Performance of ANN in Predicting the Tensile and Shear Strength of Al-Steel Explosive Clads
نویسندگان
چکیده
In this study, an artificial neural network (ANN) model is created to predict aluminium-stainless steel explosive clads' tensile and shear strengths. The parameters for the cladding process, such as loading ratio (mass of flyer, 0.6-1.0), standoff distance (5-9 mm), preset angle (0°-10°), groove in base plate (V/Dovetail), were altered. ANN algorithm was trained Python using strengths gathered from 80% experiments (60), trials, prior results. constructed evaluated utilizing remaining experimental successfully predicts with accuracy less than 10% deviation result.
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ژورنال
عنوان ژورنال: Journal of Manufacturing Engineering
سال: 2023
ISSN: ['0973-6867']
DOI: https://doi.org/10.37255/jme.v18i1pp026-029