Water cycle algorithm optimized type ii fuzzy controller for load frequency control of a multi-area, multi-fuel system with communication time delays

Ch Naga Sai Kalyan, B. Srikanth Goud, Ch Rami Reddy, Haitham S. Ramadan, Mohit Bajaj, Ziad M. Ali

Research output: Contribution to journalArticlepeer-review

46 Scopus citations

Abstract

This paper puts forward the implementation of an intelligent type II fuzzy PID (T2-FPID) controller tweaked with a water cycle algorithm (WCA), subjected to an error multiplied with time area over integral (ITAE) objective index for regularizing the variations in frequency and interline power flow of an interconnected power system during load disturbances. The WCA-based T2-FPID is tested on a multi-area (MA) system comprising thermal-hydro-nuclear (THN) (MATHN) plants in each area. The dynamical behavior of the system is analyzed upon penetrating area 1 with a step load perturbation (SLP) of 10%. However, power system practicality constraints, such as generation rate constraints (GRCs) and time delays in communication (CTDs), are examined. Afterward, a territorial control scheme of a superconducting magnetic energy storage system (SMES) and a unified power flow controller (UPFC) is installed to further enhance the system performance. The dominancy of the presented WCA-tuned T2-FPID is revealed by testing it on a widely used dual-area hydro-thermal (DAHT) power system model named test system 1 in this paper. Analysis reveals the efficacy of the presented controller with other approaches reported in the recent literature. Finally, secondary and territorial regulation schemes are subjected to sensitivity analysis to deliberate the robustness.

Original languageEnglish
Article number5387
JournalEnergies
Volume14
Issue number17
DOIs
StatePublished - 1 Sep 2021

Keywords

  • CTDs
  • ITAE index
  • Type II fuzzy controller
  • UPFC-SMES scheme
  • Water cycle algorithm

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