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Recurrent-neural-network-based identification of a cascade hydraulic actuator for closed-loop automotive power transmission control
Seung-Han You and Jin-Oh Hahn
The Journal of Mechanical Science and Technology, vol. 26, no. 5, pp.1599-1606, 2012
Abstract : "In this study, single discharge thermo-electrical model of workpiece material removal in electrical discharge machining (EDM) was
developed. Developed model includes generation of energy in liquid media, variation of plasma channel radius and transfer of heat from
the channel by the electrical discharge. Effect of generated energy in plasma channel on workpiece removal was theoretically investigated
by using different experimental parameters used in literature. The developed model finds the temperature distribution in the workpiece
material using finite element solver ANSYS Workbench (v.11) software. It¡¯s assumed that the workpiece material reaches the melting
point of workpiece material was removed from the surface. Electrical discharge process was simulated by using transient thermal
analysis. The developed model has also been validated by comparing the theoretically obtained material removal values with the experimental
ones."
Keyword : Electric discharge machining (EDM); Finite element analysis; Material removal rate; Molten radius; Plasma channel radius; Thermal model |
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