Wind energy is one of the renewable energies, which has been utilized effectively to maintain the ecological balance of the environment. The wind speeds (m/s) at the 10 m level above the earth’s surface in Aluru Kona site (latitude of 14.920, longitude of 78.020) and Ellutala site (latitude of 14.559, longitude of 77.779) for a period of 01.01.2019 to 01.02.2019 are used to estimate wind power density. The benchmark data is obtained from MINES ParisTech Web portal. The research work is limited in the regions of Andhra Pradesh: Anantapur district, Tadipatri, for Aluru Kona village and Ellutala village wherein the wind power plants have located. In this work, an empirical method is being utilized for the evaluation of the Weibull probability distribution parameters (shape parameter and scale parameter) and cumulative function which provides an estimate of the wind power density. © 2021, Springer Nature Singapore Pte Ltd.