Modeling and Parametric Investigation of WEDM for D-2 Tool Steel Using RSM and GA
Wire Electric Discharge machine is non-conventional thermo-electric spark erosion machining process to cut conductive metal and alloys. The main mechanism of machining is spark erosion between the tool and work-piece. High carbon high chromium tool steel (D-2) is a hard alloy with high hardness and...
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| Veröffentlicht in: | Applied Mechanics and Materials 2014-07, Vol.592-594 (Dynamics of Machines and Mechanisms, Industrial Research), p.511-515 |
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| container_issue | Dynamics of Machines and Mechanisms, Industrial Research |
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| container_title | Applied Mechanics and Materials |
| container_volume | 592-594 |
| creator | Singh, Ajit Sharma, Neeraj Gupta, Sorabh Sharma, Renu Ahuja, Neeraj |
| description | Wire Electric Discharge machine is non-conventional thermo-electric spark erosion machining process to cut conductive metal and alloys. The main mechanism of machining is spark erosion between the tool and work-piece. High carbon high chromium tool steel (D-2) is a hard alloy with high hardness and wear resisting property. The purpose of this study is to investigate the effect of process parameters on the machining of D-2 tool steel. D-2 tool steel used in tool and die industries. Response Surface Methodology (RSM) is used to formulate a mathematical model which correlates the independent process parameters with the desired dimensional deviation. The central composite rotatable design has been used to conduct the experiments. Genetic algorithm is used to predict the best individual parameters along with the predicted fitness values. |
| doi_str_mv | 10.4028/www.scientific.net/AMM.592-594.511 |
| format | Article |
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| ispartof | Applied Mechanics and Materials, 2014-07, Vol.592-594 (Dynamics of Machines and Mechanisms, Industrial Research), p.511-515 |
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| subjects | Alloys Carbon Chromium molybdenum vanadium steels Deviation Machining Mathematical analysis Mathematical models Process parameters Tool steels |
| title | Modeling and Parametric Investigation of WEDM for D-2 Tool Steel Using RSM and GA |
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