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Hybrid NN-GA Approach for Modeling and Optimization of MRR & Average Temperature of the EDDG


Ravi Upadhyay , Sagar Institute of Technology & Management Barabanki, 225001, UP; Shani Kumar, MMMUT Gorakhpur; Sangam Kumar, Siit Gorakhpur


NN-GA approach, MATLAB, high carbon steel (HCS)


Hybrid processes are used only based on either electrical action or abrasive action in machining processes. The combination of metals bonded abrasive grinding with EDM or ECM are developed of The abrasive based HMPs .the combination of ECM and grinding is called as electro-chemical abrasive grinding (ECAG) of the Hybrid processes while combination of EDM and grinding is called as electrical discharge abrasive grinding (EDAG) of the Hybrid machining processes. When metal bonded diamond grinding grit wheel is used in electrical discharge abrasive grinding is called as Electro-Discharge Diamond Grinding (EDDG) Hybrid processes. a metal bonded diamond grinding grit wheel is used in Electric discharge diamond Grinding (EDDG) and electrical sparks take place between metallic bonding material and work piece to thermally soften the work-material on a microscopic scale and reduce grinding forces and powers. The fraction of molten material has indicated by the Thermal modeling of EDM process. High re-deposited on the parent material surface. The used of grit abrasives in the wheel to ground off the crack-infested layer in the EDDG process The software is Developed on MATLAB to integrate NN-GA approach and used for modeling and optimization of EDDG process. The validity of develops software. The developed software used for Modeling and single objective Optimization of EDDG.

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Paper ID: IJSRDV5I60293
Published in: Volume : 5, Issue : 6
Publication Date: 01/09/2017
Page(s): 590-595

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