The Study of Wind Energy Conversion Systems is a complex area in which many different components like Wind Turbines, Generators, Power Electronic Converters, Controllers for Maximum Power Point Tracking, Load and Filters etc has to be implemented. The cost of implementing all these systems and to install it and monitor the power generation capacity is a tedious and cost intensive task. Moreover the wind itself is prone to changes based on location, season, altitude etc. The researchers are forced to adopt various mechanisms to incorporate all these variations so that they can find the most optimized solution for final implementation of Wind Energy Conversion System, considering all these factors. This paper discusses about the various tools and techniques adopted by the electrical engineering researchers in the field of wind energy power generation.