Classification and comparison of maximum power point tracking techniques for photovoltaic system: A review
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Prior work has attempted to maximize electricity production by controlling solar panels or wind turbine blades using RL or Bayesian optimization.
“Prior work has attempted to maximize electricity production by controlling solar panels [1,3,678] or wind turbine blades [2,833] using RL or Bayesian optimization.”
From Tackling climate change with machine learning (2023) · cites this paper as [678]
Cites
Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques
Esram, T., & Chapman, P. L. (2007) · IEEE Transactions on Energy Conversion · doi:10.1109/tec.2006.874230 · Cited by 5,425 · see citing works
Comprehensive Approach to Modeling and Simulation of Photovoltaic Arrays
Villalva, M. G., Gazoli, J. R., & Filho, E. R. (2009) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2009.2013862 · Cited by 4,405 · see citing works
Maximum photovoltaic power tracking: an algorithm for rapidly changing atmospheric conditions
Hussein, K. H. (1995) · IEE Proceedings - Generation Transmission and Distribution · doi:10.1049/ip-gtd:19951577 · Cited by 1,767 · see citing works
1987 american control conference
(1987) · IEEE Control Systems Magazine · doi:10.1109/mcs.1987.1105260 · Cited by 1,402 · see citing works
Stability of extremum seeking feedback for general nonlinear dynamic systems
Krstić, M., & Wang, H.-H. (2000) · Automatica · doi:10.1016/s0005-1098(99)00183-1 · Cited by 1,394 · see citing works
A Variable Step Size INC MPPT Method for PV Systems
Liu, F., Duan, S., Liu, F., et al. (2008) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2008.920550 · Cited by 1,315 · see citing works
Review of the maximum power point tracking algorithms for stand-alone photovoltaic systems
Salas, V., Olias, E., Barrado, A., et al. (2006) · Solar Energy Materials and Solar Cells · doi:10.1016/j.solmat.2005.10.023 · Cited by 1,187 · see citing works
High-Performance Adaptive Perturb and Observe MPPT Technique for Photovoltaic-Based Microgrids
Abdelsalam, A. K., Massoud, A. M., Ahmed, S., et al. (2011) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2011.2106221 · Cited by 881 · see citing works
Comparative study of maximum power point tracking algorithms
Hohm, D. P., & Ropp, M. E. (2002) · Progress in Photovoltaics Research and Applications · doi:10.1002/pip.459 · Cited by 867 · see citing works
Masoum, M. A. S., Dehbonei, H., & Fuchs, E. F. (2002) · IEEE Transactions on Energy Conversion · doi:10.1109/tec.2002.805205 · Cited by 820 · see citing works
Implementation of a DSP-controlled photovoltaic system with peak power tracking
Hua, C., Lin, J.-R., & Shen, C. (1998) · IEEE Transactions on Industrial Electronics · doi:10.1109/41.661310 · Cited by 707 · see citing works
Novel maximum-power-point-tracking controller for photovoltaic energy conversion system
Kuo, Y.-C., Liang, T., & Chen, J.-F. (2001) · IEEE Transactions on Industrial Electronics · doi:10.1109/41.925586 · Cited by 692 · see citing works
Noguchi, T., Togashi, S., & Nakamoto, R. (2002) · IEEE Transactions on Industrial Electronics · doi:10.1109/41.982265 · Cited by 642 · see citing works
A Novel Improved Variable Step-Size Incremental-Resistance MPPT Method for PV Systems
Mei, Q., Shan, M., Liu, L., et al. (2010) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2010.2064275 · Cited by 637 · see citing works
Hohm, D. P., & Ropp, M. E. (2002) · Conference record of the IEEE Photovoltaic Specialists Conference · doi:10.1109/pvsc.2000.916230 · Cited by 578 · see citing works
Integrated photovoltaic maximum power point tracking converter
