• DocumentCode
    1778269
  • Title

    Heuristic optimisation of state-of-charge feedback controller for hourly dispatch of hybrid PV/BES system

  • Author

    Daud, Muhamad Zalani ; Mohamed, Amr

  • Author_Institution
    Sch. of Ocean Eng., Univ. Malaysia Terengganu, Kuala Terengganu, Malaysia
  • fYear
    2014
  • fDate
    20-23 May 2014
  • Firstpage
    114
  • Lastpage
    119
  • Abstract
    This paper presents an improved state-of-charge feedback (SOC-FB) control scheme for battery energy storage (BES) for used in hourly dispatch the output of hybrid photovoltaic (PV) with battery energy storage (BES) system. Heuristic optimisation approaches employing the genetic algorithm, gravitational search algorithm and particle swarm optimisation are used in obtaining the optimal control parameters for the SOC-FB controller in tracking the hourly dispatched set-point (PSET) curve of the PV/BES system. The studied multi-parameter optimization problem also considers the evaluation of the optimal size of the BES. The performance of the heuristic optimization techniques are validated by comparing the results obtained from Matlab simulation with the results from previous works. In addition, the optimal controller with the proposed BES size is further validated through simulation using an actual PV system output data.
  • Keywords
    battery management systems; feedback; genetic algorithms; hybrid power systems; multivariable control systems; optimal control; particle swarm optimisation; photovoltaic power systems; power generation control; power generation dispatch; search problems; SOC-FB control scheme; battery energy storage; genetic algorithm; gravitational search algorithm; heuristic optimisation approach; hourly dispatched set-point curve; hybrid PV-BES system; multiparameter optimization problem; optimal control parameter; optimal size evaluation; particle swarm optimisation; photovoltaic power system; state-of-charge feedback; Asia; Batteries; Discharges (electric); Linear programming; Mathematical model; Optimization; System-on-chip; Battery energy storage; Optimal control; Photovoltaic power dispatch; State-of-charge;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Smart Grid Technologies - Asia (ISGT Asia), 2014 IEEE
  • Conference_Location
    Kuala Lumpur
  • Type

    conf

  • DOI
    10.1109/ISGT-Asia.2014.6873774
  • Filename
    6873774