WEAR RATE PREDICTION OF FRICTION STIR WELDED DISSIMILAR ALUMINUM ALLOY BY ANN
Journal Title: International Journal of Mechanical and Production Engineering Research and Development (IJMPERD ) - Year 2018, Vol 8, Issue 3
Abstract
The effect of process parameters on the mechanical properties of dissimilar AA6061 t6–AA5083 0 joints produced by friction stir welding was studied. Different samples were produced by varying the advancing speeds of the tool as 20 and 40 mm/min and by varying the alloy positioned on the advancing side of the tool. The rotating speed is varied from 600 to 900 rpm. Taking all these above-mentioned points into consideration, it is obvious that the relationship between these parameters has to be established in order to understand their interdependencies. Artificial neural networks possess such predictive capabilities, when trained, to understand the relationship between the dependent and independent variables of the system. This work involves a neural network with 4 independent variables. The aim is to train the network so that it will be able to predict with reasonable accuracy. In order to use the network for prediction, it must show the least possible root mean square error during validation
Authors and Affiliations
Keywords
Related Articles
- EP ID EP377235
- DOI -
- Views 71
- Downloads 0
Influence of Addition of Silicon on Mechanical Properties of Aluminium - Zinc Alloy
In this investigation, the experiment was conducted to analyze the mechanical properties such as Yield Strength, Ultimate Tensile Strength, Hardness on Al-Zn alloy of different composition Specimen 1 (89.4%Al4%Zn1%Mg0.6%...
Theoretical and Numerical Estimation of Sound Power from Out of Plane Modes of a Free Annular Circular Plate Having Parabolically Varying Thickness
In this study, the sound radiation characteristic of an annular circular plate with parabolically varying thickness with different taper ratios and different excitation locations are analysed.The mass of the plate is kep...
Microstructure and Mechanical Properties of Hot Pressed 16.5CR Ferritic ODS Steel Developed Through Mechanical Alloying
Two different ferritic oxide-dispersion-strengthened (ODS) steels compositions Fe–16.5Cr–0.89Mn-0.3Y2O3-2ZrO2 (Sample1) and Fe–16.5Cr–0.89Mn-0.3Y2O3-2ZrO2-2Al (Sample2) were prepared through Mechanical Alloying (MA) and...
Investigation on Performance and Emission Behaviour of a Single CylinderDiesel Engine Fueled with Mixture of Coconut Oil and Pongamiaoil Biodiesel Blends Along with Diesel
The major area of research in internal combustion engines is alternative fuels due to the financial crisis in middle east countries, depletion in crude oil resources, hike in fuel prices, and environmental degradation du...
The Design and Analysis of Piston - Steady State Thermal Analysis using “Ansys”
In this study thermal analysis on piston made of aluminium alloy are absorbed Internal combustion engines have been a relatively inexpensive and reliable source of power for applications ranging from domestic use to larg...