A new approach based on modified social network search algorithm combined with dichotomy method for solar photovoltaic parameter estimation

References

• AbdElminaam, Diaa Salama, Essam H. Houssein, Mokhtar Said, Diego Oliva, and Ayman Nabil. 2022. “An Efficient Heap-Based Optimizer for Parameters Identification of Modified Photovoltaic Models.” Ain Shams Engineering Journal 13 (5): 101728. https://doi.org/10.1016/j.asej.2022.101728.
   Web of Science ®Google Scholar
• Bencherif, Mohamed, and Tayeb Benouaz. 2020. “Parameter Extraction of Solar Panels Using the Graphical Method.” International Journal of Ambient Energy 41 (8): 927–944. https://doi.org/10.1080/01430750.2018.1501735.
   Web of Science ®Google Scholar
• Bencherif, Mohamed, and Nabil Brahmi. 2020. “Solar Cell Parameter Identification Using the Three Main Points of the Current–Voltage Characteristic.” International Journal of Ambient Energy, 1–21. https://doi.org/10.1080/01430750.2020.1789739.
   Web of Science ®Google Scholar
• Bounekhla, Mohamed, Fatiha Habbi, El-Ghalia Boudissa, Mountssar Maamoun, and Abderrezak Guessoum. 2022. “Combination of Quadratic Ranking Selection Real-Coded Genetic Algorithm with the Hooke-Jeeves Optimisation Method for Solar Photovoltaic Parameter Estimation.” International Journal of Ambient Energy 43 (0): 7754–7765. https://doi.org/10.1080/01430750.2022.2080267.
   Google Scholar
• Chauhan, Abhishek, and Surya Prakash. 2021. “A New Emperor Penguin Optimisation-Based Approach for Solar Photovoltaic Parameter Estimation.” International Transactions on Electrical Energy Systems 31 (7), https://doi.org/10.1002/2050-7038.12917.
   Web of Science ®Google Scholar
• Chen, Xu, and Kunjie Yu. 2019. “Hybridizing Cuckoo Search Algorithm with Biogeography-Based Optimization for Estimating Photovoltaic Model Parameters.” Solar Energy 180 (mars): 192–206. https://doi.org/10.1016/j.solener.2019.01.025.
   Google Scholar
• Cheung, Ngaam J., Xue-Ming Ding, and Hong-Bin Shen. 2016. “A Nonhomogeneous Cuckoo Search Algorithm Based on Quantum Mechanism for Real Parameter Optimization.” IEEE Transactions on Cybernetics, 1–12. https://doi.org/10.1109/TCYB.2016.2517140.
   Web of Science ®Google Scholar
• Cotfas, Daniel T., Adrian M. Deaconu and Petru A. Cotfas. 2019. Application of Successive Discretization Algorithm for Determining Photovoltaic Cells Parameters. Energy Conversion and Management 196 (septembre): 545-556. https://doi.org/10.1016/j.enconman.2019.06.037.
   Google Scholar
• Dehghanzadeh, Ahmad, Gholamreza Farahani, and Mohsen Maboodi. 2017. “A Novel Approximate Explicit Double-Diode Model of Solar Cells for use in Simulation Studies.” Renewable Energy 103 (avril): 468–477. https://doi.org/10.1016/j.renene.2016.11.051.
   Google Scholar
• Ghani, F., E. F. Fernandez, F. Almonacid, and T. S. O’Donovan. 2017. “The Numerical Computation of Lumped Parameter Values Using the Multi-Dimensional Newton-Raphson Method for the Characterisation of a Multi-Junction CPV Module Using the Five-Parameter Approach.” Solar Energy 149 (juin): 302–313. https://doi.org/10.1016/j.solener.2017.04.024.
   Google Scholar
• Gnetchejo, Patrick Juvet, Salomé Ndjakomo Essiane, Abdouramani Dadjé, and Pierre Ele. 2021a. “A Combination of Newton-Raphson Method and Heuristics Algorithms for Parameter Estimation in Photovoltaic Modules.” Heliyon 7 (4): e06673. https://doi.org/10.1016/j.heliyon.2021.e06673.
