Investigation of MPPT Techniques Under Uniform and Non-Uniform Solar Irradiation Condition–A Retrospection

A significant growth in solar photovoltaic (PV) installation has observed during the last decade in standalone and grid-connected power generation systems. The solar PV system has a non-linear output characteristic because of weather intermittency, which tends to have a substantial effect on overall PV system output. Hence, to optimize the output of a PV system, different maximum power point tracking (MPPT) techniques have been used. But, the confusion lies while selecting an appropriate MPPT, as every method has its own merits and demerits. Therefore, a proper review of these techniques is essential. A “Google Scholar” survey of the last five years (2015-2020) was conducted. It has found that overall seventy-one review articles are published on different MPPT techniques; out of those seventy-one, only four are on uniform solar irradiance, seven on non-uniform and none on hybrid optimization MPPT techniques. Most of them have discussed the limited number of MPPT techniques, and none of them has discussed the online and offline under uniform and hybrid MPPT techniques under non-uniform solar irradiance conditions all together in one. Unfortunately, very few attempts have made in this regard. Therefore, a comprehensive review paper on this topic is need of time, in which almost all the well-known MPPT techniques should be encapsulated in one paper. This article focuses on classifications of online, offline, and hybrid optimization MPPT algorithms, under the uniform and non-uniform irradiance conditions. It summarizes various MPPT methods along with their mathematical expression, operating principle, and block diagram/flow charts. This research will provide a valuable pathway to researchers, energy engineers, and strategists for future research and implementation in the field of maximum power point tracking optimization.

[1]  Kanungo Barada Mohanty,et al.  Current control strategies for single phase grid integrated inverters for photovoltaic applications-a review , 2018, Renewable and Sustainable Energy Reviews.

[2]  Daniel Tobias da Silva Borges,et al.  Evaluation of Linear Current Control Methods in Single-Phase Grid-Tie Inverters , 2018, IEEE Latin America Transactions.

[3]  N. D. Kaushika,et al.  BOS and Electronic Regulations , 2018 .

[4]  S. K. Singh,et al.  Fuzzy cognitive network-based maximum power point tracking using a self-tuned adaptive gain scheduled fuzzy proportional integral derivative controller and improved artificial neural network-based particle swarm optimization , 2020, Fuzzy Sets Syst..

[5]  A. Haddi,et al.  A Study of Efficient MPPT Techniques for Photovoltaic System Using Boost Converter , 2018 .

[6]  Kinattingal Sundareswaran,et al.  Development of a hybrid genetic algorithm/perturb and observe algorithm for maximum power point tracking in photovoltaic systems under non-uniform insolation , 2015 .

[7]  Aurelian Craciunescu,et al.  Comparison of Hill-Climbing and Artificial Neural Network Maximum Power Point Tracking Techniques for Photovoltaic Modules , 2015, 2015 Second International Conference on Mathematics and Computers in Sciences and in Industry (MCSI).

[8]  Douglas L. Maskell,et al.  Computational intelligence techniques for maximum power point tracking in PV systems: A review , 2018 .

[9]  Ying-Tung Hsiao,et al.  Maximum power tracking for photovoltaic power system , 2002, Conference Record of the 2002 IEEE Industry Applications Conference. 37th IAS Annual Meeting (Cat. No.02CH37344).

[10]  José Manuel Andújar,et al.  A review of energy management strategies for renewable hybrid energy systems with hydrogen backup , 2018 .

[11]  P. Krein,et al.  Ripple Correlation Control with Capacitive Compensation for Photovoltaic Applications , 2018, 2018 IEEE 19th Workshop on Control and Modeling for Power Electronics (COMPEL).

[12]  Chris Marnay,et al.  Lessons from international experience for China's microgrid demonstration program , 2014 .

[13]  Jun-ichi Itoh,et al.  Development of DC to Single-Phase AC Voltage Source Inverter With Active Power Decoupling Based on Flying Capacitor DC/DC Converter , 2018, IEEE Transactions on Power Electronics.

[14]  Mohamed I. Abu El-Sebah,et al.  Maximum power point tracking for photovoltaic solar pump based on ANFIS tuning system , 2018 .

[15]  Barry W. Williams,et al.  Improved performance low-cost incremental conductance PV MPPT technique , 2016 .

