Water Cycle Algorithm Optimized Type II Fuzzy Controller for Load Frequency Control of a Multi-Area, Multi-Fuel System with Communication Time Delays

Faculty Engineering Year: 2022
Type of Publication: ZU Hosted Pages:
Authors:
Journal: Energies MDPI-Energies Volume:
Keywords : Water Cycle Algorithm Optimized Type , Fuzzy    
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.
   
     
 
       

Author Related Publications

  • Hytham Saad Mohamed Ramadan, "Efficient and Sustainable Reconfiguration of Distribution Networks via Metaheuristic Optimization", IEEE, 2022 More
  • Hytham Saad Mohamed Ramadan, "Efficient experimental energy management operating for FC/battery/SC vehicles via hybrid Artificial Neural Networks-Passivity Based Control", ELSEVIER, 2021 More
  • Hytham Saad Mohamed Ramadan, "Hydrogen storage technologies for stationary and mobile applications: Review, analysis and perspectives", ELSEVIER, 2021 More
  • Hytham Saad Mohamed Ramadan, "Efficient metaheuristic utopia-based multi-objective solutions of optimal battery-mix storage for microgrids", ELSEVIER, 2021 More
  • Hytham Saad Mohamed Ramadan, "Optimal reconfiguration for vulnerable radial smart grids under uncertain operating conditions", ELSEVIER, 2021 More

Department Related Publications

  • Mahdy Mohamed Mahdy Mohamed Elareny, "Mahdi M. M. El - Arini Fast Contingency Evaluation Method for Generator Outage Simulation and Power System Security Assessment", لايوجد, 1900 More
  • Mahdy Mohamed Mahdy Mohamed Elareny, "Mahdi M. M. El - Arini State companion Structure in Power System Control", لايوجد, 1900 More
  • Mahdy Mohamed Mahdy Mohamed Elareny, "Mahdi M. M. El - Arini Optimal Dynamic Load Shedding Policy for Generation Load Imbalances Including Voltage and Frequency Characteristics of Loads", لايوجد, 1900 More
  • Mahdy Mohamed Mahdy Mohamed Elareny, "Mahdi M. M. El - Arini A Fast Technique for Outage Studies in power System Planning and Operation", لايوجد, 1900 More
  • Mahdy Mohamed Mahdy Mohamed Elareny, "Mahdi M. M. El - Arini An Algorithm Based on Least Absolute Value for Measuring the Phase Angle between Two Signals for Power System Protection", لايوجد, 1900 More
Tweet