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• W4385408529 abstract "AbstractAn image processing-based Firebug Swarm Optimization (FSO) algorithm is developed in this article to detect maximum power point tracking (MPPT) under shadowing conditions on PV arrays. After capturing an image and applying image processing techniques, the proposed method can detect the shading portion of photovoltaic array (PV). The image processing results can then be used to modify the current rating in power equations. The Firebug swarm optimization (FSO) algorithm is metaheuristic algorithm that identifies and controls switching configurations under partial shading patterns by detecting the maximum global peak point (GPP) of output power generated by multiple configurations. This research is proposed with an image processing edge detection algorithm called the Otsu-Canny algorithm for detecting the partial shade on PV array. The FSO algorithm is used to rearrange the shaded photovoltaic array to significantly reduce the power and efficiency losses. MATLAB simulations were carried out using a 280 W PV panel to verify the efficiency of the proposed FSO MPPT technique with an image processing-based algorithm. The proposed FSO MPPT scheme’s performance is compared to current cutting-edge MPPT methods. Under partial shading conditions, the proposed algorithm successfully detected the maximum peak point of a photovoltaic array, increasing power output and efficiency.Keywords: Firebug swarm optimization (FSO) algorithmgMPPOtsu-Canny algorithmswitching matrix controllermechanical switchesthreshold value AUTHORSHIP CONTRIBUTIONSAll authors are contributed equally to this workDATA AVAILABILITY STATEMENTData sharing not applicable to this article as no datasets were generated or analyzed during the current studyETHICS APPROVAL AND CONSENT TO PARTICIPATENo participation of humans takes place in this implementation process.HUMAN AND ANIMAL RIGHTSNo violation of Human and Animal Rights is involved.Disclosure statementNo potential conflict of interest was reported by the author(s).Correction StatementThis article has been corrected with minor changes. These changes do not impact the academic content of the article.Additional informationNotes on contributorsGayathri Monicka SubarnanGayathri Monicka Subarnan (Academician, Researcher, Reviewer, Editor and Innovator) completed Graduation in Electrical and Electronics Engineering from Madras University in the year 2002, Post-Graduation in Power Electronics and Drives from Bharath University in the year 2007 and has received Doctorate degree from Anna University in 2015 in the title of “Investigation on Asymmetric Multilevel Inverter” with highly commended and has major interest in design and experimental works with 19 years of teaching and 12 years of research experience and received “Young Research Award 2020”. Published 23 International Research Journal papers and 15 International and National conference Paper. She had a 2 Patent to her credit in the area of “An Electric Powered wheel-chair Trick for Differently Abled” and Drone, etc. Reviewed 36 research article from leading journals like Elsevier journals, Turkish Journal of Electrical Engineering and Computer Science, Journal of Electrical Engineering and Technology International Journal of Electronics, Materials Today: Proceedings, Journal of Ambient Intelligence and Humanized Computing Journal of Institute of Scholars & Scopus etc., and published 4 book chapter in Elsevier and Wiley Publications. More than 15 guest lecture delivered in various colleges about ICT tools, LMS and Drives Specialization and Design. Developed Solar power car, battery powered trike, Arducopter with noiseless propeller, Armbot and machine learning approach to monitoring COVID person. Has a life member in ISTE (Indian Society for Technical Education), InSc Life member, Currently working as Professor in the department of EEE Engineering SRMIST RAMAPURAM CAMPUS and guiding 4 scholars. Currently working in the field of IOT, Electric Vehicles, Drones, Machine Drives.Manimegalai DamodaranManimegalai Damodaran received her B.E degree in Electrical and Electronics Engineering from Priyadarshini Engineering College, Vaniyambadi and M.E degree in Applied Electronics from Jayam college of Engineering and Technology, Dharmapuri. She is having a working experience of 16.4 years in academic and 2.6 years in industry. Currently, she is pursuing her Ph.D, in SRM Institute of Science and Technology, Chennai, India. She published 21 papers in reputed journals. She has the professional membership of ISTE and IAENG. Her area of research interest includes Renewable energy and sustainability analytics, Control Engineering, Image Processing, Optimization Algorithms, etc.Karthikeyan MadhuKarthikeyan Madhu received his B.E degree in Electrical and Electronics Engineering received from Adhiyamaan College of Engineering and M.E degree in Embedded System Technologies from Veltech Engineering College. He holds a Ph.D. degree in Electrical Engineering from Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, India. Now, currently he is working as an Associate Professor in Department of Electronics and communication Engineering, Centre for Advanced Wireless Integrated Technology, Chennai Institute of Technology Chennai, India. He has several years of professional working experience in different capabilities in the field of Electrical and Electronics Engineering. He has the professional membership of IEEE, IEI, ISTE, IAENG. His area of research interest includes (but not limited to) Image processing, Assistive technology, Renewable energy systems and machine learning, Embedded system, Artificial Intelligence.Gunasekari RethinamGunasekari Rethinam currently working as an Associate Professor in the Department of Electrical and Electronics Engineering at Sri Sairam College of Engineering, Bengaluru. She received her B.E Degree in Electrical and Electronics Engineering from Regional Engineering College, Tiruchirappalli and M.E Degree in Applied Electronics from Jayam College of Engineering and Technology, Dharmapuri. She is completed her Ph.D in Saveetha Institute of Medical And Technical Sciences (SIMATS), Chennai, India. She is having a working experience of 25.3 years in academic, 5.1 years in industry and 1.5 years in Research. She published 25 papers in reputed journals and 2 Patents. She has the professional membership of IEEE, IEI, ISTE, IAENG, ISRD and SMISEEE. Her area of research interest includes Hybrid Renewable Energy Sources, Power System Engineering, Power Electronics Converters etc." @default.
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• W4385408529 date "2023-07-31" @default.
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• W4385408529 title "Optimization of Image Processing Based MPPT Algorithm Using FSO Algorithm" @default.
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