• DocumentCode
    1148670
  • Title

    Nozzle and Working-Condition Classifications for Water Jet Systems

  • Author

    Lazzaroni, Massimo ; Ferrari, Stefano ; Cristaldi, Loredana ; Annoni, Massimiliano

  • Author_Institution
    Dept. of Inf. Technol., Univ. of Milano, Crema
  • Volume
    58
  • Issue
    5
  • fYear
    2009
  • fDate
    5/1/2009 12:00:00 AM
  • Firstpage
    1546
  • Lastpage
    1554
  • Abstract
    In this paper, a technique for assessing both the working and healthy conditions of water jet-system nozzles is presented. The proposed classifier is based on the discrete Fourier transform (DFT) of the instantaneous electrical power signal. With this in mind, it will be shown that the electrical power signal supports all necessary information to characterize both the working condition of the system and the nozzle type. Furthermore, the same signal can be analyzed with the aim of predicting the presence of an incoming faulty behavior. The presented technique is also used to build a second type of classifier. While the first one is of general application, the second one can be used when the properties of the orifice are known, and only the working conditions have to be classified. Results show the effectiveness of the proposed approach, which, due to its simplicity, can be embedded in a low-cost real-time diagnostic system. For the sake of clarity, a brief description of a water jet system is also presented.
  • Keywords
    discrete Fourier transforms; fault diagnosis; jets; nozzles; pattern classification; water jet cutting; discrete Fourier transform; low-cost real-time diagnostic system; nozzle; water jet systems; working-condition classifications; Fault diagnosis; feature extraction; pattern classification; pattern recognition (PR); power measurement; statistical process control; water jet systems;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2009.2012961
  • Filename
    4776487