance of PV modules. This paper proposes evaluation algorithm for aging state in PV modules by using the electrical characteristics of PV modules and environmental factors. And also, this paper presents a operation evaluation system of PV modules based on the proposed aging diagnosis algorithm of PV modules. From the simulation results of proposed evaluation system, it is confirmed that the proposed algorithm is a useful tool for aging diagnosis of PV systems.