   PubMed Web of Science ®Google Scholar
• Gnetchejo, Patrick Juvet, Salomé Ndjakomo Essiane, Abdouramani Dadjé, Pierre Ele, Daniel Eutyche Mbadjoun Wapet, Steve Perabi Ngoffe, and Zhicong Chen. 2021b. “A Self-Adaptive Algorithm with Newton Raphson Method for Parameters Identification of Photovoltaic Modules and Array.” Transactions on Electrical and Electronic Materials 22 (6): 869–888. https://doi.org/10.1007/s42341-021-00312-5.
   Web of Science ®Google Scholar
• Gnetchejo, Patrick Juvet, Salomé Ndjakomo Essiane, Abdouramani Dadjé, Daniel Eutyche Mbadjoun Wapet, Pierre Ele, and Zhicong Chen. 2022. “Improved Social Network Search Algorithm Coupled with Lagrange Method for Extracting the Best Parameter of Photovoltaic Modules and Array.” International Journal of Energy and Environmental Engineering 14 (3): 525–535. https://doi.org/10.1007/s40095-022-00532-2.
   Web of Science ®Google Scholar
• Gnetchejo, Patrick Juvet, Salomé Ndjakomo Essiane, and Pierre Ele. 2021c. “Diagnostic des Défauts D’un Champ Photovoltaïque par Analyse Statistique Multivariée Fault Detection in PV Array Based on Statistical Analysis.” The 1st International Conference on Local Resource Exploitation.
   Google Scholar
• Gnetchejo, Patrick Juvet, Salomé Ndjakomo Essiane, Pierre Ele, Dadjé Abdouramani, and Zhicong Chen. 2021d. “Faults Diagnosis in a Photovoltaic System Based on Multivariate Statistical Analysis.” Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 1–22. https://doi.org/10.1080/15567036.2021.1919792.
   Web of Science ®Google Scholar
• Gnetchejo, Patrick Juvet, Salomé Ndjakomo Essiane, Pierre Ele, René Wamkeue, Daniel Mbadjoun Wapet, and Steve Perabi Ngoffe. 2019a. “Reply to Comment on “Important Notes on Parameter Estimation of Solar Photovoltaic Cell” Energy Conversion and Management 201: 112132. https://doi.org/10.1016/j.enconman.2019.112132.
   Google Scholar
• Gnetchejo, Patrick Juvet, Salomé Ndjakomo Essiane, Pierre Ele, René Wamkeue, Daniel Mbadjoun Wapet, and Steve Perabi Ngoffe. 2019b. “Important Notes on Parameter Estimation of Solar Photovoltaic Cell.” Energy Conversion and Management 197: 111870. https://doi.org/10.1016/j.enconman.2019.111870.
   Web of Science ®Google Scholar
• Gnetchejo, Patrick Juvet, Salomé Ndjakomo Essiane, Pierre Ele, René Wamkeue, Daniel Mbadjoun Wapet, and Steve Perabi Ngoffe. 2019c. “Enhanced Vibrating Particles System Algorithm for Parameters Estimation of Photovoltaic System.” Journal of Power and Energy Engineering 07 (08): 1–26. https://doi.org/10.4236/jpee.2019.78001.
   Google Scholar
• Gong, Wenyin, and Zhihua Cai. 2013. “Parameter Extraction of Solar Cell Models Using Repaired Adaptive Differential Evolution.” Solar Energy 94 (août): 209–220. https://doi.org/10.1016/j.solener.2013.05.007.
   Google Scholar
• Hamid, Naima, Rachida Abounacer, Mohammed Idali Oumhand, M’barek Feddaoui, and Driss Agliz. 2019. “Parameters Identification of Photovoltaic Solar Cells and Module Using the Genetic Algorithm with Convex Combination Crossover.” International Journal of Ambient Energy 40 (5): 517–524. https://doi.org/10.1080/01430750.2017.1421577.
