• DocumentCode
    1533749
  • Title

    An acoustic system for providing the two-phase liquid profile in oil field storage tanks

  • Author

    Meribout, Mahmoud ; Al Naamany, A. ; Al Busaidi, K.

  • Author_Institution
    Electr. Eng. Dept., Pet. Inst., Abu Dhabi, United Arab Emirates
  • Volume
    56
  • Issue
    10
  • fYear
    2009
  • fDate
    10/1/2009 12:00:00 AM
  • Firstpage
    2241
  • Lastpage
    2250
  • Abstract
    The continuing need for in situ measurements of the emulsion layer between crude oil and water within oil field tanks has initiated experimental and theoretical investigations of candidate measurement methods. This paper describes a new low-cost and nonradioactive industrial field prototype device that provides, continuously and in real time, the vertical profile of the 2-phase liquid within oil field tank separators (i.e., percentage of water in oil at different heights of the tank, as well as the emulsion layer interfaces) using ultrasonic waves. The device, which has been installed in a vessel through an 8-in. flange, consists of a 1-D array of tens of ultrasonic transducers (28 transducers in this paper) that are activated in a time-multiplexed manner by an embedded transmitter fixed on the top of the tank. This latest version implements a feedforward neural network with back-propagation learning to determine the vertical water-cut distribution along the vessel. It also implements an expert-system-based algorithm to determine the lower and higher positions of the emulsion layer. The results obtained from the extensive experiments, which have been conducted under various conditions of temperature, indicate that the device can determine the profile of the 2-phase liquid within a relative error of plusmn 3%.
  • Keywords
    backpropagation; crude oil; emulsions; expert systems; feedforward neural nets; fuel storage; oil technology; tanks (containers); two-phase flow; ultrasonic measurement; acoustic system; back-propagation learning; crude oil; emulsion layer; expert-system-based algorithm; feedforward neural network; oil field storage tanks; oil field tank separators; two-phase liquid profile; ultrasonic transducer; ultrasonic waves; vertical water-cut distribution; Acoustic measurements; Feedforward neural networks; Flanges; Neural networks; Particle separators; Petroleum; Prototypes; Transmitters; Ultrasonic transducer arrays; Ultrasonic transducers;
  • fLanguage
    English
  • Journal_Title
    Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-3010
  • Type

    jour

  • DOI
    10.1109/TUFFC.2009.1306
  • Filename
    5306770