Firefly Algorithm-Based Photovoltaic Array Reconfiguration for Maximum Power Extraction during Mismatch Conditions
This studyaimed at improving the performance and efficiency of conventional static photovoltaic (PV) systems by introducing a metaheuristic algorithm-based approach that involves reconfiguring electrical wiring using switches under different shading profiles. Themetaheuristicalgorithmused wasthe fir...
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| Published in | Sustainability Vol. 13; no. 6; p. 3206 |
|---|---|
| Main Authors | , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Basel
MDPI AG
15.03.2021
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| Subjects | |
| Online Access | Get full text |
| ISSN | 2071-1050 2071-1050 |
| DOI | 10.3390/su13063206 |
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| Abstract | This studyaimed at improving the performance and efficiency of conventional static photovoltaic (PV) systems by introducing a metaheuristic algorithm-based approach that involves reconfiguring electrical wiring using switches under different shading profiles. Themetaheuristicalgorithmused wasthe firefly algorithm (FA), which controls the switching patterns under non-homogenous shading profiles and tracks the highest global peak of power produced by the numerous switching patterns. This study aimed to solve the current problems faced by static PV systems, such as unequal dispersion of shading affecting solar panels, multiple peaks, and hot spot phenomena, which can contribute to significant power loss and efficiency reduction. The experimental setup focusedon software development and the system or model developed in the MATLAB Simulink platform. Athorough and comprehensive analysis was done by comparing the proposed method’s overall performance and power generation with thenovel static PVseries–parallel (SP) topology and totalcross-tied (TCT) scheme. The SP configuration is widely used in the PV industry. However, the TCT configuration has superior performance and energy yield generation compared to other static PV configurations, such as the bridge-linked (BL) and honey comb (HC) configurations. The results presented in this paper provide valuable information about the proposed method’s features with regard toenhancing the overall performance and efficiency of PV arrays. |
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| AbstractList | This studyaimed at improving the performance and efficiency of conventional static photovoltaic (PV) systems by introducing a metaheuristic algorithm-based approach that involves reconfiguring electrical wiring using switches under different shading profiles. Themetaheuristicalgorithmused wasthe firefly algorithm (FA), which controls the switching patterns under non-homogenous shading profiles and tracks the highest global peak of power produced by the numerous switching patterns. This study aimed to solve the current problems faced by static PV systems, such as unequal dispersion of shading affecting solar panels, multiple peaks, and hot spot phenomena, which can contribute to significant power loss and efficiency reduction. The experimental setup focusedon software development and the system or model developed in the MATLAB Simulink platform. Athorough and comprehensive analysis was done by comparing the proposed method’s overall performance and power generation with thenovel static PVseries–parallel (SP) topology and totalcross-tied (TCT) scheme. The SP configuration is widely used in the PV industry. However, the TCT configuration has superior performance and energy yield generation compared to other static PV configurations, such as the bridge-linked (BL) and honey comb (HC) configurations. The results presented in this paper provide valuable information about the proposed method’s features with regard toenhancing the overall performance and efficiency of PV arrays. |
| Author | Azmi, Azralmukmin Kumar, Nallapaneni Manoj Nazeri, Mohammad Nor Rafiq Babu, Thanikanti Sudhakar Tajuddin, Mohammad Faridun Naim Malvoni, Maria |
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| References | Rao (ref_24) 2014; 4 Parlak (ref_32) 2014; 63 (ref_37) 2009; 56 Dalia (ref_5) 2019; 12 Babu (ref_13) 2015; 34 Klein (ref_42) 2006; 80 Dalia (ref_6) 2019; 7 ref_15 Kumar (ref_3) 2020; 57 Rajan (ref_17) 2017; 117 Tajuddin (ref_20) 2015; 39 ref_23 Deshkar (ref_16) 2015; 43 Yousri (ref_27) 2020; 8 Yousri (ref_25) 2020; 225 Jazayeri (ref_36) 2017; 155 Ishaque (ref_21) 2012; 60 ref_28 ref_26 Rani (ref_22) 2013; 4 Horoufiany (ref_33) 2018; 159 Shamshuddin (ref_4) 2017; 45 Nguyen (ref_35) 2008; 55 Rajput (ref_29) 2016; 139 Femia (ref_10) 2005; 20 Vigni (ref_39) 2014; 33 Babu (ref_19) 2017; 9 Ajmal (ref_14) 2020; 40 Rao (ref_40) 2015; 9 Malvoni (ref_7) 2020; 203 Babu (ref_30) 2020; 8 Kumar (ref_8) 2020; 10 ref_38 Chiewchanchairat (ref_47) 2015; 42 Wu (ref_49) 2020; 8 Safari (ref_11) 2011; 58 Balato (ref_18) 2015; 159 ref_45 ref_44 ref_43 ref_1 ref_2 Chao (ref_34) 2015; 100 ref_48 ref_9 Aydilek (ref_46) 2018; 66 Yousri (ref_31) 2020; 8 Villalva (ref_41) 2009; 24 Tan (ref_12) 2015; 9 |
