Selection of WEDM parameters to measure the performance and productivity of die steel grade D3 using GRA and fuzzy logic system.
GREY SYSTEMS-THEORY AND APPLICATION(2019)
摘要
Purpose The purpose of this paper is to examine the performance parameters of WEDM to improve the productivity and material removal rate (MRR) with a high surface finish of high chromium-high carbon dies steel. Design/methodology/approach The experiments were performed on AGIE CUT 220 CNC WEDM. High chromium-high carbon dies steel (D3) was used in the form of a rectangular plate. The workpiece and the brass wire having diameter 0.25 mm had linked up with +ve and -ve polarity in the DC power source, respectively. De-ionized water having a conductivity level of 0.6 mu s/cm was used as the dielectric medium. The dielectric fluid was flushed from the top and bottom nozzles and material was submerged in the dielectric. Findings The WEDM process parameters for D3 die steel had optimized by using Grey relational analysis method couples with Taguchi method. The optimum solution has been calculated for MRR, cutting speed (Cs), machining time and surface roughness (SR) (Ra value). A fuzzy logic model using Matlab was developed for the prediction of performance parameters, namely MRR, cutting speed (Cs), machining time (M/c time) and SR with respect to changes in input parameters. Originality/value This manuscript represents valid work and the authors have no conflict of interests. The attained optimum outcomes had also been examined through a real experiment and established to be satisfactory.
更多查看译文
关键词
Cutting speed (Cs),Fuzzy logic,Grey relational method (GRA),High chromium-high carbon dies steel (D3),Material removal rate (MRR),Multi-objective optimization,Surface roughness (Ra value),Wire-electro discharge machining (WEDM)
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络