MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202641067878 A) filed by Durga Prasad Nowdu; Venugopal Mutyala; Md Moyeed Abrar; A. Cathirin Preethi; Dr. Somarouthu V G V A Prasad; Gokul Vishwambhar Suryawanshi; Dr. Navneet Rohela; Gowtham M; A. Sadeesh Kumar; Dr Sandeep Gupta; Arulkumar P; and N. Lavanya on May 30, 2026, for Deep Learning Approach For Efficiency Enhancement Of Nanostructured Photovoltaic Solar Cells.

Inventors include Durga Prasad Nowdu; Venugopal Mutyala; Md Moyeed Abrar; A. Cathirin Preethi; Dr. Somarouthu V G V A Prasad; Gokul Vishwambhar Suryawanshi; Dr. Navneet Rohela; Gowtham M; A. Sadeesh Kumar; Dr Sandeep Gupta; Arulkumar P; and N. Lavanya.

The application for the patent was published on July 03, 2026, under issue no. 27/2026.

Abstract: Deep Learning Approach for Efficiency Enhancement of Nanostructured Photovoltaic Solar Cells is the proposed invention. The proposed invention integrates nanoscale material characterization data, microscopy images, optical absorption spectra, fabrication parameters, and electrical performance measurements to intelligently analyze and optimize photovoltaic behavior. The CNN model automatically extracts complex structural and optical features associated with photon absorption, charge carrier mobility, and recombination losses, enabling accurate prediction of power conversion efficiency. The framework identifies performance-reducing defects and recommends optimal fabrication conditions such as nanomaterial composition, layer thickness, annealing temperature, and surface treatment parameters for improved solar energy harvesting. In addition, the system incorporates real-time environmental monitoring to evaluate the impact of temperature, humidity, and solar irradiance on device performance, thereby supporting adaptive efficiency optimization and predictive maintenance. The proposed approach reduces experimental complexity, minimizes material wastage, improves photovoltaic reliability, and accelerates the development of high-efficiency renewable energy systems based on advanced nanostructured solar cell technologies.

Disclaimer: Curated by HT Syndication.