Multi-response Optimization of PMEDM on Inconel 718 Using Hybrid T-GRA TOPSIS, and ANN Model

被引：2

作者：

Ram, Jana Sai ^{[1
]}

Shiek, Jeavudeen ^{[1
]}

Syed, Shaul Hameed ^{[1
]}

机构：

[1] B S Abdur Rahman Crescent Inst Sci & Technol, Dept Mech Engn, Chennai, India

来源：

FME TRANSACTIONS | 2023年 / 51卷 / 04期

关键词：

Multi-attribute Decision Making; T-GRA; TOPSIS; ANN; PMEDM; MRR; TWR; SR; PROCESS PARAMETERS; MULTIOBJECTIVE OPTIMIZATION; SURFACE-ROUGHNESS; EDM PROCESS; DISCHARGE; POWDER; PERFORMANCE; ELECTRODES; COMPOSITE; COPPER;

D O I：

10.5937/fme2304564R

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

Inconel 718 is one of the Nickel-based superalloys considered one of the parameters with a delivery side pressure of 6 bar for the Alumina mixed roughness (SR) have been taken as output responses. The results have been from T-GRA & TOPSIS have been validated by developing a singlelayered ANN model. Ranks predicted by the ANN model are the same for T-GRA and TOPSIS and the R-values are 0.924 & 0.871, respectively. ANOVAhas also been used to analyze parameter effects on output responses.

引用

页码：564 / 574

页数：11

共 46 条

[41] Experimental investigation on EDM of Si3N4-TiN using grey relational analysis coupled with teaching-learning-based optimization algorithm [J].

Srinivasan, V. P. ;

Palani, P. K. ;

Balamurugan, S. .

CERAMICS INTERNATIONAL, 2021, 47 (13) :19153-19168

[42]

Srinivasan V.P, 2022, AIP Conf. proc., V2527

[43] Predictions on surface finish in electrical discharge machining based upon neural network models [J].

Tsai, KM ;

Wang, PJ .

INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2001, 41 (10) :1385-1403

[44] Performance analysis of electrical discharge machining parameters on RENE 80 nickel super alloy using statistical tools [J].

Uyyala, Shrinivas Balraj ;

Kumar, A. ;

Krishna, A. Gopala .

International Journal of Machining and Machinability of Materials, 2014, 15 (3-4) :212-234

[45] A hybrid intelligent method for modelling the EDM process [J].

Wang, KS ;

Gelgele, HL ;

Wang, Y ;

Yuan, QF ;

Fang, ML .

INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2003, 43 (10) :995-999

[46]

Yuangang Wang, 2022, Procedia CIRP, P81, DOI 10.1016/j.procir.2022.09.131

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