Enslin, J. H. R., Wolf, M. S., Snyman, D. B., & Swiegers, W. (1997) · IEEE Transactions on Industrial Electronics · doi:10.1109/41.649937 · Cited by 516 · see citing works
Masoum, M. A. S., Dehbonei, H., & Fuchs, E. F. (2002) · IEEE Power Engineering Review · doi:10.1109/mper.2002.4312477 · Cited by 478 · see citing works
Performance improvement and limitations in extremum seeking control
Krstić, M. (2000) · Systems & Control Letters · doi:10.1016/s0167-6911(99)00111-5 · Cited by 417 · see citing works
A New Algorithm for Rapid Tracking of Approximate Maximum Power Point in Photovoltaic Systems
Jain, S., & Agarwal, V. (2004) · IEEE Power Electronics Letters · doi:10.1109/lpel.2004.828444 · Cited by 386 · see citing works
PID tuning using extremum seeking: online, model-free performance optimization
Killingsworth, N., & Krstić, M. (2006) · IEEE Control Systems · doi:10.1109/mcs.2006.1580155 · Cited by 375 · see citing works
Dynamic Behavior of a Class of Photovoltaic Power Systems
Wasynezuk, O. (1983) · IEEE Transactions on Power Apparatus and Systems · doi:10.1109/tpas.1983.318109 · Cited by 363 · see citing works
Hiyama, T., & Kitabayashi, K. (1997) · IEEE Transactions on Energy Conversion · doi:10.1109/60.629709 · Cited by 346 · see citing works
Brunton, S. L., Rowley, C. W., Kulkarni, S. R., et al. (2010) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2010.2049747 · Cited by 328 · see citing works
Kobayashi, K., TAKANO, I., & Sawada, Y. (2004) · IEEE Power Engineering Society General Meeting · doi:10.1109/pes.2003.1271058 · Cited by 309 · see citing works
MPPT of photovoltaic systems using extremum - seeking control
Leyva, R., Alonso, C., Queinnec, I., et al. (2006) · IEEE Transactions on Aerospace and Electronic Systems · doi:10.1109/taes.2006.1603420 · Cited by 307 · see citing works
Hiyama, T., Kouzuma, S., & Imakubo, T. (1995) · IEEE Transactions on Energy Conversion · doi:10.1109/60.391904 · Cited by 305 · see citing works
Maximum power point tracking using fuzzy logic control
Algazar, M. M., AL-monier, H., El-Halim, H. A., et al. (2012) · International Journal of Electrical Power & Energy Systems · doi:10.1016/j.ijepes.2011.12.006 · Cited by 295 · see citing works
A novel two-mode MPPT control algorithm based on comparative study of existing algorithms
Yu, G. J., Jung, Y., Choi, J.-Y., et al. (2003) · Solar Energy · doi:10.1016/j.solener.2003.08.038 · Cited by 260 · see citing works
Maximum power point traking controller for PV systems using neural networks
Bahgat, A., Helwa, N. H., Ahmad, G. E., et al. (2004) · Renewable Energy · doi:10.1016/j.renene.2004.09.011 · Cited by 251 · see citing works
Comparison of fuzzy logic and neural network in maximum power point tracker for PV systems
Salah, C. B., & Ouali, M. (2010) · Electric Power Systems Research · doi:10.1016/j.epsr.2010.07.005 · Cited by 243 · see citing works
A new maximum power point tracker of photovoltaic arrays using fuzzy controller
Won, C.-Y., Kim, D.-H., Kim, S.-C., et al. (2002) · PESC record · doi:10.1109/pesc.1994.349703 · Cited by 236 · see citing works
Dynamic maximum power point tracker for photovoltaic applications
Midya, P., Krein, P. T., Turnbull, R. J., et al. (2002) · PESC record · doi:10.1109/pesc.1996.548811 · Cited by 225 · see citing works
A peak power tracker for small wind turbines in battery charging applications
Broe, A. M. D., Drouilhet, S., & Gevorgian, V. (1999) · IEEE Transactions on Energy Conversion · doi:10.1109/60.815116 · Cited by 222 · see citing works
A simplified maximal power controller for terrestrial photovoltaic panel arrays
Schoeman, J. J., & van Wyk, J. D. (1982) · PESC record · doi:10.1109/pesc.1982.7072429 · Cited by 184 · see citing works
Sequential ESC-Based Global MPPT Control for Photovoltaic Array With Variable Shading
