India's commitment to renewable energy has been reinforced through its ranking as the fourth-largest global solar power capacity holder, as reported in the Ministry of New and Renewable Energy's 2022 year-end review. Non-fossil fuel-based power generation has reached 42.26% of India's total installed capacity. In this context, solar pump installations for agricultural use, under the component -A, B, C, are in progress. This study proposes the deployment of stand-alone solar power plants using the System Advisor Model (SAM) in three distinct regions of Andhra Pradesh, India. Aimed at facilitating the adoption of green energy and income generation through surplus power sales in rural communities, this work is grounded in a comprehensive survey conducted across eight diverse locations: Ganayigudem, Manduru, Jogannapalem, Vegavaram, Veeravallipalem, Ainavillilanka, Seetharampuram, and Naguladevupadu. Real-time power requirement data was collected from 112 farmers across approximately 882 acres of land. These locations were divided into three sets, designated as set-A, set-B, and set-C, using a clustering approach. The energy requirements for agricultural purposes were derived from the survey data, enabling the near-practical construction of a solar plant via the SAM software, using actual weather data and load requirements. The Levelized cost of energy nominal (LOCE) was calculated to be 3.