Optimization and Simulation of Machining Parameters in Radial-axial Ring Rolling Process
نویسندگان
چکیده
منابع مشابه
Optimization and Simulation of Machining Parameters in Radial-axial Ring Rolling Process
Ring rolling is a complicated process, in which rolling parameters influence directly the quality of ring. It is a process method with high productivity and few waste of material, widely used in transportation industry including automotive, shipbuilding, aerospace etc. During the rolling process of large-sized parts, crinkle and hollows often appear on surface, due to inconsistence of rolling m...
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Developing artificial neural network (ANN), a model to make a correct prediction of required force and torque in ring rolling process is developed for the first time. Moreover, an optimal state of process for specific range of input parameters is obtained using Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) methods. Radii of main roll and mandrel, rotational speed of main roll, pr...
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ژورنال
عنوان ژورنال: International Journal of Computational Intelligence Systems
سال: 2011
ISSN: 1875-6891,1875-6883
DOI: 10.1080/18756891.2011.9727791