Shading mitigation techniques: State-of-the-art in photovoltaic applications

The Photovoltaic (PV) systems are gaining popularity for both standalone and grid connected applications. These systems offer benefits of being static, modular, environmental friendly; and converts light from the Sun, which is perennial source of clean and green energy. The energy conversion in PV system is although instantaneous, yet less efficient because of optical and electrical losses. The optical loss caused by partial shading reduces a PV system output greatly, if not properly mitigated. The shading mitigation techniques are therefore an integral part of power conditioning unit of all large PV systems. These mitigation techniques ensure global peak operation of PV plant under undesirable condition of partial shading. Multitudes of such mitigation techniques are available in literature; though each one of them exhibits some vulnerability. This paper therefore intends to present state-of-art in existing shading mitigation techniques. The review presents rationale behind the reported techniques and compares them on some common parameters of control strategy, granularity, accuracy, tracking speed, complexity, efficiency and number of sensors employed. This comprehensive review on shading mitigation techniques would certainly help researcher to select appropriate MPPT techniques for a given PV application.

[1]  Olivier Trescases,et al.  Multi-input single-inductor dc-dc converter for MPPT in parallel-connected photovoltaic applications , 2011, 2011 Twenty-Sixth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[2]  Vivek Agarwal,et al.  Exact Maximum Power Point Tracking of Grid-Connected Partially Shaded PV Source Using Current Compensation Concept , 2014, IEEE Transactions on Power Electronics.

[3]  Sompob Polmai,et al.  The efficiency improvement of series connected PV panels operating under partial shading condition by using per-panel DC/DC converter , 2011, The 8th Electrical Engineering/ Electronics, Computer, Telecommunications and Information Technology (ECTI) Association of Thailand - Conference 2011.

[4]  Naehyuck Chang,et al.  Architecture and Control Algorithms for Combating Partial Shading in Photovoltaic Systems , 2014, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

[5]  Filippo Attivissimo,et al.  PARAMETERS ESTIMATION FOR A MODEL OF PHOTOVOLTAIC PANELS , 2009 .

[6]  Hossein Iman-Eini,et al.  A new maximum power point tracking strategy for PV arrays under uniform and non-uniform insolation conditions , 2013 .

[7]  Vivek Agarwal,et al.  Current Equalization in Photovoltaic Strings With Module Integrated Ground-Isolated Switched Capacitor DC–DC Converters , 2014, IEEE Journal of Photovoltaics.

[8]  H. Otsuka,et al.  Control characteristics of a fibonacci-search-based maximum power point tracker when a photovoltaic array is partially shaded , 2004, The 4th International Power Electronics and Motion Control Conference, 2004. IPEMC 2004..

[9]  Marco Dorigo,et al.  Ant colony optimization for continuous domains , 2008, Eur. J. Oper. Res..

[10]  Y. Al-Turki,et al.  A review on maximum power point tracking for photovoltaic systems with and without shading conditions , 2017 .

[11]  Giuseppe Carannante,et al.  Experimental Performance of MPPT Algorithm for Photovoltaic Sources Subject to Inhomogeneous Insolation , 2009, IEEE Transactions on Industrial Electronics.

[12]  A. M. Shandilya,et al.  A Different Approach to Design Non-Isolated DC-DC Converters for Maximum Power Point Tracking in Solar Photovoltaic Systems , 2016, J. Circuits Syst. Comput..

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

[14]  Adel Mellit,et al.  New neural network and fuzzy logic controllers to monitor maximum power for wind energy conversion system , 2016 .

[15]  Masatoshi Uno,et al.  Single-Switch Cell Voltage Equalizer Using Multistacked Buck-Boost Converters Operating in Discontinuous Conduction Mode for Series-Connected Energy Storage Cells , 2011, IEEE Transactions on Vehicular Technology.

[16]  D. Devaraj,et al.  Development and analysis of adaptive fuzzy controllers for photovoltaic system under varying atmospheric and partial shading condition , 2013, Appl. Soft Comput..

[17]  Yuhua Cheng,et al.  An Improved MPPT Controller for Photovoltaic System Under Partial Shading Condition , 2014, IEEE Transactions on Sustainable Energy.

[18]  Mutlu Boztepe,et al.  Voltage based power compensation system for photovoltaic generation system under partially shaded insolation conditions , 2008 .

[19]  Rajesh Kumar Nema,et al.  Maximum power point tracking control techniques: State-of-the-art in photovoltaic applications , 2013 .

[20]  Anis Sakly,et al.  Comparison between conventional methods and GA approach for maximum power point tracking of shaded solar PV generators , 2013 .

[21]  Guillermo Velasco-Quesada,et al.  Electrical PV Array Reconfiguration Strategy for Energy Extraction Improvement in Grid-Connected PV Systems , 2009, IEEE Transactions on Industrial Electronics.

