Title :
Novel algorithm of MPPT for PV array based on variable step Newton-Raphson method through model predictive control
Author :
Hosseini, Seyed Hossein ; Farakhor, Amir ; Khadem Haghighian, Saeideh
Author_Institution :
Fac. of Electr. & Comput. Eng., Univ. of Tabriz, Tabriz, Iran
Abstract :
In this paper a new method of maximum power point tracking (MPPT) strategy based on Newton-Raphson algorithm is presented for photovoltaic (PV) power systems, which makes a high efficiency for PV power systems. In this approach variable step Newton-Raphson algorithm is applied to improve the dynamic response of PV array MPPT which is based on improved perturb and observe (IP&O) algorithm. Improved perturb and observe (IP&O) MPPT algorithm and model predictive control (MPC) are developed to control the output current of a boost converter in order to extract maximum solar power from the panel. MPPT tracker compels the system to operate at maximum power point through appropriate control of boost DC/DC converter. In the final stage a simple model predictive current control strategy is employed for two-level three-phase inverter to deliver power to a load. Descriptions of the proposed system along with detailed simulation results which verify its feasibility are given using MATLAB/Simulink software.
Keywords :
DC-DC power convertors; Newton-Raphson method; dynamic response; electric current control; invertors; mathematics computing; photovoltaic power systems; predictive control; MATLAB; MPC; MPPT strategy; PV array MPPT; PV power systems; Simulink software; boost DC/DC converter; dynamic response; improved perturb and observe algorithm; maximum power point tracking strategy; model predictive control; photovoltaic power systems; predictive current control strategy; two-level three-phase inverter; variable step Newton-Raphson algorithm; variable step Newton-Raphson method; Arrays; Equations; Integrated circuit modeling; MATLAB; Mathematical model; Predictive control; Reliability; Improved perturb and observe algorithm; Model predictive control; Photovoltaic array; Variable step Newton-Raphson method;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2013 13th International Conference on
Conference_Location :
Gwangju
Print_ISBN :
978-89-93215-05-2
DOI :
10.1109/ICCAS.2013.6704181