Title :
Ts fuzzy based adaptive perturb algorithm for MPPT of a grid connected single stage three phase VSC interfaced PV generating system
Author :
Mishra, S. ; Sekhar, P.C.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., Delhi, Delhi, India
Abstract :
This paper proposes an adaptive perturb maximum power point tracking algorithm for a grid connected single-stage, three-phase PV system, supplying the local load. As the Mamdani´s implications based systems are complex and take more processing time for generation of outputs in real time, a Takagi-Sugeno based fuzzy system is proposed and is used to make the perturbation adaptive. Maximum power point tracking is achieved with interleaved inner current control loop and outer voltage control loop. To convert nonlinear models into linear models, a feedback linearization scheme has been formulated, which uses the nonlinear transformation by means of diffeomorphism mapping. Sliding mode control technique has been incorporated in the feedback linearized control to add robustness to the control algorithm. The developed control algorithm along with proposed maximum power point tracking technique is tested for the maximum power extraction for various percents of rapid changes in insolation along with the changes in insolation with different ramp rates. Finally, the proposed algorithm is compared with the perturb and observe technique for evaluating its performance efficacy.
Keywords :
adaptive control; electric current control; feedback; fuzzy control; fuzzy systems; insulation; linear systems; maximum power point trackers; nonlinear control systems; perturbation techniques; photovoltaic power systems; power generation control; power grids; robust control; variable structure systems; voltage control; MPPT; Mamdani implications based system; TS fuzzy based adaptive perturb algorithm; Takagi-Sugeno based fuzzy system; diffeomorphism mapping; feedback linearization control scheme; grid connected single stage three phase VSC; insulation; interfaced PV generating system; interleaved inner current control loop; maximum power extraction; maximum power point tracking algorithm; nonlinear conversion model; nonlinear transformation; outer voltage control loop; robustness control algorithm; sliding mode control technique; Adaptation models; Adaptive systems; Fuzzy systems; Generators; Mathematical model; Radiation effects; Distributed generation; PV system; Takagi-Sugeno fuzzy systems; feedback linearization; maximum power point tracking; perturb and observe method; sliding mode control;
Conference_Titel :
Power and Energy Society General Meeting, 2012 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4673-2727-5
Electronic_ISBN :
1944-9925
DOI :
10.1109/PESGM.2012.6345397