IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v11y2022i1p22-d1009916.html
   My bibliography  Save this article

Optimized Fuzzy Logic Control System for Diver’s Automatic Buoyancy Control Device

Author

Listed:
  • Nenad Muškinja

    (Faculty of Electrical Engineering and Computer Science, University of Maribor, SI-2000 Maribor, Slovenia)

  • Matej Rižnar

    (Faculty of Electrical Engineering and Computer Science, University of Maribor, SI-2000 Maribor, Slovenia)

  • Marjan Golob

    (Faculty of Electrical Engineering and Computer Science, University of Maribor, SI-2000 Maribor, Slovenia)

Abstract

In this article, the design of a fuzzy logic control system (FLCS) in combination with multi-objective optimization for diver’s buoyancy control device (BCD) is presented. To either change or maintain the depth, the diver manually controls two pneumatic valves that are mounted on the inflatable diving jacket. This task can be very difficult, especially in specific diving circumstances such as poor visibility, safety stop procedures or critical life functions of the diver. The implemented BCD hardware automatically controls the diver’s depth by inflating or deflating the diver’s jacket with two electro-pneumatic valves. The FLCS in combination with the multi-objective optimization was used to minimize control error and simultaneously ensure minimal air supply consumption of the BCD. The diver’s vertical velocity is also critical, especially while the diver is ascending during the decompression procedure; therefore, a combination of depth and vertical velocity control was configured as a cascaded controller setup with outer proportional depth and inner FLCS vertical velocity control loops. The optimization of the FLCS parameters was achieved with differential evolution global optimum search algorithm. The results obtained were compared with the optimized cascaded position and velocity PID controller in simulations.

Suggested Citation

  • Nenad Muškinja & Matej Rižnar & Marjan Golob, 2022. "Optimized Fuzzy Logic Control System for Diver’s Automatic Buoyancy Control Device," Mathematics, MDPI, vol. 11(1), pages 1-15, December.
  • Handle: RePEc:gam:jmathe:v:11:y:2022:i:1:p:22-:d:1009916
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/11/1/22/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7390/11/1/22/
    Download Restriction: no
    ---><---

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:11:y:2022:i:1:p:22-:d:1009916. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.