Fuzzy-Logic-Controller-Based SEPIC Converter for Maximum Power Point Tracking

This paper presents a fuzzy logic controller (FLC)-based single-ended primary-inductor converter (SEPIC) for maximum power point tracking (MPPT) operation of a photovoltaic (PV) system. The FLC proposed presents that the convergent distribution of the membership function offers faster response than the symmetrically distributed membership functions. The fuzzy controller for the SEPIC MPPT scheme shows high precision in current transition and keeps the voltage without any changes, in the variable-load case, represented in small steady-state error and small overshoot. The proposed scheme ensures optimal use of PV array and proves its efficacy in variable load conditions, unity, and lagging power factor at the inverter output (load) side. The real-time implementation of the MPPT SEPIC converter is done by a digital signal processor (DSP), i.e., TMS320F28335. The performance of the converter is tested in both simulation and experiment at different operating conditions. The performance of the proposed FLC-based MPPT operation of SEPIC converter is compared to that of the conventional proportional-integral (PI)-based SEPIC converter. The results show that the proposed FLC-based MPPT scheme for SEPIC can accurately track the reference signal and transfer power around 4.8% more than the conventional PI-based system.

[1]  Vadim I. Utkin,et al.  Sliding mode control , 2004 .

[2]  F. Pai,et al.  Performance Evaluation of Parabolic Prediction to Maximum Power Point Tracking for PV Array , 2011, IEEE Transactions on Sustainable Energy.

[3]  Jih-Sheng Lai,et al.  A Novel Valley-Fill SEPIC-Derived Power Supply Without Electrolytic Capacitor for LED Lighting Application , 2012, IEEE Transactions on Power Electronics.

[4]  Jeyraj Selvaraj,et al.  Fuzzy Logic Controller for MPPT SEPIC converter and PV single-phase inverter , 2011, 2011 IEEE Symposium on Industrial Electronics and Applications.

[5]  Nasrudin Abd Rahim,et al.  Maximum power point tracking of single-ended primary-inductor converter employing a novel optimisation technique for proportional-integral-derivative controller , 2013 .

[6]  Hyun-Lark Do,et al.  Soft-Switching SEPIC Converter With Ripple-Free Input Current , 2012, IEEE Transactions on Power Electronics.

[7]  B N Alajmi,et al.  Fuzzy-Logic-Control Approach of a Modified Hill-Climbing Method for Maximum Power Point in Microgrid Standalone Photovoltaic System , 2011, IEEE Transactions on Power Electronics.

[8]  A. Yazdani,et al.  A Control Methodology and Characterization of Dynamics for a Photovoltaic (PV) System Interfaced With a Distribution Network , 2009, IEEE Transactions on Power Delivery.

[9]  A. Ahfock,et al.  Direct current offset controller for transformerless single-phase photovoltaic grid-connected inverters , 2010 .

[10]  M. Nasir Uddin,et al.  Online Efficiency Optimization of a Fuzzy Logic Controller Based IPMSM Drive , 2009, 2009 IEEE Industry Applications Society Annual Meeting.

[11]  Hsin-Jang Shieh,et al.  Modeling and Control of PV Charger System With SEPIC Converter , 2009, IEEE Transactions on Industrial Electronics.

[12]  M. De la Sen,et al.  Sliding-Mode Control of Wave Power Generation Plants , 2012, IEEE Transactions on Industry Applications.

[13]  David Naso,et al.  Sliding-Mode Control With Double Boundary Layer for Robust Compensation of Payload Mass and Friction in Linear Motors , 2008, IEEE Transactions on Industry Applications.

[14]  Massimo Vitelli,et al.  Maximum Power Point Tracking in a One-Cycle-Controlled Single-Stage Photovoltaic Inverter , 2008, IEEE Transactions on Industrial Electronics.

[15]  E. H. Ismail,et al.  New Efficient Bridgeless Cuk Rectifiers for PFC Applications , 2012, IEEE Transactions on Power Electronics.

[16]  M. Vitelli,et al.  Optimized one-cycle control in photovoltaic grid connected applications , 2006, IEEE Transactions on Aerospace and Electronic Systems.

[17]  G. Petrone,et al.  Predictive & Adaptive MPPT Perturb and Observe Method , 2007, IEEE Transactions on Aerospace and Electronic Systems.

