Chemical mechanical polishing (CMP);
Double disk magnetic abrasive finishing (DDMAF);
Response surface methodology (RSM);
Flexible magnetic abrasive brush (FMAB);
Surface roughness;
Optimization;
Response optimizer;
Genetic algorithm (GA);
KOH;
D O I:
10.1007/s12633-018-9961-6
中图分类号:
O64 [物理化学(理论化学)、化学物理学];
学科分类号:
070304 ;
081704 ;
摘要:
The present paper aims to analyze the surface finish of polished silicon wafer by chemically etching with potassium hydroxide (KOH) and mechanical polishing by Double Disk Magnetic Abrasive Finishing (DDMAF) process. The study is emphasized to study the effect of process parameters i.e. polishing speed, working gap, abrasive mesh number and percentage weight of KOH on the surface roughness (R-a). Response surface methodology (RSM) has been used to plan the experiments and Analysis of variance (ANOVA) has been used to analyze the impact of each process parameter on surface roughness. Regression equation for surface roughness in terms of significant process parameters has been developed to determine the surface roughness of polished silicon wafer. The equation has been further optimized using optimizer available with Minitab 17 and Genetic Algorithm (GA) tool box available with MatLab 16, to obtain the optimum process parameters and to prefigure the minimum surface roughness. The confirmatory experiment was carried out at optimum parameters and the prefigured results were found to be closely matched with the experimental findings. The communication further vocalizes the study of surface integrity for the unpolished sample to polished sample at optimum parameter using SEM and AFM images.
机构:
Department of Machine Intelligence and Systems Engineering, Akita Prefectural University, Yurihonjo, Akita 015-0055Department of Machine Intelligence and Systems Engineering, Akita Prefectural University, Yurihonjo, Akita 015-0055
Wu, Yongbo
Yang, Weiping
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机构:
Jiangxi Agricultural University, School of Engineering, Economic Development District, NanchangDepartment of Machine Intelligence and Systems Engineering, Akita Prefectural University, Yurihonjo, Akita 015-0055
Yang, Weiping
Fujimoto, Masakazu
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机构:
Department of Machine Intelligence and Systems Engineering, Akita Prefectural University, Yurihonjo, Akita 015-0055Department of Machine Intelligence and Systems Engineering, Akita Prefectural University, Yurihonjo, Akita 015-0055
Fujimoto, Masakazu
Zhou, Libo
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h-index: 0
机构:
Ibaraki University, School of Engineering, Hitachi, Ibaraki 316-8511Department of Machine Intelligence and Systems Engineering, Akita Prefectural University, Yurihonjo, Akita 015-0055