Multiobjective maximum power tracking control of photovoltaic systems: T-S fuzzy model-based approach

被引:21
作者
Allouche, M. [1 ]
Dahech, K. [1 ]
Chaabane, M. [1 ]
机构
[1] Univ Sfax, Natl Engn Sch Sfax, Lab Sci & Tech Automat Control & Comp Engn Lab ST, Postal Box 1173, Sfax 3038, Tunisia
关键词
Multiobjective fuzzy tracking control; Maximum power point tracking (MPPT); Linear matrix inequalities (LMIs); Photovoltaic (PV) system; T-S fuzzy model; NONLINEAR DYNAMIC-SYSTEMS; CONTROL DESIGN;
D O I
10.1007/s00500-017-2691-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a multiobjective maximum power point tracking (MPPT) control for photovoltaic (PV) system to guarantee both optimal control and model reference tracking performance simultaneously. First, the Takagi and Sugeno (T-S) fuzzy model is employed to describe the dynamic behavior of DC-DC boost converter. Then, based on this exact T-S fuzzy representation, multiobjective MPPT controller is designed to minimize concurrently the tracking error and disturbance attenuation level for the PV system. A specified T-S reference model is constructed to provide the desired trajectory which must be tracked. An MPP searching algorithm is also added in the global MPPT structure to generate the optimal PV current which is considered as input control for the T-S reference model. Finally, simulation results are given to illustrate the optimal tracking performance of the proposed fuzzy controller even when rapidly changing climatic conditions.
引用
收藏
页码:2121 / 2132
页数:12
相关论文
共 25 条
[1]   High-Performance Adaptive Perturb and Observe MPPT Technique for Photovoltaic-Based Microgrids [J].
Abdelsalam, Ahmed K. ;
Massoud, Ahmed M. ;
Ahmed, Shehab ;
Enjeti, Prasad N. .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2011, 26 (04) :1010-1021
[2]   Efficiency Optimization of a DSP-Based Standalone PV System Using Fuzzy Logic and Dual-MPPT Control [J].
Al Nabulsi, Ahmad ;
Dhaouadi, Rached .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2012, 8 (03) :573-584
[3]   STEADY-STATE PERFORMANCE OF DC MOTORS SUPPLIED FROM PHOTOVOLTAIC GENERATORS WITH STEP-UP CONVERTER [J].
ALGHUWAINEM, SM .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1992, 7 (02) :267-272
[4]   An LMI approach to mixed H2/H∞ model following based Fuzzy control for nonlinear dynamic system [J].
Besheer, A. H. ;
Emara, H. M. ;
Aziz, M. M. Abdel .
2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, :3103-+
[5]  
Bor SC, 2015, FUZZY SET SYSTEMS
[6]   Stochastic H2/H∞ control with state-dependent noise [J].
Chen, BS ;
Zhang, WH .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2004, 49 (01) :45-57
[7]  
Chen BS, 2000, IEEE T FUZZY SYST, V8, P249, DOI 10.1109/91.855915
[8]   Robust Maximum Power Tracking Control of Uncertain Photovoltaic Systems: A Unified T-S Fuzzy Model-Based Approach [J].
Chiu, Chian-Song ;
Ouyang, Ya-Lun .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2011, 19 (06) :1516-1526
[9]   T-S Fuzzy Maximum Power Point Tracking Control of Solar Power Generation Systems [J].
Chiu, Chian-Song .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2010, 25 (04) :1123-1132
[10]  
Chong L, 2006, IEEE T SYST CYBERN, V36, P451