Multi-response optimisation of EDM parameters using data envelopment analysis

Jambeswar Sahu; Siba Sankar Mahapatra; Chinmaya P. Mohanty

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Multi-response optimisation of EDM parameters using data envelopment analysis

机译：使用数据包络分析对EDM参数进行多响应优化

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In this work, machinability studies of AISI D2 steel on a die-sinking electrical discharge machine (EDM) using brass tool has been reported. A response surface methodology (RSM) is adopted to establish effect of various process parameters on important responses. Data envelopment analysis (DEA) is adopted to obtain relative efficiency for each experimental run treating them as decision making units (DMUs). Considering the relative efficiency as an equivalent response, the effect of each processing parameter is analysed and the optimal setting is reported. With the best combination of parameter setting, a thermo-physical model is developed to validate the optimal setting.

机译：在这项工作中，已经报道了使用黄铜工具在沉模放电加工机（EDM）上对AISI D2钢的切削性研究。采用响应面方法（RSM）来建立各种过程参数对重要响应的影响。采用数据包络分析（DEA）来获得每个实验运行的相对效率，将它们视为决策单位（DMU）。将相对效率视为等效响应，分析每个处理参数的效果并报告最佳设置。通过参数设置的最佳组合，可以开发热物理模型来验证最佳设置。

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来源
《International journal of productivity and quality management》 |2015年第3期|309-334|共26页
作者
Jambeswar Sahu; Siba Sankar Mahapatra; Chinmaya P. Mohanty;
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作者单位

Department of Mechanical Engineering, National Institute of Technology, Rourkela 769008, India;

Department of Mechanical Engineering, National Institute of Technology, Rourkela 769008, India;

Department of Mechanical Engineering, National Institute of Technology, Rourkela 769008, India;

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正文语种 eng
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关键词
response surface methodology; RSM; data envelopment analysis; DEA; material removal rate; MRR; tool wear rate; TWR; decision making unit; DMU; relative efficiency; thermo-physical model;

机译：响应面方法RSM;数据包络分析;数据包络分析;材料去除率;MRR;工具磨损率;TWR;决策单位;DMU;相对效率热物理模型;

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Multi-response optimisation of EDM parameters using data envelopment analysis

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