[16]  W. L. Chan,et al.  Maximum power point tracking for PV systems under partial shading conditions using current sweeping , 2015 .

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

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

[19]  M. Saad Bin Arif,et al.  Comparative assessment of maximum power point tracking procedures for photovoltaic systems , 2017 .

[20]  Liana Mirela Cipcigan,et al.  Power system oscillations and control: Classifications and PSSs’ design methods: A review , 2017 .

[21]  Hareesh Myneni,et al.  Power Quality Improvement and PV Power Injection by DSTATCOM With Variable DC Link Voltage Control from RSC-MLC , 2019, IEEE Transactions on Sustainable Energy.

[22]  Chih-Chiang Hua,et al.  Hybrid maximum power point tracking method with variable step size for photovoltaic systems , 2016 .

[23]  R. Belmans,et al.  Voltage fluctuations on distribution level introduced by photovoltaic systems , 2006, IEEE Transactions on Energy Conversion.

[24]  Chee Wei Tan,et al.  A comprehensive review of maximum power point tracking algorithms for photovoltaic systems , 2014 .

[25]  Y. Kumsuwan,et al.  Modified maximum power point tracking based-on ripple correlation control application for single-phase VSI grid-connected PV systems , 2013, 2013 10th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology.

[26]  Bhim Singh,et al.  Self-Adaptive Incremental Conductance Algorithm for Swift and Ripple-Free Maximum Power Harvesting From PV Array , 2018, IEEE Transactions on Industrial Informatics.

[27]  Masahito Shoyama,et al.  Stability study of variable step size incremental conductance/impedance MPPT for PV systems , 2011, 8th International Conference on Power Electronics - ECCE Asia.

[28]  Weidong Xiao,et al.  A modified adaptive hill climbing MPPT method for photovoltaic power systems , 2004, 2004 IEEE 35th Annual Power Electronics Specialists Conference (IEEE Cat. No.04CH37551).

[29]  Almoataz Y. Abdelaziz,et al.  A New Hybrid Method Based on Gray Wolf Optimizer-Crow Search Algorithm for Maximum Power Point Tracking of Photovoltaic Energy System , 2019, Modern Maximum Power Point Tracking Techniques for Photovoltaic Energy Systems.

[30]  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.

[31]  M. Jahed-Motlagh,et al.  Maximum power point tracking with constraint feedback linearization controller and modified incremental conductance algorithm , 2018, Trans. Inst. Meas. Control.

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

[33]  Prerna Gaur,et al.  Maximum Power Point Tracking Approaches for Wind–Solar Hybrid Renewable Energy System—A Review , 2018 .

[34]  Marcello Chiaberge,et al.  A New Sensorless Hybrid MPPT Algorithm Based on Fractional Short-Circuit Current Measurement and P&O MPPT , 2015, IEEE Transactions on Sustainable Energy.

[35]  Yi-Hua Liu,et al.  A review of maximum power point tracking techniques for use in partially shaded conditions , 2015 .

[36]  Stefanos N. Manias,et al.  Novel control design for the buck converter , 1998 .

[37]  N. Rajasekar,et al.  A comprehensive review on solar PV maximum power point tracking techniques , 2017 .

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

[39]  Gehan A. J. Amaratunga,et al.  Analytic Solution to the Photovoltaic Maximum Power Point Problem , 2007, IEEE Transactions on Circuits and Systems I: Regular Papers.

[40]  Roberto F. Coelho,et al.  A MPPT approach based on temperature measurements applied in PV systems , 2010, 2010 9th IEEE/IAS International Conference on Industry Applications - INDUSCON 2010.

[41]  Rajesh Kumar Nema,et al.  A comprehensive assessment of maximum power point tracking techniques under uniform and non-uniform irradiance and its impact on photovoltaic systems: A review , 2015 .

[42]  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.

[43]  A. Kuperman Comments on “An Analytical Solution for Tracking Photovoltaic Module MPP” , 2014, IEEE Journal of Photovoltaics.

[44]  Emad A. Felemban,et al.  Maximum power point tracking of a solar system using state space averaging for wireless sensor network , 2013, 2013 IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA).

[45]  S. Mekhilef,et al.  Maximum Power Point Tracking for Photovoltaic Systems under Partial Shading Conditions Using Bat Algorithm , 2018 .

[46]  H.S.H. Chung,et al.  Use of system oscillation to locate the MPP of PV panels , 2004, IEEE Power Electronics Letters.