Peng, L., Li, Y., & Seem, J. E. (2011) · IEEE Transactions on Sustainable Energy · doi:10.1109/tste.2011.2141692 · Cited by 173 · see citing works
Experimental application of extremum seeking on an axial-flow compressor
Wang, H.-H., Yeung, S., & Krstić, M. (2000) · IEEE Transactions on Control Systems Technology · doi:10.1109/87.826801 · Cited by 168 · see citing works
Alamoudi, A., & Zhang, L. (2000) · IEE Proceedings - Generation Transmission and Distribution · doi:10.1049/ip-gtd:20000605 · Cited by 166 · see citing works
Zhang, C., Siranosian, A. A., & Krstić, M. (2007) · Automatica · doi:10.1016/j.automatica.2007.03.009 · Cited by 163 · see citing works
Mellit, A., & Kalogirou, S. A. (2014) · Energy · doi:10.1016/j.energy.2014.03.102 · Cited by 158 · see citing works
Perturb and Observe MPPT algorithm with a current controller based on the sliding mode
Bianconi, E., Calvente, J., Giral, R., et al. (2012) · International Journal of Electrical Power & Energy Systems · doi:10.1016/j.ijepes.2012.07.046 · Cited by 156 · see citing works
New approach to photovoltaic arrays maximum power point tracking
Brambilla, A., Gambarara, M., Garutti, A., et al. (2003) · PESC record · doi:10.1109/pesc.1999.785575 · Cited by 151 · see citing works
Formation Flight Optimization Using Extremum Seeking Feedback
Binetti, P., Ariyur, K. B., Krstić, M., et al. (2003) · Journal of Guidance Control and Dynamics · doi:10.2514/2.5024 · Cited by 148 · see citing works
Kim, T.-Y., Ahn, H.-G., Park, S.-K., et al. (2002) · IEEE International Symposium on Industrial Electronics (ISIE) · doi:10.1109/isie.2001.931613 · Cited by 141 · see citing works
Maximum power point tracking with capacitoridentifier for photovoltaicpower system
Kasa, N., Iida, T., & Iwamoto, H. (2000) · IEE Proceedings - Electric Power Applications · doi:10.1049/ip-epa:20000641 · Cited by 136 · see citing works
A hybrid maximum power point tracking method for photovoltaic systems
Moradi, M. H., & Reisi, A. R. (2011) · Solar Energy · doi:10.1016/j.solener.2011.08.036 · Cited by 134 · see citing works
Step-down maximum power point tracker for photovoltaic systems
Salameh, Z. M., Dagher, F., & Lynch, W. A. (1991) · Solar Energy · doi:10.1016/0038-092x(91)90095-e · Cited by 126 · see citing works
An Intelligent Maximum Power Point Tracker Using Peak Current Control
D'Souza, N. S., Lopes, L. A. C., & Liu, X. (2006) · PESC record · doi:10.1109/pesc.2005.1581620 · Cited by 125 · see citing works
Alghuwainem, S. (1994) · IEEE Transactions on Energy Conversion · doi:10.1109/60.282492 · Cited by 120 · see citing works
FPGA-based implementation of a fuzzy controller (MPPT) for photovoltaic module
Messai, A., Mellit, A., Pavan, A. M., et al. (2011) · Energy Conversion and Management · doi:10.1016/j.enconman.2011.01.021 · Cited by 119 · see citing works
Giraud, F., & Salameh, Z. M. (1999) · IEEE Transactions on Energy Conversion · doi:10.1109/60.815107 · Cited by 112 · see citing works
Irisawa, K., Saito, T., TAKANO, I., et al. (2002) · Conference record of the IEEE Photovoltaic Specialists Conference · doi:10.1109/pvsc.2000.916232 · Cited by 112 · see citing works
A fuzzy logic based photovoltaic peak power tracking control
Simões, M. G., Franceschetti, N. N., & Friedhofer, M. (2002) · IEEE International Symposium on Industrial Electronics (ISIE) · doi:10.1109/isie.1998.707796 · Cited by 111 · see citing works
D'Souza, N. S., Lopes, L. A. C., & Liu, X. (2009) · Electric Power Systems Research · doi:10.1016/j.epsr.2009.09.012 · Cited by 109 · see citing works
Experimental tests of open-loop maximum-power-point tracking techniques for photovoltaic arrays
Hart, G., Branz, H. M., & Cox, C. H., III (1984) · Solar Cells · doi:10.1016/0379-6787(84)90008-5 · Cited by 108 · see citing works
Prediction-data-based maximum-power-point-tracking method for photovoltaic power generation systems
