The research about micromachining accuracy control based on fuzzy evaluation algorithm

doi:10.1002/cpe.4745

CIOMP OpenIR

	The research about micromachining accuracy control based on fuzzy evaluation algorithm
	J.Qiao; Q.H.Lu; W.B.Zhang; X.Y.Xue
	2019
发表期刊	Concurrency and Computation-Practice & Experience
ISSN	1532-0626
卷号	31 期号:10 页码:8
摘要	The calculation method of nonlinear artificial neural network based on fuzzy evaluation algorithm is introduced. This method is used to evaluate the precision of micro machined machining and to find the influence factors of the precision of micromachining. The traditional machining precision control mainly adopts the linear control strategy, but the micromachining involves the mechanical characteristics of the micro field, and many linear machine adding precision control methods cannot effectively control the precision of the micromachining. Using fuzzy evaluation method, large data cluster training method can be used to fit the control curve of micromachining accuracy. The nonlinear mapping of the fuzzy evaluation algorithm is realized by the large sample training method, and the objective and effective parameter evaluation and precision control of the machining precision in the micro machined field are realized. It is proved that the fuzzy evaluation algorithm can accurately evaluate the precision of micro machined machining. Learning through large data samples can effectively improve the topology practicability and rationality of the algorithm.
关键词	accuracy control,fuzzy algorithm,micromachining,machining accuracy,nonlinear cluster training,genetic algorithm,Computer Science
DOI	10.1002/cpe.4745
收录类别	SCI ; EI
语种	英语
引用统计
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/63112
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	J.Qiao,Q.H.Lu,W.B.Zhang,et al. The research about micromachining accuracy control based on fuzzy evaluation algorithm[J]. Concurrency and Computation-Practice & Experience,2019,31(10):8.
APA	J.Qiao,Q.H.Lu,W.B.Zhang,&X.Y.Xue.(2019).The research about micromachining accuracy control based on fuzzy evaluation algorithm.Concurrency and Computation-Practice & Experience,31(10),8.
MLA	J.Qiao,et al."The research about micromachining accuracy control based on fuzzy evaluation algorithm".Concurrency and Computation-Practice & Experience 31.10(2019):8.

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