[22]  Youbing Zhang,et al.  Modeling and maximum power point tracking (MPPT) method for PV array under partial shade conditions , 2014 .

[23]  Kenji Kobayashi,et al.  A study on a two stage maximum power point tracking control of a photovoltaic system under partially shaded insolation conditions , 2003, IEEE Power Engineering Society General Meeting.

[24]  Yong Kang,et al.  A Variable Step Size INC MPPT Method for PV Systems , 2008, IEEE Transactions on Industrial Electronics.

[25]  Vassilios G. Agelidis,et al.  A cascaded inverter for transformerless single-phase grid-connected photovoltaic systems , 1999 .

[26]  B. Lehman,et al.  A reconfigurable solar photovoltaic array under shadow conditions , 2008, 2008 Twenty-Third Annual IEEE Applied Power Electronics Conference and Exposition.

[27]  Saad Mekhilef,et al.  Simulation and Hardware Implementation of Incremental Conductance MPPT With Direct Control Method Using Cuk Converter , 2011, IEEE Transactions on Industrial Electronics.

[28]  Kashif Ishaque,et al.  A Deterministic Particle Swarm Optimization Maximum Power Point Tracker for Photovoltaic System Under Partial Shading Condition , 2013, IEEE Transactions on Industrial Electronics.

[29]  T. Senjyu,et al.  Feedforward maximum power point tracking of PV systems using fuzzy controller , 2002 .

[30]  Sergio Busquets-Monge,et al.  Voltage Balancing Control of Diode-Clamped Multilevel Converters With Passive Front-Ends , 2008 .

[31]  R. Ramaprabha,et al.  Maximum power point tracking of partially shaded solar PV system using modified Fibonacci search method with fuzzy controller , 2012 .

[32]  Marwan M. Mahmoud,et al.  Transient analysis of a PV power generator charging a capacitor for measurement of the I–V characteristics , 2006 .

[33]  Chung-Yuen Won,et al.  A Real Maximum Power Point Tracking Method for Mismatching Compensation in PV Array Under Partially Shaded Conditions , 2011, IEEE Transactions on Power Electronics.

[34]  Muhammad Amjad,et al.  A direct control based maximum power point tracking method for photovoltaic system under partial shading conditions using particle swarm optimization algorithm , 2012 .

[35]  Brad Lehman,et al.  An Adaptive Solar Photovoltaic Array Using Model-Based Reconfiguration Algorithm , 2008, IEEE Transactions on Industrial Electronics.

[36]  Ling Chen,et al.  An improved ant colony algorithm in continuous optimization , 2003 .

[37]  Tsutomu Hoshino,et al.  Maximum photovoltaic power tracking: an algorithm for rapidly changing atmospheric conditions , 1995 .

[38]  V. Agarwal,et al.  Switched capacitor DC-DC converter based current equalization scheme for maximum power extraction from partially shaded PV modules without bypass diodes , 2012, 2012 38th IEEE Photovoltaic Specialists Conference.

[39]  S. Nema,et al.  Matlab / simulink based study of photovoltaic cells / modules / array and their experimental verification , 2010 .

[40]  Emilio Figueres,et al.  Reconfigurable Control Scheme for a PV Microinverter Working in Both Grid-Connected and Island Modes , 2013, IEEE Transactions on Industrial Electronics.

[41]  Joan Rocabert,et al.  Multilevel Diode-Clamped Converter for Photovoltaic Generators With Independent Voltage Control of Each Solar Array , 2008, IEEE Transactions on Industrial Electronics.

[42]  Bidyadhar Subudhi,et al.  A Comparative Study on Maximum Power Point Tracking Techniques for Photovoltaic Power Systems , 2013, IEEE Transactions on Sustainable Energy.

[43]  A. Bidram,et al.  Control and Circuit Techniques to Mitigate Partial Shading Effects in Photovoltaic Arrays , 2012, IEEE Journal of Photovoltaics.

[44]  Soubhagya Kumar Dash,et al.  Maximum power point tracking (MPPT) techniques: Recapitulation in solar photovoltaic systems , 2016 .

[45]  Quan Li,et al.  A Review of the Single Phase Photovoltaic Module Integrated Converter Topologies With Three Different DC Link Configurations , 2008, IEEE Transactions on Power Electronics.

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

[47]  Stephen J. Finney,et al.  A Maximum Power Point Tracking Technique for Partially Shaded Photovoltaic Systems in Microgrids , 2013, IEEE Transactions on Industrial Electronics.

[48]  Vivek Agarwal,et al.  Maximum Power Point Tracking Scheme for PV Systems Operating Under Partially Shaded Conditions , 2008, IEEE Transactions on Industrial Electronics.