   Web of Science ®Google Scholar
• Ibrahim, Ibrahim Anwar, M. J. Hossain, and Benjamin C. Duck. 2022. “A Hybrid Wind Driven-Based Fruit fly Optimization Algorithm for Identifying the Parameters of a Double-Diode Photovoltaic Cell Model Considering Degradation Effects.” Sustainable Energy Technologies and Assessments 50 (mars): 101685. https://doi.org/10.1016/j.seta.2021.101685.
   Google Scholar
• Kharchouf, Youssef, Rachid Herbazi, and Adil Chahboun. 2022. “Parameter’s Extraction of Solar Photovoltaic Models Using an Improved Differential Evolution Algorithm.” Energy Conversion and Management 251 (janvier): 114972. https://doi.org/10.1016/j.enconman.2021.114972.
   Google Scholar
• Li, Shuijia, Wenyin Gong, Xuesong Yan, Chengyu Hu, Danyu Bai, and Ling Wang. 2019. “Parameter Estimation of Photovoltaic Models with Memetic Adaptive Differential Evolution.” Solar Energy 190 (septembre): 465–474. https://doi.org/10.1016/j.solener.2019.08.022.
   Google Scholar
• Lodhi, Ehtisham, Zeeshan Lodhi, Rana Noman Shafqat, and Fieda Chen. 2017. “Performance Analysis of ‘Perturb and Observe’ and ‘Incremental Conductance’ MPPT Algorithms for PV System.” IOP Conference Series: Materials Science and Engineering 220: 012029. https://doi.org/10.1088/1757-899X/220/1/012029.
   Google Scholar
• Lodhi, Ehtisham, Fei-Yue Wang, Gang Xiong, Ghulam Ali Mallah, Muhammad Yaqoob Javed, Tariku Sinshaw Tamir, and David Wenzhong Gao. 2021. “A Dragonfly Optimization Algorithm for Extracting Maximum Power of Grid-Interfaced PV Systems.” Sustainability 13 (19): 10778. https://doi.org/10.3390/su131910778.
   Web of Science ®Google Scholar
• Louzazni, Mohamed, Ahmed Khouya, Khalid Amechnoue, Marco Mussetta, and Aurelian Crăciunescu. 2020. “Comparison and Evaluation of Statistical Criteria in the Solar Cell and Photovoltaic Module Parameters’ Extraction.” International Journal of Ambient Energy 41 (13): 1482–1494. https://doi.org/10.1080/01430750.2018.1517678.
   Web of Science ®Google Scholar
• Malik, Prashant, and Shyam Singh Chandel. 2021. “A New Integrated Single-Diode Solar Cell Model for Photovoltaic Power Prediction with Experimental Validation Under Real Outdoor Conditions.” International Journal of Energy Research 45 (1): 759–771. https://doi.org/10.1002/er.5881.
   Web of Science ®Google Scholar
• Malik, Prashant, Rahul Chandel, and Shyam Singh Chandel. 2021. “A Power Prediction Model and its Validation for a Roof top Photovoltaic Power Plant Considering Module Degradation.” Solar Energy 224 (août): 184–194. https://doi.org/10.1016/j.solener.2021.06.015.
   Google Scholar
• Mbadjoun Wapet, Daniel Eutyche, Salomé Ndjakomo Essiane, René Wamkeue, Dieudonné Bisso, and Patrick Juvet Gnetchejo. 2022a. “Optimal Management of Hydropower Production: Case of Memve’ele Hydropower Reservoir Policy.” Energy Reports 8: 1425–1456. https://doi.org/10.1016/j.egyr.2021.12.047.