[47]  Ma Yundong,et al.  A global maximum power point tracking method based on interval short-circuit current , 2014, 2014 16th European Conference on Power Electronics and Applications.

[48]  Kashif Ishaque,et al.  A review of maximum power point tracking techniques of PV system for uniform insolation and partial shading condition , 2013 .

[49]  Han-Eol Park,et al.  A dP/dV Feedback-Controlled MPPT Method for Photovoltaic Power System Using II-SEPIC , 2009 .

[50]  Shahrokh Farhangi,et al.  Modified analytical solution for tracking photovoltaic module maximum power point under partial shading condition , 2013, 2013 13th International Conference on Environment and Electrical Engineering (EEEIC).

[51]  Majd Ghazi Batarseh,et al.  Hybrid maximum power point tracking techniques: A comparative survey, suggested classification and uninvestigated combinations , 2018, Solar Energy.

[52]  David J. Atkinson,et al.  Experimental investigation of the incremental conductance maximum power point tracking algorithm at high perturbation rates , 2016 .

[53]  Minwon Park,et al.  The experimental analysis of the grid- connected PV system applied by POS MPPT , 2007, 2007 International Conference on Electrical Machines and Systems (ICEMS).

[54]  Doron Shmilovitz,et al.  On the control of photovoltaic maximum power point tracker via output parameters , 2005 .

[55]  Doron Shmilovitz,et al.  Maximum Power Point Tracking Employing Sliding Mode Control , 2013, IEEE Transactions on Circuits and Systems I: Regular Papers.

[56]  Laiq Khan,et al.  Adaptive Feedback Linearization Based NeuroFuzzy Maximum Power Point Tracking for a Photovoltaic System , 2018 .

[57]  Ali M. Eltamaly,et al.  Dynamic global maximum power point tracking of the PV systems under variant partial shading using hybrid GWO-FLC , 2019, Solar Energy.

[58]  Yunjie Gu,et al.  Comparing the performance of different control techniques for DC-DC boost converter with variable solar PV generation in DC microgrid , 2014, 2014 9th IEEE Conference on Industrial Electronics and Applications.

[59]  V. Agarwal,et al.  A new algorithm for rapid tracking of approximate maximum power point in photovoltaic systems , 2004, IEEE Power Electronics Letters.

[60]  Mazen Abdel-Salam,et al.  An improved perturb-and-observe based MPPT method for PV systems under varying irradiation levels , 2018, Solar Energy.

[61]  Unal Yilmaz,et al.  PV system fuzzy logic MPPT method and PI control as a charge controller , 2018 .

[62]  Matthew W. Dunnigan,et al.  Development and Comparison of an Improved Incremental Conductance Algorithm for Tracking the MPP of a Solar PV Panel , 2016, IEEE Transactions on Sustainable Energy.

[63]  Ilse Cervantes,et al.  Maximum Power Point Tracking Based on Sliding Mode Control , 2015 .

[64]  Nasrudin Abd Rahim,et al.  Employing dual scaling mode for adaptive hill climbing method on buck converter , 2015 .

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

[66]  Eduardo M. Vicente,et al.  MPPT Technique Based on Current and Temperature Measurements , 2015 .

[67]  Necmi Altin,et al.  Two-stage grid-connected inverter for PV systems , 2018, 2018 IEEE 12th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG 2018).

[68]  Nasrudin Abd Rahim,et al.  Recent progress and development on power DC-DC converter topology, control, design and applications: A review , 2018 .

[69]  R. Pradhan,et al.  A steepest-descent based maximum power point tracking technique for a photovoltaic power system , 2012, 2012 2nd International Conference on Power, Control and Embedded Systems.

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

[71]  Musa Abdulkadir,et al.  Hybrid maximum power point tracking technique based on PSO and incremental conductance , 2014, 2014 IEEE Conference on Energy Conversion (CENCON).

[72]  Journals Invention,et al.  Design and Implementation of Maximum Power Point Tracking in Photovoltaic Systems , 2015 .

[73]  Andres Barrado,et al.  Review of the maximum power point tracking algorithms for stand-alone photovoltaic systems , 2006 .

[74]  Frede Blaabjerg,et al.  Overview of Maximum Power Point Tracking Techniques for Photovoltaic Energy Production Systems , 2015 .

