Energy is considered as the essential part for the national development in the form of mechanical power or any other
which has major contribution for improving the quality of life and enhancing the economic growth. Thus, the use of wind
turbine in the form of a renewable energy has become as one of the most viable alternative resource of power generation
due to some compensations of it such as cost-effective and eco-friendly [1-2]. Various institutions, companies, researchers
and organizations have reported that wind turbines with higher efficiency are important to fulfill the energy demand at
present [3-4]. The study shows that the efficiency of the wind turbine can be achieved by using optimum turbine parameters
in which energy is produced, used and saved. Therefore, a considerable amount of research studies has been devoted to
using wind turbines in electricity generation [5-6]. Although, the investigations have shown a reasonably good management
of air flow or distribution of wind power generation, the most common controls to improve overall system efficiency of
wind turbine are power absorption by reducing the number of losses and hence, more power extraction. Moreover, power
absorption is limited by passive stall regulation, which could be controlled by the high load capacity generator. There are
several techniques reported in literature to reach an optimum performance and system efficiency by using a conventional
control system such as proportional-integral-derivative (PID). However, during the application, correct selection of turbine
parameters is critical for estimating the wind power generation by using PID since it depends only on exact mathematica