<div>The advantages of magnesium alloy composites over traditional engineering materials include their high strength and lightweight for automotive applications. The proposed work is to compose the AZ61 alloy composite configured with 0–12% silicon nitride (Si<sub>3</sub>N<sub>4</sub>) via semisolid-state stir processing assisted with a (sulfur hexafluoride—SF6) inert environment. The prepared AZ61 alloy and AZ61/4% Si<sub>3</sub>N<sub>4</sub>, AZ61/8% Si<sub>3</sub>N<sub>4</sub>, and AZ61/12% Si<sub>3</sub>N<sub>4</sub> are machined by electrical discharge machining (EDM) under varied source parameters such as pulse On/Off (T<sub>on</sub>/T<sub>off</sub> <sub> </sub>) time (100–115/30–45 μs), and composition of composite. The impact of EDM source parameters on metal removal rate (MRR) and surface roughness (Ra) is measured. For finding the optimum source for higher MRR and good surface quality of EDM surface, the ANOVA optimization tool with L16 design is executed and analyzed via a general linear model approach. With the influence of ANOVA, the T<sub>on</sub>/T<sub>off</sub> and composite composition found 95.42%/1.27% and 0.36% impact for MRR and 30.74%/21.01%/18.27% of T<sub>on</sub>, T<sub>off</sub>, and Ra. The optimum parameters for electrical discharge machining have been determined, and the composite material of AZ61/8% Si<sub>3</sub>N<sub>4</sub> has been identified as having a favorable MRR/Ra value compared to other materials.</div>
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