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There is a non-traditional strategy for electro- thermal machining utilized widely in modern applications, including aviation, vehicle, clinical and synthetic enterprises, to machine hard materials is WEDM (Wire Electrical Discharge Machining). WEDM is a non-customary technique for the evacuation of material and can be utilized to machine numerous calculations and difficult profiles. There are numerous practice factors for example servo voltage, pulse off time (TOFF), peak current (IP), pulse on time (TON), wire tension, wire speed, which contribute to the surface integrity factors, tool wear ratio, surface roughness and material removal rate. These cycle boundaries should be smoothed out to boost machining execution. The WEDM study and analysis have demonstrated that the proficiency of the instrument can be expanded by improving the operational boundaries. In this article, to uncover their impact on surface ruggedness and material removal rate (MRR) on Titanium Grade 7 alloy, the effect of interaction factors, such as peak current, pulse on schedule, pulse off time has been examined utilizing each factor in time technique.