[18]  M. Liserre,et al.  Overview of PI-based solutions for the control of the dc-buses of a single-phase H-bridge multilevel active rectifier , 2008, Nineteenth Annual IEEE Applied Power Electronics Conference and Exposition, 2004. APEC '04..

[19]  Jeyraj Selvaraj,et al.  Multistring Five-Level Inverter With Novel PWM Control Scheme for PV Application , 2010, IEEE Transactions on Industrial Electronics.

[20]  Maurizio Cirrincione,et al.  Neural MPPT Control of Wind Generators With Induction Machines Without Speed Sensors , 2011, IEEE Transactions on Industrial Electronics.

[21]  W. L. Chan,et al.  Fast Acting Regenerative DC Electronic Load Based on a SEPIC Converter , 2012, IEEE Transactions on Power Electronics.

[22]  Zengshi Chen PI and Sliding Mode Control of a Cuk Converter , 2012, IEEE Transactions on Power Electronics.

[23]  Dezso Sera,et al.  Optimized Maximum Power Point Tracker for Fast-Changing Environmental Conditions , 2008, IEEE Transactions on Industrial Electronics.

[24]  N. A. Rahim,et al.  Optimized PID controller for both single phase inverter and MPPT SEPIC DC/DC converter of PV module , 2011, 2011 IEEE International Electric Machines & Drives Conference (IEMDC).

[25]  M. Vitelli,et al.  Optimization of perturb and observe maximum power point tracking method , 2005, IEEE Transactions on Power Electronics.

[26]  Jeyraj Selvaraj,et al.  Multilevel Inverter For Grid-Connected PV System Employing Digital PI Controller , 2009, IEEE Transactions on Industrial Electronics.

[27]  G. Uma,et al.  Design and implementation of reduced-order sliding mode controller for higher-order power factor correction converters , 2011 .

[28]  Vadim I. Utkin,et al.  Sliding mode control in electromechanical systems , 1999 .

[29]  Nasrudin Abd Rahim,et al.  Five-level inverter with dual reference modulation technique for grid-connected PV system , 2010 .

[30]  V. Agarwal,et al.  A Novel Scheme for Rapid Tracking of Maximum Power Point in Wind Energy Generation Systems , 2010, IEEE Transactions on Energy Conversion.

[31]  M.F. Naguib,et al.  Harmonics Reduction in Current Source Converters Using Fuzzy Logic , 2010, IEEE Transactions on Power Electronics.

[32]  Steffan Hansen,et al.  Investigation of Active Damping Approaches for PI-Based Current Control of Grid-Connected Pulse Width Modulation Converters With LCL Filters , 2010, IEEE Transactions on Industry Applications.

[33]  Mukhtiar Singh,et al.  Application of Adaptive Network-Based Fuzzy Inference System for Sensorless Control of PMSG-Based Wind Turbine With Nonlinear-Load-Compensation Capabilities , 2011, IEEE Transactions on Power Electronics.

[34]  Chien-Hsuan Chang,et al.  A fuzzy-logic-controlled single-stage converter for PV-powered lighting system applications , 2000, IEEE Trans. Ind. Electron..

[35]  S Ahmed,et al.  High-Performance Adaptive Perturb and Observe MPPT Technique for Photovoltaic-Based Microgrids , 2011, IEEE Transactions on Power Electronics.

[36]  Marco Tursini,et al.  Real-time gain tuning of PI controllers for high-performance PMSM drives , 2002 .

[37]  Bo Qu,et al.  An Improved Deadbeat Scheme With Fuzzy Controller for the Grid-side Three-Phase PWM Boost Rectifier , 2011, IEEE Transactions on Power Electronics.

[38]  M A Rahman,et al.  Analysis and Experimental Study of Magnetorheological-Based Damper for Semiactive Suspension System Using Fuzzy Hybrids , 2011, IEEE Transactions on Industry Applications.

[39]  Xu Yang,et al.  Wind Speed and Rotor Position Sensorless Control for Direct-Drive PMG Wind Turbines , 2010, IEEE Transactions on Industry Applications.

[40]  Pablo Sanchis Gúrpide Design and experimental operation of a control strategy for the buck-boost DC-AC inverter , 2005 .

[41]  Nobuyoshi Mutoh,et al.  A Method for MPPT Control While Searching for Parameters Corresponding to Weather Conditions for PV Generation Systems , 2004, IEEE Transactions on Industrial Electronics.