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Preparation of Quartz Nano-Powder Based on GA- BP Neural Network

机译:基于GA-BP神经网络的石英纳米粉的制备

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In this paper, The authors briefly 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.
机译:本文简要介绍了石英纳米粉制备效果的过程参数,使用正交实验研究了通过球磨,应用人工神经网络技术制备的石英纳米粉末的试验方法来构建预测模型基于BP网络的粉末参数,并利用遗传算法的全球搜索能力,通过基于BP网络改进了BP网络权重的预测模型。该研究表明,该模型具有更高的精度,实现了可接受的粉末粒径预测。

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