One such innovative, non-conventional technique is electrical discharge machining of wires. This report describes the findings of an experimental study on Wire Electrical Discharge Machining (WEDM), using Nimonic 75 as a cutting medium. Surface roughness (SR) and material removal rate (MRR) are examples of output responses, while servo voltage, wire feed, pulse on and off times are examples of process variables. Diminishing the harshness and further developing the evacuation pace of the material during machining may prompt better surface qualities and a more noteworthy machining yield. This means that looking into the links between the input and replication parameters is essential. The point of this study is to distinguish the most important info parts involving factual displaying to augment material expulsion rate while diminishing surface harshness. The L29 orthogonal arrays have completed the experimental design with three gradations of each machining parameter. The response surface technique, analysis of variance, and Taguchi method were used to examine the data collected on an optical canvas. The beat on time is the main component in deciding the pace of material evacuation, though the beat of time is the main part in characterizing the surface harshness.