T-S fuzzy control for MPPT of photovoltaic pumping system

被引:6
作者
Allouche, Moez [1 ]
Dahech, Karim [1 ]
Chaabane, Mohamed [1 ]
Mehdi, Driss [2 ]
机构
[1] Univ Sfax, Natl Sch Engn Sfax, Lab Sci & Tech Automat Control & Comp Engn Lab ST, Postal Box 1173, Sfax 3038, Tunisia
[2] Univ Poitiers, Poitiers Natl Sch Engn ENSIP, Lab Comp & Automat Syst LIAS, Poitiers, France
关键词
Fuzzy controller; H-infinity performance; T-S fuzzy model; Maximum Power Point Tracking (MPPT); Linear Matrix Inequality (LMI); PERFORMANCE ANALYSIS; TRACKING CONTROL; OPTIMIZATION; DESIGN;
D O I
10.3233/JIFS-17400
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 robust fuzzy control scheme for maximum power tracking of a photovoltaic (PV) pumping system dedicated to domestic use. This system is composed of a photovoltaic generator (PVG) supplying via a DC-DC boost converter, a DC motor coupled to a centrifugal pump. A knowledge dynamic model of the pumping system is firstly developed leading to a Takagi Sugeno (TS) representation by a simple convex polytopic transformation. This approach allows to reproduce the dynamic behavior of the system with accuracy over a wide operating range. Then, a robust T-S fuzzy MPPT controller is designed to track the reference speed and achieve an optimal operation of the photovoltaic pumping system. The proposed controller generates the optimal duty cycle to match the motor-pump impedance with the PV generator via a DC-DC converter, and thus, maximizes the quantity of water pumped daily. Finally, simulation results which take into account all changes in climatic conditions are presented for both transient and steady state operation.
引用
收藏
页码:2521 / 2533
页数:13
相关论文
共 17 条
[1]  
Annabi M., 2008, DEV PUMPING SMALL IR
[2]   A fuzzy global efficiency optimization of a photovoltaic water pumping system [J].
Benlarbi, K ;
Mokrani, L ;
Nait-Said, MS .
SOLAR ENERGY, 2004, 77 (02) :203-216
[3]   Performance optimization of a photovoltaic induction motor pumping system [J].
Betka, A ;
Moussi, A .
RENEWABLE ENERGY, 2004, 29 (14) :2167-2181
[4]   Optimization of a photovoltaic pumping system based on the optimal control theory [J].
Betka, A. ;
Attali, A. .
SOLAR ENERGY, 2010, 84 (07) :1273-1283
[5]  
Bridle R., 2014, Fossil-Fuel Subsidies: A barrier to renewable energy in five Middle East and North African countries
[6]   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
[7]  
Dahmane M., 2013, 3 INT C SYST CONTR A, P29
[8]   Comparison of Directly Connected and Constant Voltage Controlled Photovoltaic Pumping Systems [J].
Elgendy, Mohammed Ali ;
Zahawi, Bashar ;
Atkinson, David John .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2010, 1 (03) :184-192
[9]   Design optimization of photovoltaic powered water pumping systems [J].
Ghoneim, AA .
ENERGY CONVERSION AND MANAGEMENT, 2006, 47 (11-12) :1449-1463
[10]   A comprehensive review on energy efficiency enhancement initiatives in centrifugal pumping system [J].
Kalaiselvan, Arun Shankar Vishnu ;
Subramaniam, Umashankar ;
Shanmugam, Paramasivam ;
Hanigovszki, Norbert .
APPLIED ENERGY, 2016, 181 :495-513