Mutoh, N., Matuo, T., Okada, K., et al. (2003) · doi:10.1109/psec.2002.1022386 · Cited by 108 · see citing works
Photo-voltaic power converter with a simple maximum-power-point-tracker
Yuvarajan, S., & Xu, S. (2003) · doi:10.1109/iscas.2003.1205040 · Cited by 99 · see citing works
Maximum power point tracker using fuzzy control for photovoltaic arrays
Senjyu, T. S., & Uezato, K. (2002) · IEEE International Conference on Industrial Technology (ICIT) · doi:10.1109/icit.1994.467196 · Cited by 91 · see citing works
Alamoudi, A. (1998) · International Conference on Power Electronics and Variable Speed Drives (PEVD) · doi:10.1049/cp:19980504 · Cited by 86 · see citing works
A rule-based fuzzy logic controller for a PWM inverter in photo-voltaic energy conversion scheme
Hilloowala, R. M., & Sharaf, A. Μ. (2003) · doi:10.1109/ias.1992.244319 · Cited by 83 · see citing works
A research on photovoltaic energy controlling system with maximum power point tracking
Sun, X., Wu, W., Li, X., et al. (2003) · doi:10.1109/pcc.2002.997626 · Cited by 80 · see citing works
New algorithm using only one variable measurement applied to a maximum power point tracker
Salas, V., Olias, E., Lázaro, A., et al. (2004) · Solar Energy Materials and Solar Cells · doi:10.1016/j.solmat.2004.09.019 · Cited by 78 · see citing works
A Novel Maximum Power Point Tracking Method for PV Module Integrated Converter
Koizumi, H., & Kurokawa, K. (2006) · PESC record · doi:10.1109/pesc.2005.1581919 · Cited by 77 · see citing works
An on-line MPPT algorithm for rapidly changing illuminations of solar arrays
Hua, C., & Lin, J.-R. (2002) · Renewable Energy · doi:10.1016/s0960-1481(02)00214-8 · Cited by 73 · see citing works
Design and Analysis of Microprocessor-Controlled Peak-Power-Tracking System 1
Huynh, P., & Cho, B. (1992) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/929080 · Cited by 73 · see citing works
Highly Efficient Analog Maximum Power Point Tracking (AMPPT) in a Photovoltaic System
Yang, C., Hsieh, C., Feng, F.-K., et al. (2012) · IEEE Transactions on Circuits and Systems I Regular Papers · doi:10.1109/tcsi.2011.2177008 · Cited by 71 · see citing works
Huynh, P., & Cho, B. H. (1996) · IEEE Transactions on Aerospace and Electronic Systems · doi:10.1109/7.481260 · Cited by 68 · see citing works
Salas, V., Olias, E., Lázaro, A., et al. (2004) · Solar Energy Materials and Solar Cells · doi:10.1016/j.solmat.2004.07.053 · Cited by 68 · see citing works
Development of a MPPT method for photovoltaic systems
Tafticht, T., & Agbossou, K. (2004) · Conference proceedings - Canadian Conference on Electrical and Computer Engineering · doi:10.1109/ccece.2004.1345317 · Cited by 67 · see citing works
Extremum-seeking control strategy for ABS system with time delay
Yu, H. B., & Özgüner, Ü. (2002) · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · doi:10.1109/acc.2002.1024511 · Cited by 66 · see citing works
Jiang, J., Su, Y., Shieh, J., et al. (2014) · Applied Energy · doi:10.1016/j.apenergy.2014.03.017 · Cited by 62 · see citing works
DSP-based controller application in battery storage of photovoltaic system
Hua, C., & Lin, J. R. (2002) · Proceedings of the Annual Conference of the IEEE Industrial Electronics Society · doi:10.1109/iecon.1996.570673 · Cited by 62 · see citing works
Bazzi, A. M., & Krein, P. T. (2011) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2010.2093605 · Cited by 57 · see citing works
PID Tuning Using Extremum Seeking
Killingsworth, N., & Krstic, M. (2005) · University of North Texas Digital Library (University of North Texas) · Cited by 56 · see citing works
Hussein, A., Hirasawa, K., Hu, J., et al. (2003) · doi:10.1109/ijcnn.2002.1005541 · Cited by 50 · see citing works
