Smart Operating Range Monitoring of Solar PV Cell with Integrated Phase Change Materials by Using Solar Deep Learning Model

Abstract

AbstractThis research aims to demonstrate that a one-of-a-kind microencapsulated bio-based PCM may be utilized in the passive collection of solar energy in buildings. The research makes use of a PCM with thermal properties within the comfort zone but is also able to track the performance of solar photovoltaic panels. This allows the research to be more accurate. Because of this, the research can produce outcomes that are more accurate. After finishing the step before this one, the next thing that needs to be done is creating novel composite concrete panels. This step follows the completion of the phase before it. The outcomes of the mechanical and thermal tests served as the basis for determining the best composition of the concrete mix that should be used for making this panel. The method concludes with the construction of a test structure using composite walls as the primary building material.Keywords: PCMthermalsolar photovoltaic panelscomposite walls ACKNOWLEDGMENTThe authors appreciate the supports from Sree Vidyanikethan Engineering College, Andhra Pradesh for the research and preparation of the manuscript. The work was supported by Researchers Supporting Project number (RSP2023R492), King Saud University, Riyadh, Saudi Arabia.AUTHORS' CONTRIBUTIONSAll authors are contributed equally to this work.DATA AVAILABILITY STATEMENTData sharing is not applicable to this article as no datasets were generated or analyzed during the current study.DISCLOSURE STATEMENTThe authors declare no conflict of interest.Correction StatementThis article has been corrected with minor changes. These changes do not impact the academic content of the article.Additional informationNotes on contributorsP. GeethaP. Geetha, has completed her UG, ECE in 1996 & PG, Applied Electronics in 2001 from the University of Madras, and Ph.D., in Nanoelectronics in 2015 from Anna University. She started her career as a lecturer in 1996 and held various positions of administration in the Engineering Colleges of Tamilnadu. She organized many technical and non-technical seminars, workshops, Faculty development training programs, and National and International conferences sponsored by the funding agencies. She acted as a resource person at various events. She is acting as program coordinator at Sree Vidyanikethan Engineering College and formulated both UG and PG Courses. She has published 35 research papers and articles in reputed journals. She filed three patents. She authored a book on Fundamentals of Electromagnetics and 4 Book chapters in nanoelectronics. She is an active member of technical societies. She has currently Rs.22 lakh funded project from DST. She published an Indian patent and three more in streamline. Currently, she is working as Professor, Research Co-ordinator of the MEMS/NEMS cluster under the National MEMS Design Centre, and IPR co-ordinator for the Department of ECE at Mohan Babu University (Erstwhile Sree Vidyanikethan Engineering College), Tirupati. Her research area of interest includes Device modeling & fabrication and Signal processing.S. AjithaS. Ajitha is working as Associate Professor in the Department of Master of Computer Applications at M.S. Ramaiah Institute of Technology, Bangalore. She has a Doctoral degree from the Visveswaraya Technological University (VTU), Belgaum. Currently she is guiding 5 Ph.D students in VTU. She has guided more than 100 projects for the Postgraduate Students. She has published several research papers in International Conferences and Journals. Her areas of interest are Multi-Agents System, Data mining, Data Analytics, Computer Graphics and Software Engineering.M. JyothirmayiM. Jyothirmayi has a vast teaching experience. She received her PhD in faculty of Electrical and Electronics Engineering Sciences from Visvesvaraya Technological University. She has published several research papers in International Conferences and Journals. She also has one design patent awarded,4 patents published and filed for publica