• DocumentCode
    2367894
  • Title

    Thermal protection for successively starting three phase induction motors using Particle Swarm Optimization technique

  • Author

    El-Amary, Noha H. ; Ezzat, Farid A. ; Mostafa, Yasser G. ; Ghoneim, Walid A M

  • Author_Institution
    Dept. of Electr. & control Eng., AAST, Cairo, Egypt
  • fYear
    2012
  • fDate
    18-25 May 2012
  • Firstpage
    788
  • Lastpage
    793
  • Abstract
    In this paper a thermal protection technique is presented by applying Particle Swarm Optimization (PSO) technique to thermally protect three phase Induction Motors (IMs), that are being successively starting, from operating beyond the IM thermal limits. This approach is implemented with PSO so as to determine the number of starting and operating times versus the IM thermal capability. This leads to a great improvement in the industry of thermal protection relays. The proposed simulation is conducted using Matlab-Simulink for simulating the induction motor. The model is successively started through constant periodic time switching pulses with varying duty cycles. The output of the modeled induction motor is fed to a developed PSO technique program to find the optimal number of operating cycles regarding the duration of the duty cycle. The thermal capability is the main limitation for the number of starting cycles. The Induction motor will be inhibited from starting after reaching the thermal capacity limit. The developed model is tested to give satisfactory results.
  • Keywords
    induction motor protection; particle swarm optimisation; relay protection; IM thermal capability; IM thermal limits; Matlab-Simulink; constant periodic time switching pulses; duty cycles; operating cycles; operating time; particle swarm optimization technique; starting cycles; starting time; thermal capacity limit; thermal protection relays; three phase induction motors; Equations; Heating; Induction motors; Integrated circuit modeling; Mathematical model; Stator windings; Artificial Intelligence thermal protective relay; Induction motor; Particle Swarm Optimization (PSO); thermal protection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Environment and Electrical Engineering (EEEIC), 2012 11th International Conference on
  • Conference_Location
    Venice
  • Print_ISBN
    978-1-4577-1830-4
  • Type

    conf

  • DOI
    10.1109/EEEIC.2012.6221482
  • Filename
    6221482