A Real-Time Predictive-Maintenance System of Aluminum Electrolytic Capacitors Used in Uninterrupted Power Supplies

被引:164
|
作者
Abdennadher, Karim [1 ]
Venet, Pascal [2 ]
Rojat, Gerard [2 ]
Retif, Jean-Marie [2 ]
Rosset, Christophe [1 ]
机构
[1] INOVALLEE, Emerging Technol Dept IT Business, Schneider Elect, F-38334 Saint Ismier, France
[2] Univ Lyon 1, Elect Engn Lab, Lab Ampere, CNRS,UMR 5005, F-69622 Villeurbanne, France
关键词
Electrolytic capacitors; identification; Kalman filtering; predictive maintenance; real time;
D O I
10.1109/TIA.2010.2049972
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents a low-cost method to realize a real-time condition monitoring and a predictive-maintenance system of an electrolytic capacitor used in uninterruptible power supplies (UPSs). This method consists in detecting the changes in real time of the equivalent series resistance and the capacitance C values of the electrolytic capacitors. Simulation and experimental results are presented to illustrate the proposed monitoring technique. The proposed method can be used in UPS where waveforms are continuously varying in amplitude, frequency, and temperature. The proposed online failure prediction method has the merits of using only the existent resources in UPS and with the use of known algorithms.
引用
收藏
页码:1644 / 1652
页数:9
相关论文
共 50 条
  • [21] Model Predictive Control-Based Real-Time Power System Protection Schemes
    Jin, Licheng
    Kumar, Ratnesh
    Elia, Nicola
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (02) : 988 - 998
  • [22] Framework for Real-Time Predictive Maintenance Supported by Big Data Technologies
    Teixeira, Marco
    Thierstein, Francisco
    Entringer, Pedro
    Sa, Hugo
    Leitao, Jose Demetrio
    Leal, Fatima
    GOOD PRACTICES AND NEW PERSPECTIVES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, WORLDCIST 2024, 2024, 985 : 13 - 22
  • [23] THE INTEGRATION OF PREVENTIVE MAINTENANCE IN A REAL-TIME CONTROL SYSTEM
    LORBER, BE
    BLANCETT, CR
    COMMUNICATIONS OF THE ACM, 1960, 3 (07) : 397 - 397
  • [24] Real-time Control of Maintenance on Deteriorating Manufacturing System
    Huang, Jing
    Chang, Qing
    Zou, Jing
    Arinez, Jorge
    Xiao, Guoxian
    2018 IEEE 14TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2018, : 211 - 216
  • [25] Case study: a maintenance practice used with real-time telecommunications software
    Popovic, M
    Atlagic, B
    Kovacevic, V
    JOURNAL OF SOFTWARE MAINTENANCE AND EVOLUTION-RESEARCH AND PRACTICE, 2001, 13 (02): : 97 - 126
  • [26] A digital feedback control and real-time monitoring system of PF coil power supplies for HL-2A
    Zhou, Jian
    Song, X. M.
    Zheng, G. Y.
    Xia, F.
    Pan, W.
    Li, J. X.
    Zhang, J. H.
    Luo, C. W.
    Li, B.
    Ji, X. Q.
    Ren, L. L.
    Ma, R.
    FUSION ENGINEERING AND DESIGN, 2019, 142 : 20 - 25
  • [27] Scheduling for power reduction in a real-time system
    Brown, JJ
    Chen, DZ
    Greenwood, GW
    Hu, XB
    Taylor, RW
    1997 INTERNATIONAL SYMPOSIUM ON LOW POWER ELECTRONICS AND DESIGN, PROCEEDINGS, 1997, : 84 - 87
  • [28] Real-time determination of power system frequency
    Lobos, T
    Rezmer, J
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1997, 46 (04) : 877 - 881
  • [29] REAL-TIME POWER-SYSTEM SIMULATION
    RAFIAN, M
    STERLING, MJH
    IRVING, MR
    IEE PROCEEDINGS-C GENERATION TRANSMISSION AND DISTRIBUTION, 1987, 134 (03) : 206 - 223
  • [30] A real-time system for power quality testing
    Lakshmikanth, A
    Morcos, MM
    White, WN
    IMTC/97 - IEEE INSTRUMENTATION & MEASUREMENT TECHNOLOGY CONFERENCE: SENSING, PROCESSING, NETWORKING, PROCEEDINGS VOLS 1 AND 2, 1997, : 1019 - 1023