Title :
Robust Maximum Power Tracking Control of Uncertain Photovoltaic Systems: A Unified T-S Fuzzy Model-Based Approach
Author :
Chiu, Chian-song ; Ouyang, Ya-Lun
Author_Institution :
Dept. of Electr. Eng., Chung-Yuan Christian Univ., Chungli, Taiwan
Abstract :
This paper presents a unified T-S fuzzy model-based maximum power control approach to enhance the efficiency and robustness of the solar photovoltaic (PV) power generation. First, the maximum-power-voltage-based control scheme and direct maximum power control scheme are introduced for the maximum power point tracking (MPPT). By using T-S fuzzy model representation, the two MPPT control schemes are formulated to an output tracking control problem in a unified form. Then, the T-S fuzzy observer and controller are developed to achieve asymptotic MPPT for uncertain PV power systems, where the controller and observer gains are able to be separately solved from novel linear matrix inequality formulation. Furthermore, the MPPT robustness is also discussed in the presence of rapidly changing atmosphere and external disturbances. Different from the traditional MPPT approaches, the proposed T-S fuzzy controller does not require searching the maximum power operational point and using coordinate transformation. All the buck, boost, or buck-boost converters can be used to achieve MPPT in the same control method. Finally, the satisfactory performance is shown from the simulation and experimental results.
Keywords :
fuzzy control; linear matrix inequalities; observers; photovoltaic power systems; power convertors; power generation control; robust control; uncertain systems; T-S fuzzy model representation; T-S fuzzy observer; buck-boost converter; direct maximum power control scheme; linear matrix inequality formulation; maximum power point tracking; maximum-power-voltage-based control scheme; output tracking control problem; robust maximum power tracking control; solar photovoltaic power generation; uncertain PV power system; uncertain photovoltaic system; unified T-S fuzzy model-based approach; Fuzzy logic; Photovoltaic systems; Robustness; Solar power generation; Takagi-Sugeno model; Uncertainty; Maximum power point tracking (MPPT); PV system; T-S fuzzy model; uncertainty;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2010.2093900