| References_xml | – volume: 8 start-page: 80572 year: 2020 ident: ref_49 article-title: Cost Effective Offline Reconfiguration for Large-Scale Non-Uniformly Aging Photovoltaic Arrays Efficiency Enhancement publication-title: IEEE Access doi: 10.1109/ACCESS.2020.2991089 – ident: ref_26 – ident: ref_1 doi: 10.1109/ICAEE.2014.6838493 – volume: 60 start-page: 1 year: 2012 ident: ref_21 article-title: A Deterministic Particle Swarm Optimization Maximum Power Point Tracker for Photovoltaic System under Partial Shading Condition publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2012.2200223 – volume: 9 start-page: 1010 year: 2015 ident: ref_12 article-title: Employing dual scaling mode for adaptive hill climbing method on buck converter publication-title: IET Renew. Power Gener. doi: 10.1049/iet-rpg.2014.0348 – volume: 43 start-page: 102 year: 2015 ident: ref_16 article-title: Solar PV array reconfiguration under partial shading conditions for maximum power extraction using genetic algorithm publication-title: Renew. Sustain. Energy Rev. doi: 10.1016/j.rser.2014.10.098 – ident: ref_43 doi: 10.1109/ISIE.2007.4374981 – volume: 42 start-page: 107 year: 2015 ident: ref_47 article-title: Reconfiguration of distribution system with distributed generation using Firefly algorithm publication-title: KKU Eng. J. – volume: 9 start-page: 199 year: 2015 ident: ref_40 article-title: Optimal Su-Do-Ku based interconnection scheme for increased power output from PV array under partial shading conditions publication-title: Front. Energy doi: 10.1007/s11708-015-0350-1 – volume: 155 start-page: 506 year: 2017 ident: ref_36 article-title: Adaptive photovoltaic array reconfiguration based on real cloud patterns to mitigate effects of non-uniform spatial irradiance profiles publication-title: Sol. Energy doi: 10.1016/j.solener.2017.06.052 – volume: 57 start-page: 109 year: 2020 ident: ref_3 article-title: Operational performance of on-grid solar photovoltaic system integrated into pre-fabricated portable cabin buildings in warm and temperate climates publication-title: Energy Sustain. Dev. doi: 10.1016/j.esd.2020.05.008 – volume: 45 start-page: 1881 year: 2017 ident: ref_4 article-title: Priority-based energy management technique for integration of solar PV, battery, and fuel cell systems in an autonomous DC microgrid publication-title: Electr. Power Components Syst. doi: 10.1080/15325008.2017.1378949 – volume: 117 start-page: 1062 year: 2017 ident: ref_17 article-title: Solar PV array reconfiguration using the concept of Standard deviation and Genetic Algorithm publication-title: Energy Procedia doi: 10.1016/j.egypro.2017.05.229 – volume: 24 start-page: 1198 year: 2009 ident: ref_41 article-title: Comprehensive Approach to Modeling and Simulation of Photovoltaic Arrays publication-title: IEEE Trans. Power Electron. doi: 10.1109/TPEL.2009.2013862 – ident: ref_44 doi: 10.1109/ICM.2009.5418599 – volume: 39 start-page: 1153 year: 2015 ident: ref_20 article-title: Perturbative methods for maximum power point tracking (MPPT) of photovoltaic (PV) systems: A review publication-title: Int. J. Energy Res. doi: 10.1002/er.3289 – ident: ref_23 – volume: 12 start-page: 3548 year: 2019 ident: ref_5 article-title: Fractional chaos maps with flower pollination algorithm for partial shading mitigation of photovoltaic systems publication-title: Energies doi: 10.3390/en12183548 – volume: 20 start-page: 963 year: 2005 ident: ref_10 article-title: Optimization of perturb and observe maximum power point tracking method publication-title: IEEE Trans. Power Electron. doi: 10.1109/TPEL.2005.850975 – volume: 225 start-page: 113385 year: 2020 ident: ref_25 article-title: A novel objective function with artificial ecosystem-based optimization for relieving the mismatching power loss of large-scale photovoltaic array publication-title: Energy Convers. Manag. doi: 10.1016/j.enconman.2020.113385 – ident: ref_15 doi: 10.1109/ICSEEA.2017.8267699 – ident: ref_48 – volume: 66 start-page: 232 year: 2018 ident: ref_46 article-title: A Hybrid Firefly and Particle Swarm Optimization Algorithm for Computationally Expensive Numerical Problems publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2018.02.025 – volume: 40 start-page: 100738 year: 2020 ident: ref_14 article-title: Static and dynamic reconfiguration approaches for mitigation of partial shading influence in photovoltaic arrays publication-title: Sustain. Energy Technol. Assessments doi: 10.1016/j.seta.2020.100738 – ident: ref_9 doi: 10.1109/ICPES.2016.7584046 – volume: 8 start-page: 109608 year: 2020 ident: ref_30 article-title: Photovoltaic array reconfiguration system for maximizing the harvested power using population-based algorithms publication-title: IEEE Access doi: 10.1109/ACCESS.2020.3000988 – volume: 203 start-page: 101 year: 2020 ident: ref_7 article-title: Performance and degradation assessment of large-scale grid-connected