[49]  F. Guinjoan,et al.  Grid-connected PV systems energy extraction improvement by means of an Electric Array Reconfiguration (EAR) strategy: Operating principle and experimental results , 2008, 2008 IEEE Power Electronics Specialists Conference.

[50]  Yi-Hwa Liu,et al.  A Particle Swarm Optimization-Based Maximum Power Point Tracking Algorithm for PV Systems Operating Under Partially Shaded Conditions , 2012, IEEE Transactions on Energy Conversion.

[51]  Gun-Woo Moon,et al.  A New Buck-boost Type Battery Equalizer , 2009, 2009 Twenty-Fourth Annual IEEE Applied Power Electronics Conference and Exposition.

[52]  Johan H R Enslin,et al.  Integrated photovoltaic maximum power point tracking converter , 1997, IEEE Trans. Ind. Electron..

[53]  Man-Chung Wong,et al.  A 3-D generalized direct PWM algorithm for multilevel converters , 2005 .

[54]  Kay Soon Low,et al.  A Global Maximum Power Point Tracking Scheme Employing DIRECT Search Algorithm for Photovoltaic Systems , 2010, IEEE Transactions on Industrial Electronics.

[55]  Yie-Tone Chen,et al.  A fuzzy-logic based auto-scaling variable step-size MPPT method for PV systems , 2016 .

[56]  Kashif Ishaque,et al.  An Improved Particle Swarm Optimization (PSO)–Based MPPT for PV With Reduced Steady-State Oscillation , 2012, IEEE Transactions on Power Electronics.

[57]  Seung-Ki Sul,et al.  Asymmetric Control of DC-Link Voltages for Separate MPPTs in Three-Level Inverters , 2013, IEEE Transactions on Power Electronics.

[58]  Koray Sener Parlak,et al.  FPGA based new MPPT (maximum power point tracking) method for PV (photovoltaic) array system operating partially shaded conditions , 2014 .

[59]  L. Zhang,et al.  Multilevel DC-Link Inverter and Control Algorithm to Overcome the PV Partial Shading , 2013, IEEE Transactions on Power Electronics.

[60]  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.

[61]  Filippo Attivissimo,et al.  Uncertainty Analysis in Photovoltaic Cell Parameter Estimation , 2012, IEEE Transactions on Instrumentation and Measurement.

[62]  Yanli Liu,et al.  Research on an adaptive solar photovoltaic array using shading degree model-based reconfiguration algorithm , 2010, 2010 Chinese Control and Decision Conference.

[63]  S. Mekhilef,et al.  Implementation of incremental conductance method with direct control , 2011, TENCON 2011 - 2011 IEEE Region 10 Conference.

[64]  Mohammad Hassan Moradi,et al.  Classification and comparison of maximum power point tracking techniques for photovoltaic system: A review , 2013 .

[65]  Yanli Liu,et al.  An adaptive solar photovoltaic array reconfiguration method based on fuzzy control , 2010, 2010 8th World Congress on Intelligent Control and Automation.

[66]  Thomas Stützle,et al.  An incremental ant colony algorithm with local search for continuous optimization , 2011, GECCO '11.

[67]  Mutlu Boztepe,et al.  Global MPPT Scheme for Photovoltaic String Inverters Based on Restricted Voltage Window Search Algorithm , 2014, IEEE Transactions on Industrial Electronics.

[68]  Vivek Agarwal,et al.  A new voltage equalization based distributed maximum power point extraction from a PV source operating under partially shaded conditions , 2013, 2013 IEEE 39th Photovoltaic Specialists Conference (PVSC).

[69]  Jubaer Ahmed,et al.  A Maximum Power Point Tracking (MPPT) for PV system using Cuckoo Search with partial shading capability , 2014 .

[70]  M. K. Tan,et al.  Optimization of partially shaded PV array using fuzzy MPPT , 2011, 2011 IEEE Colloquium on Humanities, Science and Engineering.

[71]  N. Pearsall,et al.  Estimation of output enhancement of a partially shaded BIPV array by the use of AC modules , 1997, Conference Record of the Twenty Sixth IEEE Photovoltaic Specialists Conference - 1997.

[72]  Marcello Chiaberge,et al.  A maximum power point tracking technique based on bypass diode mechanism for PV arrays under partial shading , 2014 .

[73]  Robert J. Vanderbei,et al.  Extension of Piyavskii's Algorithm to Continuous Global Optimization , 1999, J. Glob. Optim..

[74]  Douglas L. Maskell,et al.  A novel ant colony optimization-based maximum power point tracking for photovoltaic systems under partially shaded conditions , 2013 .

[75]  E. Koutroulis,et al.  A New Technique for Tracking the Global Maximum Power Point of PV Arrays Operating Under Partial-Shading Conditions , 2012, IEEE Journal of Photovoltaics.

[76]  Sairaj V. Dhople,et al.  Multiple-input boost converter to minimize power losses due to partial shading in photovoltaic modules , 2010, 2010 IEEE Energy Conversion Congress and Exposition.

