A study on preparation mechanism and technology law of quartz nano-powder

被引:0
|
作者
Jin, Yuanqiang [1 ]
Luo, Rui [2 ]
机构
[1] Harbin Inst Technol, Sch Mech Engn, Harbin 150001, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Mech Engn, Shanghai 200030, Peoples R China
来源
ADVANCED MANUFACTURING TECHNOLOGY, PTS 1-4 | 2012年 / 472-475卷
关键词
Quartz nano-powder; Ball milling; Neural network; Genetic algorithms; LABORATORY BALL-MILL;
D O I
10.4028/www.scientific.net/AMR.472-475.2048
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, The authors briefly introduced preparation mechanism of quartz nano-powder by ball milling, Analyzed the process parameters on the effect of quartz nano-powder preparation. used orthogonal experiment to study the test method of quartz nano-powders prepared by ball milling, applicated artificial neural network technology to build a prediction model of powder parameters based on BP network and optimized the BP network weights and improved the prediction model of quartz particle size based on BP network by using the global search capability of genetic algorithm. This study showed that the model has higher accuracy and realize acceptable prediction of powder particle size. The technology provided the theoretical guidance for further study on its parameters selection and the preparation of quartz nano technology industrialization.
引用
收藏
页码:2048 / +
页数:2
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