• DocumentCode
    2015859
  • Title

    Improved deterministic real-time estimation of Maximum Power Point in photovoltaic power systems

  • Author

    Maharjan, Salish ; Peng, Jimmy C. H. ; Weidong Xiao

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Masdar Inst. of Sci. & Technol., Abu Dhabi, United Arab Emirates
  • fYear
    2015
  • fDate
    1-4 Feb. 2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Heuristic tracking algorithms are commonly adopted for Maximum Power Point Tracking (MPPT), which generates oscillations around the Maximum Power Point (MPP) of the PV array. Alternative solution using deterministic curve-fitting approach is proposed in this paper to locate the MPP accurately. The non-linear PV curve is approximated by a polynomial equation, of which the coefficients can be identified in real time by using a recursive methodology with variable forgetting factors. This method is named as Recursive Estimation with Variable Forgetting Factor (REVFF). Thus, the tracking accuracy is improved without the perturbation of PV voltage. The proposed system and control scheme are implemented and verified by simulation.
  • Keywords
    curve fitting; maximum power point trackers; nonlinear control systems; photovoltaic power systems; recursive estimation; solar cell arrays; voltage control; MPPT improved deterministic real-time estimation; PV array; PV voltage perturbation control scheme; REVFF; deterministic curve fitting approach; heuristic tracking algorithm; maximum power point tracking; nonlinear PV curve; photovoltaic power system; polynomial equation; recursive estimation with variable forgetting factor; Least squares approximations; Mathematical model; Polynomials; Radiation effects; Real-time systems; Temperature; Newton Raphson method; Recursive least square; boost converter; forgetting factor; polynomial coefficient estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    GCC Conference and Exhibition (GCCCE), 2015 IEEE 8th
  • Conference_Location
    Muscat
  • Type

    conf

  • DOI
    10.1109/IEEEGCC.2015.7060077
  • Filename
    7060077