[77]  Engin Karatepe,et al.  Artificial neural network-polar coordinated fuzzy controller based maximum power point tracking control under partially shaded conditions , 2009 .

[78]  A. Tomaselli,et al.  Recent advances on AC PV-modules for grid-connected Photovoltaic plants , 2011, 2011 International Conference on Clean Electrical Power (ICCEP).

[79]  R Ramaprabha,et al.  SOFT COMPUTING OPTIMIZATION TECHNIQUES FOR SOLAR PHOTOVOLTAIC ARRAYS , 2011 .

[80]  Kok Soon Tey,et al.  Modified Incremental Conductance Algorithm for Photovoltaic System Under Partial Shading Conditions and Load Variation , 2014, IEEE Transactions on Industrial Electronics.

[81]  Chunxia Liu,et al.  A Novel Combined Particle Swarm Optimization and Genetic Algorithm MPPT Control Method for Multiple Photovoltaic Arrays at Partial Shading , 2013 .

[82]  Syafaruddin,et al.  Modeling and simulation of photovoltaic (PV) system during partial shading based on a two-diode model , 2011, Simul. Model. Pract. Theory.

[83]  Zheng Zhao,et al.  High efficiency wide load range buck/boost/bridge photovoltaic microconverter , 2011, 2011 Twenty-Sixth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[84]  P.L. Chapman,et al.  Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques , 2007, IEEE Transactions on Energy Conversion.

[85]  Jubaer Ahmed,et al.  The application of soft computing methods for MPPT of PV system: A technological and status review , 2013 .

[86]  Jean-Philippe Martin,et al.  A new approach in tracking maximum power under partially shaded conditions with consideration of converter losses , 2011 .

[87]  Masafumi Miyatake,et al.  A novel maximum power point tracking for photovoltaic applications under partially shaded insolation conditions , 2008 .

[88]  A. Kunakorn,et al.  Grid-connected Photovoltaic System with Maximum Power Point Tracking using Self-Organizing Fuzzy Logic Controller , 2005, TENCON 2005 - 2005 IEEE Region 10 Conference.

[89]  C. Prapanavarat,et al.  Investigation of the performance of a photovoltaic AC module , 2002 .

[90]  Soubhagya Kumar Dash,et al.  Comprehensive analysis of maximum power point tracking techniques in solar photovoltaic systems under uniform insolation and partial shaded condition , 2015 .

[91]  Yi-Hua Liu,et al.  Global maximum power point tracking algorithm for PV systems operating under partially shaded conditions using the segmentation search method , 2014 .

[92]  Yi-Hua Liu,et al.  Neural-network-based maximum power point tracking methods for photovoltaic systems operating under fast changing environments , 2013 .

[93]  J. I. Leon,et al.  A SVM-3D generalized algorithm for multilevel converters , 2003, IECON'03. 29th Annual Conference of the IEEE Industrial Electronics Society (IEEE Cat. No.03CH37468).

[94]  Bertrand Raison,et al.  A Power Electronics Equalizer Application for Partially Shaded Photovoltaic Modules , 2013, IEEE Transactions on Industrial Electronics.

[95]  Abdelghani Harrag,et al.  Variable step size modified P&O MPPT algorithm using GA-based hybrid offline/online PID controller , 2015 .

[96]  Francisco A. S. Neves,et al.  Eliminating Leakage Currents in Neutral Point Clamped Inverters for Photovoltaic Systems , 2012, IEEE Transactions on Industrial Electronics.

[97]  Shubhajit Roy Chowdhury,et al.  Maximum power point tracking of partially shaded solar photovoltaic arrays , 2010 .

[98]  Aissa Chouder,et al.  Study of bypass diodes configuration on PV modules , 2009 .

[99]  Geoffrey R. Walker,et al.  Cascaded DC-DC converter connection of photovoltaic modules , 2004 .

[100]  Xin-She Yang,et al.  Multiobjective cuckoo search for design optimization , 2013, Comput. Oper. Res..

[101]  J. C. Jimeno,et al.  Experimental results of controlled PV module for building integrated PV systems , 2008 .

[102]  Masafumi Miyatake,et al.  Maximum Power Point Tracking of Multiple Photovoltaic Arrays: A PSO Approach , 2011, IEEE Transactions on Aerospace and Electronic Systems.

[103]  V. Agarwal,et al.  Exact maximum power point tracking of partially shaded PV strings based on current equalization concept , 2012, 2012 38th IEEE Photovoltaic Specialists Conference.

[104]  Robert W. Erickson,et al.  Improved Energy Capture in Series String Photovoltaics via Smart Distributed Power Electronics , 2009, 2009 Twenty-Fourth Annual IEEE Applied Power Electronics Conference and Exposition.