[75]  Bijaya Ketan Panigrahi,et al.  Framework of Maximum Power Extraction From Solar PV Panel Using Self Predictive Perturb and Observe Algorithm , 2018, IEEE Transactions on Sustainable Energy.

[76]  A. Kwasinski,et al.  Analysis of Classical Root-Finding Methods Applied to Digital Maximum Power Point Tracking for Sustainable Photovoltaic Energy Generation , 2011, IEEE Transactions on Power Electronics.

[77]  Weidong Xiao,et al.  Application of Centered Differentiation and Steepest Descent to Maximum Power Point Tracking , 2007, IEEE Transactions on Industrial Electronics.

[78]  S. Moring,et al.  Maximum Power Point Tracking: Algorithm and Software Development , 2012 .

[79]  A. W. Leedy,et al.  Approximation of P-V characteristic curves for use in maximum power point tracking algorithms , 2013, 45th Southeastern Symposium on System Theory.

[80]  M Nandakumar,et al.  A novel maximum power point tracking method based on particle swarm optimization combined with one cycle control , 2018, 2018 International Conference on Power, Instrumentation, Control and Computing (PICC).

[81]  Hugo Calleja,et al.  Module temperature models assessment of photovoltaic seasonal energy yield , 2018, Sustainable Energy Technologies and Assessments.

[82]  Yu-Pei Huang,et al.  A performance evaluation model of a high concentration photovoltaic module with a fractional open circuit voltage-based maximum power point tracking algorithm , 2016, Comput. Electr. Eng..

[83]  Azah Mohamed,et al.  Simplified I-V Characteristic Tester for Photovoltaic Modules Using a DC-DC Boost Converter , 2017 .

[84]  Carlos Andrés Ramos-Paja,et al.  Maximum power point tracking architectures for photovoltaic systems in mismatching conditions: a review , 2014 .

[85]  Chakkarapani Manickam,et al.  A Hybrid Algorithm for Tracking of GMPP Based on P&O and PSO With Reduced Power Oscillation in String Inverters , 2016, IEEE Transactions on Industrial Electronics.

[86]  Poh Chiang Loh,et al.  A novel approach of maximizing energy harvesting in photovoltaic systems based on bisection search theorem , 2010, 2010 Twenty-Fifth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[87]  S. Pinto,et al.  Single stage inverter for PV applications with One Cycle Sampling technique in the MPPT algorithm , 2009, 2009 35th Annual Conference of IEEE Industrial Electronics.

[88]  C. Y. Chung,et al.  Submodule-Based Modeling and Simulation of a Series-Parallel Photovoltaic Array Under Mismatch Conditions , 2017, IEEE Journal of Photovoltaics.

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

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

[91]  Huiqing Wen,et al.  Improved beta parameter based MPPT method in photovoltaic system , 2015, 2015 9th International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia).

[92]  K. L. Lian,et al.  A Maximum Power Point Tracking Method Based on Perturb-and-Observe Combined With Particle Swarm Optimization , 2014, IEEE Journal of Photovoltaics.

[93]  B. Asaei,et al.  An Analytical Solution for Tracking Photovoltaic Module MPP , 2013, IEEE Journal of Photovoltaics.

[94]  Mazen Abdel-Salam,et al.  Maximum power point tracking using Hill Climbing and ANFIS techniques for PV applications: A review and a novel hybrid approach , 2018, Energy Conversion and Management.

[95]  Z. Salam,et al.  An improved perturb and observe (P&O) maximum power point tracking (MPPT) algorithm for higher efficiency , 2015 .

[96]  H.P. Desai,et al.  Maximum Power Point Algorithm in PV Generation: An Overview , 2007, 2007 7th International Conference on Power Electronics and Drive Systems.

[97]  A. Mellit,et al.  Comparative analysis of P&O, modified hill climbing-FLC, and adaptive P&O-FLC MPPTs for microgrid standalone PV system , 2015, 2015 International Conference on Renewable Energy Research and Applications (ICRERA).

[98]  Jie Ji,et al.  Application of bio-inspired algorithms in maximum power point tracking for PV systems under partial shading conditions – A review , 2018 .

[99]  Moin Hanif,et al.  Design, testing and comparison of P&O, IC and VSSIR MPPT techniques , 2014, 2014 International Conference on Renewable Energy Research and Application (ICRERA).