• DocumentCode
    1428159
  • Title

    A principal component feedforward algorithm for active noise control: flight test results

  • Author

    Cabell, Randolph ; Palumbo, Dan ; Vipperman, Jeffrey

  • Author_Institution
    NASA Langley Res. Center, Hampton, VA, USA
  • Volume
    9
  • Issue
    1
  • fYear
    2001
  • fDate
    1/1/2001 12:00:00 AM
  • Firstpage
    76
  • Lastpage
    83
  • Abstract
    An in-flight evaluation of a principal component algorithm for feedforward active noise control is discussed. Cabin noise at the first three harmonics of the blade passage frequency (103 Hz) of a Raytheon-Beech 1900D twin turboprop aircraft was controlled using 21 pairs of inertial force actuators bolted to the ring frames of the aircraft; 32 microphones provided error feedback inside the aircraft cabin. In a single frequency noise control test, the blade passage frequency was reduced by 15 dB averaged across the microphone array. When controlling the first three harmonics simultaneously, reductions of 11 dB at 103 Hz, 1.5 dB at 206 Hz, and 2.8 dB at 309 Hz were obtained. For single frequency feedforward control problems, the principal component algorithm is shown to be useful for reducing the computational burden and simplifying the implementation of control effort penalties in high channel count control systems. Good agreement was found between the in-flight behavior of the controller and the predicted optimal control solution
  • Keywords
    active noise control; aircraft; computational complexity; feedforward; principal component analysis; suboptimal control; 1.5 dB; 103 Hz; 11 dB; 15 dB; 2.8 dB; 206 Hz; 309 Hz; PCA; Raytheon-Beech 1900D twin turboprop aircraft; active noise control; aircraft cabin; blade passage frequency; cabin noise; computational burden reduction; control effort penalties; error feedback; feedforward active noise control; flight test results; high-channel-count control systems; in-flight evaluation; inertial force actuators; optimal control; principal component feedforward algorithm; single frequency feedforward control problems; single frequency noise control test; Active noise reduction; Aerospace control; Aircraft; Blades; Control systems; Force control; Force feedback; Frequency; Microphone arrays; Optimal control;
  • fLanguage
    English
  • Journal_Title
    Control Systems Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6536
  • Type

    jour

  • DOI
    10.1109/87.896748
  • Filename
    896748