200 W low cost module integrated utility interface for modular photovoltaic energy systems
Andersen, M. T., & Alvsten, B. (2002) · Proceedings of the Annual Conference of the IEEE Industrial Electronics Society · doi:10.1109/iecon.1995.483472 · Cited by 48 · see citing works
Maximum power point tracking with capacitor identificator for photovoltaic power system
Kasa, N. (2000) · International Conference on Power Electronics and Variable Speed Drives (PEVD) · doi:10.1049/cp:20000233 · Cited by 43 · see citing works
Interfacing renewable energy sources for maximum power transfer—Part I: Statics
Gadelovits, S. Y., Kuperman, A., Sitbon, M., et al. (2014) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2013.12.039 · Cited by 41 · see citing works
Single-stage converters for photovoltaic powered lighting systems with MPPT and charging features
Wu, T., Chang, C., Liu, Z.-R., et al. (2002) · IEEE Applied Power Electronics Conference and Exposition (APEC) · doi:10.1109/apec.1998.654041 · Cited by 28 · see citing works
Yu, G.-J., Jung, M.-W., Song, J., et al. (1996) · Conference record of the IEEE Photovoltaic Specialists Conference · doi:10.1109/pvsc.1996.564403 · Cited by 26 · see citing works
Maximum power point regulator for 4 kW solar cell array connected through invertor to the AC grid
SLONIM, M. A., & Rahovich, L. (2002) · Intersociety Energy Conversion Engineering Conference · doi:10.1109/iecec.1996.553352 · Cited by 25 · see citing works
Optimization of the function of a photovoltaic array using a feedback control system
Ela, M. A. E., & Roger, J. A. (1984) · Solar Cells · doi:10.1016/0379-6787(84)90002-4 · Cited by 22 · see citing works
Plane Division Maximum Power Point Tracking Method for PV Module Integrated Converter
Koizumi, H., & Kurokawa, K. (2006) · IEEE International Symposium on Industrial Electronics (ISIE) · doi:10.1109/isie.2006.295654 · Cited by 15 · see citing works
A novel two-mode MPPT method for photovoltaic power generation system
Zhang, C., Zhao, D., Wang, J., et al. (2009) · doi:10.1109/ipemc.2009.5157745 · Cited by 4 · see citing works
Hussein, A. M., Hu, J., Hirasawa, K., et al. (2002) · Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications · doi:10.5687/sss.2002.111 · Cited by 3 · see citing works
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Tackling climate change with machine learning
Rolnick, D., Donti, P. L., Kaack, L. H., Kochanski, K., Lacoste, A., Sankaran, K., Ross, A. S., Milojevic-Dupont, N., Jaques, N., Waldman-Brown, A., et al. (2023) · ACM Computing Surveys · doi:10.1145/3485128 · Cited by 336 · see citing works
- Authors
- Reza Reisi, A., Hassan Moradi, M., & Jamasb, S.
- Affiliations
- Bu-Ali Sina University (IR)
- ORCID
- Jamasb, Shahriar
- Venue
- Renewable and Sustainable Energy Reviews
- Publisher
- Elsevier BV
- Published
- 2013-03
- Volume
- 19
- Pages
- 433-443
- ISSN
- 1364-0321 (ISSN-L)
- OpenAlex
- W2041763650
- Cited by
- 690
- References
- 84
- Citations by year
- 2026: 25 · 2025: 23 · 2024: 50 · 2023: 50 · 2022: 56 · 2021: 78 · 2020: 57 · 2019: 46 · 2018: 59 · 2017: 64 · 2016: 60 · 2015: 67 · 2014: 47 · 2013: 8
- FWCI
- 14.11
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Renewable and Sustainable Energy Reviews (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Photovoltaic System Optimization Techniques
- Physical Sciences › Energy › Energy Engineering and Power Technology › Power Systems and Renewable Energy
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advanced DC-DC Converters
- Keywords
- maximum power point tracking, photovoltaic systems, hybrid MPPT, solar irradiance variability, temperature variation, dynamic response, conversion efficiency, control signal generation
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