Publication

Abstract : This study examines the possibility of solar energy in comparison to conventional electricity, considering Kerala’s diverse environment. With solar panels or photovoltaic cells, solar power generated from sunlight offers an alternative form of energy which can be utilized to provide electricity. Our study compares two popular energy choices: solar electricity and conventional electricity for people in Kerala. The efficiency of solar electricity and conventional electricity is assessed in this study through multiple algorithms, such as SVM, ANN, Random Forest, and Logistic Regression. The study highlights the complex factors and benefits of incorporating solar energy technology into Kerala’s varied environment, helping make decisions about sustainable energy solutions.