solar photovoltaic power plant in tropical semi-arid environment of India publication-title: Sol. Energy doi: 10.1016/j.solener.2020.04.011 – volume: 4 start-page: 679 year: 2014 ident: ref_24 article-title: Maximum power from PV arrays using a fixed configuration under different shading conditions publication-title: IEEE J. Photovoltaics doi: 10.1109/JPHOTOV.2014.2300239 – ident: ref_28 – volume: 34 start-page: 613 year: 2015 ident: ref_13 article-title: Modified particle swarm optimization technique based maximum power point tracking for uniform and under partial shading condition publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2015.05.029 – volume: 55 start-page: 2644 year: 2008 ident: ref_35 article-title: An adaptive solar photovoltaic array using model-based reconfiguration algorithm publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2008.924169 – volume: 8 start-page: 159931 year: 2020 ident: ref_27 article-title: Multi-Objective Grey Wolf Optimizer for Optimal Design of Switching Matrix for Shaded PV array Dynamic Reconfiguration publication-title: IEEE Access doi: 10.1109/ACCESS.2020.3018722 – volume: 10 start-page: 183 year: 2020 ident: ref_8 article-title: Model Predictive Control Strategy-based Voltage Sensing of Quasi Z-Source Cascaded Multi-Level PV Inverter with Distributed MPPT Algorithm publication-title: Int. J. Renew. Energy Res. – volume: 56 start-page: 4319 year: 2009 ident: ref_37 article-title: Electrical PV array reconfiguration strategy for energy extraction improvement in grid-connected PV systems publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2009.2024664 – volume: 9 start-page: 74 year: 2017 ident: ref_19 article-title: Particle Swarm Optimization based Solar PV Array Reconfiguration of the Maximum Power Extraction under Partial Shading Conditions publication-title: IEEE Trans. Sustain. Energy doi: 10.1109/TSTE.2017.2714905 – volume: 7 start-page: 121432 year: 2019 ident: ref_6 article-title: A novel chaotic flower pollination algorithm for global maximum power point tracking for photovoltaic system under partial shading conditions publication-title: IEEE Access doi: 10.1109/ACCESS.2019.2937600 – volume: 100 start-page: 157 year: 2015 ident: ref_34 article-title: The optimal configuration of photovoltaic module arrays based on adaptive switching controls publication-title: Energy Convers. Manag. doi: 10.1016/j.enconman.2015.04.080 – ident: ref_45 doi: 10.1109/ISPTS.2012.6260892 – volume: 8 start-page: 112407 year: 2020 ident: ref_31 article-title: A robust strategy based on marine predators algorithm for large scale photovoltaic array reconfiguration to mitigate the partial shading effect on the performance of PV system publication-title: IEEE Access doi: 10.1109/ACCESS.2020.3000420 – volume: 159 start-page: 145 year: 2015 ident: ref_18 article-title: Series-Parallel PV array reconfiguration: Maximization of the extraction of energy and much more publication-title: Appl. Energy doi: 10.1016/j.apenergy.2015.08.073 – volume: 159 start-page: 1037 year: 2018 ident: ref_33 article-title: Optimization of the Sudoku based reconfiguration technique for PV arrays power enhancement under mutual shading conditions publication-title: Sol. Energy doi: 10.1016/j.solener.2017.05.059 – volume: 80 start-page: 78 year: 2006 ident: ref_42 article-title: Improvement and validation of a model for photovoltaic array performance publication-title: Sol. Energy doi: 10.1016/j.solener.2005.06.010 – volume: 4 start-page: 594 year: 2013 ident: ref_22 article-title: Enhanced power generation from PV array under partial shading conditions by shade dispersion using Su Do Ku configuration publication-title: IEEE Trans. Sustain. Energy doi: 10.1109/TSTE.2012.2230033 – volume: 63 start-page: 713 year: 2014 ident: ref_32 article-title: PV array reconfiguration method under partial shading conditions publication-title: Int. J. Electr. Power Energy Syst. doi: 10.1016/j.ijepes.2014.06.042 – ident: ref_2 – ident: ref_38 doi: 10.1109/EPEPEMC.2016.7752178 – volume: 58 start-page: 1154 year: 2011 ident: ref_11 article-title: Simulation and hardware implementation of incremental conductance MPPT with direct control method using cuk converter publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2010.2048834 – volume: 33 start-page: 412 year: 2014 ident: ref_39 article-title: Reconfigurable electrical interconnection strategies for photovoltaic arrays: A review publication-title: Renew. Sustain. Energy Rev. doi: 10.1016/j.rser.2014.01.070 – volume: 139 start-page: 569 year: 2016 ident: ref_29 article-title: Thermal modelling and experimental validation of hot spot in crystalline silicon photovoltaic modules for real outdoor condition publication-title: Sol. Energy doi: 10.1016/j.solener.2016.10.016 |
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| Title | Firefly Algorithm-Based Photovoltaic Array Reconfiguration for Maximum Power Extraction during Mismatch Conditions |
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