• DocumentCode
    1594760
  • Title

    Comparison of three evolutionary algorithms for harmonic mitigation using SAPF

  • Author

    Singh, Rambir ; Singh, Asheesh K. ; Kumar, Pradeep

  • Author_Institution
    Electr. Eng. Dept., Motilal Nehru Nat. Inst. of Technol., Allahabad, India
  • fYear
    2011
  • Firstpage
    392
  • Lastpage
    397
  • Abstract
    For power quality improvement, shunt active power filters (SAPF) having PWM controlled voltage source inverter (VSI) topology is extensively used in distribution networks, which utilizes the PI controller for reference voltage tracking. PI controller tuning with the assumption of linear PWM model leads to unsatisfactory results under varying operating conditions. Optimal tuning of PI gains is required to get the best response of PI controllers. This paper presents a comparative study of PI controller tuning in a SAPF using three evolutionary algorithms (EAs), viz. bacteria foraging (BF), bacteria foraging with swarming (BFS) and particle swarm optimisation (PSO), for current harmonic mitigation. The minimization of integral time square error (ITSE) and integral time absolute error (ITAE) as performance indices is used as objective function for optimisation. The simulation results show that PSO tuned PI with ITSE as minimized parameter performs better.
  • Keywords
    PI control; PWM invertors; active filters; distribution networks; evolutionary computation; harmonics suppression; particle swarm optimisation; power harmonic filters; voltage control; ITAE; ITSE; PI controller; PWM controlled voltage source inverter; SAPF; VSI topology; bacteria foraging algorithm; current harmonic mitigation; distribution networks; evolutionary algorithms; integral time absolute error minimization; integral time square error minimization; objective function; particle swarm optimisation; power quality improvement; reference voltage tracking control; shunt active power filters; Evolutionary computation; Harmonic analysis; Heuristic algorithms; Microorganisms; Optimization; Power harmonic filters; Voltage control; Active Filter; Distribution of electrical energy; Evolutionary Algorithms; Power quality; Voltage Source Inverters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial and Information Systems (ICIIS), 2011 6th IEEE International Conference on
  • Conference_Location
    Kandy
  • Print_ISBN
    978-1-4577-0032-3
  • Type

    conf

  • DOI
    10.1109/ICIINFS.2011.6038100
  • Filename
    6038100