Optimization of Surface Roughness for EN 1010 Low Alloy Steel on WEDM Using Response Surface Methodology

Munish Giri, M. Bohat, R. Chaudhary, A. Taneja
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Abstract

The term steel is used for many different alloys of iron. All steels cover small amounts of carbon and manganese. There do exist many types of steels which are(among others) plain carbon steel, stainless steel, alloysteel and tool steel. Carbon steel is the most extensively used kind of steel. The properties of carbon steel depend mainly on the amount of carbon it contains. Maximum carbon steel has a carbon content of less than 1%. Carbon steel is made into an extensive range of products, including structural beams, car bodies. In fact, there are 3 types of plain carbon steel namely low carbon steel, medium carbon steel, high carbon steel. It is good to exact that plain carbon steel is a type of steel having a maximum carbon content of 1.5% along with small percentages of silica, Sulphur, phosphorus and manganese. EN 1010 is a lowest amount of carbonalloy steel alloy with carbon content of 0.10%. Machineability of EN 1010 carbon steel is measured to be fairly good. EN 1010 is usually used for rivets and bolts, construction and automotive applications such as pans, nails and transmission cover. The objective of paper is to study the effect of process parameters namely pulse on time, pulse off time, peak current and servo voltage on surface roughness(SR).The effect of process parameters on productivity and accuracy facts is material dependent. To study parametric effect on Surface Roughness a Central Composite design approach of response surface methodology (RSM) is used to plan and study the experiments. The mathematical relationships between WEDM input process parameters and response parameter namely surface roughness is established to determine optimal values of surface roughness mathematically and graphically.The Analysis of variance (ANOVA) is performed to find statistically significant process parameters. Interaction effects of process parameters on surface roughness are analysed using statistical and graphical representations.
用响应面法优化en1010低合金钢电火花线切割表面粗糙度
“钢”一词用于许多不同的铁合金。所有的钢都含有少量的碳和锰。确实存在许多类型的钢,其中包括普通碳钢、不锈钢、合金钢和工具钢。碳钢是使用最广泛的一种钢。碳钢的性能主要取决于它所含的碳量。碳钢的最大含碳量小于1%。碳钢被广泛用于制造各种产品,包括结构梁、汽车车身。实际上,普通碳钢有3种,即低碳钢、中碳钢、高碳钢。确切地说,普通碳钢是一种含碳量最高为1.5%的钢,同时含有少量的硅、硫、磷和锰。EN 1010是含碳量最低的碳合金钢合金,含碳量为0.10%。经测量,en1010碳钢的可加工性相当好。EN 1010通常用于铆钉和螺栓,建筑和汽车应用,如平底锅,钉子和传动盖。本文的目的是研究工艺参数即脉冲开启时间、脉冲关闭时间、峰值电流和伺服电压对表面粗糙度(SR)的影响。工艺参数对生产率和精度的影响与材料有关。为了研究参数对表面粗糙度的影响,采用响应面法(RSM)的中心复合设计方法对实验进行规划和研究。建立了线切割加工输入工艺参数与响应参数即表面粗糙度之间的数学关系,以数学和图形方式确定表面粗糙度的最优值。进行方差分析(ANOVA)以找到统计上显著的工艺参数。采用统计和图形表示分析了工艺参数对表面粗糙度的相互作用效应。
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