   Web of Science ®Google Scholar
• Mbadjoun Wapet, Daniel Eutyche, Salomé Ndjakomo Essiane, René Wamkeue, Dieudonné Bisso, and Patrick Juvet Gnetchejo. 2022b. “Optimal Management of Hydropower Production: Case of Memve’ele Hydropower Reservoir Policy.” Energy Reports 8: 1425–1456. https://doi.org/10.1016/j.egyr.2021.12.047.
   Web of Science ®Google Scholar
• Mbadjoun Wapet, Daniel Eutyche, Salomé Ndjakomo Essiane, René Wamkeue, Dieudonné Bisso, Patrick Juvet Gnetchejo, and Mohit Bajaj. 2022. “Optimal Policy of Hydroelectric Reservoir Integrated Spill Flow.” Journal of Applied Water Engineering and Research 11 (2): 169–220. https://doi.org/10.1080/23249676.2022.2093794.
   Web of Science ®Google Scholar
• Mengue, Francois Dieudonné, Alain Soup Tewa Kammogne, Martin Siewe Siewe, René Yamapi, and Hilaire Bertrand Fotsin. 2021. “A New Hybrid Method Based on Differential Evolution to Determine the Temperature-Dependent Parameters of Single-Diode Photovoltaic Cells.” Journal of Computational Electronics 20 (6): 2511–2521. https://doi.org/10.1007/s10825-021-01785-6.
   Web of Science ®Google Scholar
• Mesbahi, Oumaima, Mouhaydine Tlemçani, Fernando M. Janeiro, Abdeloawahed Hajjaji, and Khalid Kandoussi. 2022. “Recent Development on Photovoltaic Parameters Estimation: Total Least Squares Approach and Metaheuristic Algorithms.” Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 44 (2): 4546–4564. https://doi.org/10.1080/15567036.2022.2075490.
   Web of Science ®Google Scholar
• Mughal, Muhammad Ali, Qishuang Ma, and Chunyan Xiao. 2017. “Photovoltaic Cell Parameter Estimation Using Hybrid Particle Swarm Optimization and Simulated Annealing.” Energies 10 (8): 1213. https://doi.org/10.3390/en10081213.
   Web of Science ®Google Scholar
• Muralidharan, R. 2017. “Parameter Extraction of Solar Photovoltaic Cells and Modules Using Current–Voltage Characteristics.” International Journal of Ambient Energy 38 (5): 509–513. https://doi.org/10.1080/01430750.2016.1144525.
   Web of Science ®Google Scholar
• Ndjakomo Essiane, Salomé, Patrick Juvet Gnetchejo, Pierre Ele, and Zhicong Chen. 2021. “Faults Detection and Identification in PV Array Using Kernel Principal Components Analysis.” International Journal of Energy and Environmental Engineering 13 (1): 153–178. https://doi.org/10.1007/s40095-021-00416-x.
   Web of Science ®Google Scholar
• Parida, Shubhranshu Mohan, and Pravat Kumar Rout. 2021. “Differential Evolution with Dynamic Control Factors for Parameter Estimation of Photovoltaic Models.” Journal of Computational Electronics 20 (1): 330–343. https://doi.org/10.1007/s10825-020-01617-z.
   Web of Science ®Google Scholar
• Premkumar, M., Pradeep Jangir, Rajvikram Madurai Elavarasan, and R. Sowmya. 2021. “Opposition Decided Gradient-Based Optimizer with Balance Analysis and Diversity Maintenance for Parameter Identification of Solar Photovoltaic Models.” Journal of Ambient Intelligence and Humanized Computing 14 (6): 7109–7131. https://doi.org/10.1007/s12652-021-03564-4.
   Google Scholar
• Rezaee Jordehi, A. 2018. “Enhanced Leader Particle Swarm Optimisation (ELPSO): An Efficient Algorithm for Parameter Estimation of Photovoltaic (PV) Cells and Modules.” Solar Energy 159: 78–87. https://doi.org/10.1016/j.solener.2017.10.063.
