Metaheuristic algorithm based PI controller design for Linearized Quadruple-Tank Process


Sahin A. K. , Tas T., Bertug E., Ayas M. Ş.

3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2021, Ankara, Turkey, 11 - 13 June 2021 identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/hora52670.2021.9461399
  • City: Ankara
  • Country: Turkey
  • Keywords: battle royale optimization, Decentralized PI controller, grey wolf optimization, linearized quadruple-tank process, minimum phase state
  • Karadeniz Technical University Affiliated: Yes

Abstract

© 2021 IEEE.In this paper, grey wolf optimization (GWO) based decentralized PI controller and battle royale optimization (BRO) based decentralized PI controller are proposed to improve transient response characteristics of linearized quadruple-tank process (QTP). The integral of the time-weighted absolute error (ITAE) metric, which is an error-based objective function, was utilized as the objective function for both algorithms. Convergence curve analysis, time-domain analysis and frequency-domain analysis (bode analysis) of the decentralized PI controller designed with two different approaches were performed. According to the results obtained, it was observed that the GWO-based decentralized PI controller improved the transient response characteristic of the quadruple-tank process compared to the BRO-based decentralized PI controller.