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From
Development of Artificial Neural Network Models for Predicting Weld Output Parameters in Advanced Fusion Welding of a Magnesium Alloy
K.M. Oluwasegun, O.A Ojo, O.T Ola, A. Birur, J. Cuddy, K. Chan
American Journal of Modeling and Optimization
.
2018
, 6(1), 18-34 doi:10.12691/ajmo-6-1-2
Table 1. ZE41-T5 and AZ61Alloys’ Nominal Composition (wt. %)
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Table 2a. Process variables and levels for Hybrid Laser Arc Welding of ZE41-T5 with AZ61 filler
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Table 2b. Process variables and levels for Hot Wire Cladding of ZE41-T5 with AZ61 filler
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Table 2c. Process variables and levels for Cold Metal Transfer of ZE41-T5 with AZ61 filler
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Table 2d. The design table for the 3-factor central composite design for Hybrid Laser Arc Welding of ZE41-T5 with AZ61 filler
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Table 2e. The design table for the 3-factor central composite design for Hot Wire Cladding of ZE41-T5 with AZ61 filler
Full size table and legend
Table 2f. The design table for the 3-factor central composite design for Cold Metal Transfer of ZE41-T5 with AZ61 filler
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Table 3a. Experimental weld input and output parameters for HLAW of ZE41-T5 with AZ61 filler
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Table 3b. Experimental weld input and output parameters for HWC of ZE41-T5 with AZ61filler
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Table 3c. Experimental weld input and output parameters for CMT of ZE41-T5 with AZ61 filler
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Table 3d. Weld input and ANN predicted output parameters for HLAW of ZE41-T5 with AZ61 filler wire
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Table 3e. Weld input and ANN predicted output parameters for HWC of ZE41-T5 with AZ61 filler wire
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Table 3f. Weld input and ANN predicted output parameters for CMT of ZE41-T5 with AZ61 filler wire
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Table 3g. Average output parameters from experimentally verified weld coupons for HLAW of ZE41-T5 with AZ61 filler wire
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Table 3h. Average output parameters from experimentally verified weld coupons for HWC of ZE41-T5 with AZ61 filler wire
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Table 3i. Average output parameters from experimentally verified weld coupons for CMT of ZE41-T5 with AZ61 filler wire
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