   Web of Science ®Google Scholar
• Sattar, Montaser Abd El, Ameena Al Sumaiti, Hamdi Ali, and Ahmed A. Zaki Diab. 2021. “Marine Predators Algorithm for Parameters Estimation of Photovoltaic Modules Considering Various Weather Conditions.” Neural Computing and Applications 33 (18): 11799–11819. https://doi.org/10.1007/s00521-021-05822-0.
   Web of Science ®Google Scholar
• Senturk, A., and R. Eke. 2017. “A new Method to Simulate Photovoltaic Performance of Crystalline Silicon Photovoltaic Modules Based on Datasheet Values.” Renewable Energy 103: 58–69. https://doi.org/10.1016/j.renene.2016.11.025.
   Web of Science ®Google Scholar
• Singh, Beant, Manish Kumar Singla, and Parag Nijhawan. 2022. “Parameter Estimation of Four Diode Solar Photovoltaic Cell Using Hybrid Algorithm.” Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 44 (2): 4597–4613. https://doi.org/10.1080/15567036.2022.2078905.
   Web of Science ®Google Scholar
• Song, Shiming, Pengjun Wang, Ali Asghar Heidari, Xuehua Zhao, and Huiling Chen. 2022. “Adaptive Harris Hawks Optimization with Persistent Trigonometric Differences for Photovoltaic Model Parameter Extraction.” Engineering Applications of Artificial Intelligence 109 (mars): 104608. https://doi.org/10.1016/j.engappai.2021.104608.
   Google Scholar
• Sreekantha Reddy, S., and Chandrasekhar Yammani. 2022. “Parameter Extraction of Single-Diode Photovoltaic Module Using Experimental Current–Voltage Data.” International Journal of Circuit Theory and Applications 50 (2): 753–771. https://doi.org/10.1002/cta.3133.
   Web of Science ®Google Scholar
• Talatahari, Siamak, Hadi Bayzidi, and Meysam Saraee. 2021. “Social Network Search for Global Optimization.” IEEE Access 9: 92815–92863. https://doi.org/10.1109/ACCESS.2021.3091495.
   Google Scholar
• Tefek, Mehmet Fatih. 2021. “Artificial bee Colony Algorithm Based on a new Local Search Approach for Parameter Estimation of Photovoltaic Systems.” Journal of Computational Electronics 20 (6): 2530–2562. https://doi.org/10.1007/s10825-021-01796-3.
   Web of Science ®Google Scholar
• Tossa, Alain K., Y. M. Soro, Y. Azoumah, and D. Yamegueu. 2014. “A new Approach to Estimate the Performance and Energy Productivity of Photovoltaic Modules in Real Operating Conditions.” Solar Energy 110 (décembre): 543–560. https://doi.org/10.1016/j.solener.2014.09.043.
   Google Scholar
• Wapet, Daniel Eutyche Mbadjoun, Salomé Ndjakomo Essiane, René Wamkeue, and Patrick Juvet Gnetchejo. 2020. “Hydropower Production Optimization from Inflow: Case Study of Songloulou Hydroplant.” Journal of Power and Energy Engineering 08 (08): 37–52. https://doi.org/10.4236/jpee.2020.88003.
   Google Scholar
• Wu, Lijun, Zhicong Chen, Chao Long, Shuying Cheng, Peijie Lin, Yixiang Chen, and Huihuang Chen. 2018. “Parameter Extraction of Photovoltaic Models from Measured I-V Characteristics Curves Using a Hybrid Trust-Region Reflective Algorithm.” Applied Energy 232: 36–53. https://doi.org/10.1016/j.apenergy.2018.09.161.
   Web of Science ®Google Scholar
• Yu, Sudan, Ali Asghar Heidari, Guoxi Liang, Chi Chen, Huiling Chen, and Qike Shao. 2022. “Solar Photovoltaic Model Parameter Estimation Based on Orthogonally-Adapted Gradient-Based Optimization.” Optik 252: 168513. https://doi.org/10.1016/j.ijleo.2021.168513.
   Web of Science ®Google Scholar