Optimization of wire electrical discharge machining parameters to improve the surface roughness of laser-cladded Stellite 6 on AISI 1018 steel

Abstract This study investigated the wire electrical discharge machining (WEDM) machinability of Stellite 6 laser cladded AISI 1018 structural steel, a material combination that is practically unexplored in WEDM literature. Two Taguchi L9 orthogonal array experiments were conducted: Experiment 1 examined mean voltage (VM), pulse-on time (T on ), pulse-off time (T off ), and wire tension; Experiment 2 examined wire feed, water pressure, wire tension, and speed limit. Signal-to-noise (S/N) ratio analysis and ANOVA were applied to identify the dominant parameters. Mean voltage was the most influential factor in Experiment 1 (ANOVA contribution: 73.89 %), while wire feed governed surface roughness in Experiment 2 (36.04 %). Optimal parameter combinations yielded minimum Ra values of 2.224 μm and 2.515 μm, both validated within the 95 % confidence interval, confirming the effectiveness of Taguchi optimization at the 0.05 significance level. The results demonstrated that WEDM is a viable and efficient post-processing route for laser cladded Stellite 6 components, with process parameters requiring careful selection to account for the heterogeneous carbide microstructure of the coating.

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Publication Details

Journal
Materials Testing
Published
2026-09-28
DOI
https://doi.org/10.1515/mt-2026-0223
Primary Topic
Advanced Machining and Optimization Techniques
Type
article
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Optimization of wire electrical discharge machining parameters to improve the surface roughness of laser-cladded Stellite 6 on AISI 1018 steel

Tanju Teker, Serdar Osman YILMAZ, İbrahim Savaş Dalmış, Beyza Avcı
Materials Testing
Advanced Machining and Optimization Techniques
article

Optimization of wire electrical discharge machining parameters to improve the surface roughness of laser-cladded Stellite 6 on AISI 1018 steel

Tanju Teker, Serdar Osman YILMAZ, İbrahim Savaş Dalmış, Beyza Avcı
article en

Abstract

Abstract This study investigated the wire electrical discharge machining (WEDM) machinability of Stellite 6 laser cladded AISI 1018 structural steel, a material combination that is practically unexplored in WEDM literature. Two Taguchi L9 orthogonal array experiments were conducted: Experiment 1 examined mean voltage (VM), pulse-on time (T on ), pulse-off time (T off ), and wire tension; Experiment 2 examined wire feed, water pressure, wire tension, and speed limit. Signal-to-noise (S/N) ratio analysis and ANOVA were applied to identify the dominant parameters. Mean voltage was the most influential factor in Experiment 1 (ANOVA contribution: 73.89 %), while wire feed governed surface roughness in Experiment 2 (36.04 %). Optimal parameter combinations yielded minimum Ra values of 2.224 μm and 2.515 μm, both validated within the 95 % confidence interval, confirming the effectiveness of Taguchi optimization at the 0.05 significance level. The results demonstrated that WEDM is a viable and efficient post-processing route for laser cladded Stellite 6 components, with process parameters requiring careful selection to account for the heterogeneous carbide microstructure of the coating.

Materials Testing
Tekirdağ Namık Kemal University (TR), Sivas Cumhuriyet Üniversitesi (TR)
Openalex Percentile: Top 22%
Advanced Machining and Optimization Techniques
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Optimization of wire electrical discharge machining parameters to improve the surface roughness of laser-cladded Stellite 6 on AISI 1018 steel — Tanju Teker, Serdar Osman YILMAZ, et al. · Materials Testing (2026) | TGRS Research Map | TGRS