| 基于人工神经网络旋风分离器优化因子预测研究 |
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| 引用本文： | 张建,金有海.基于人工神经网络旋风分离器优化因子预测研究[J].机械工程师,2007(5):26-27. |
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| 作者姓名： | 张建 金有海 |
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| 作者单位： | 中国石油大学(华东)机电工程学院,山东,东营,257061 |
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| 摘 要： | 定义了旋风分离器的优化因子(OF),通过人工神经网络算法(BP算法)研究旋风器几何结构参数和分离性能之间的复杂函数关系,从而提出旋风分离器优化因子的预测模型.结果表明,该模型的预测结果和实验结果较为吻合,提供了一种对于旋风分离器性能预测的新思路.
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| 关 键 词： | 旋风分离器 优化因子 人工神经网络 预测 BP函数 工神经网络 旋风分离器 优化因子 预测研究 Artificial Neural Network Based Cyclone Factor 性能预测 实验 预测结果 预测模型 函数关系 分离性能 结构参数 几何 旋风器 网络算法 人工神经 |
| 文章编号： | 1002-2333(2007)05-0026-02 |
| 修稿时间： | 2007-02-01 |
The Prediction Model of Optimized Factor of Cyclone Based on Artificial Neural Network |
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| ZHANG Jian,JIN You-hai.The Prediction Model of Optimized Factor of Cyclone Based on Artificial Neural Network[J].Mechanical Engineer,2007(5):26-27. |
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| Authors: | ZHANG Jian JIN You-hai |
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| Affiliation: | College of Mechanical Engineering, University of Petroleum China, Dongying 257061, China |
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| Abstract: | The paper presents a new model for the prediction of optimized factor of cyclone separator based on the defined Optimized Factor(OF) and the complicated relationship between geometry of cyclone and performance of cyclone. Artificial neural network(BP function) is used for prediction. The case study shows the model has the better result, and the prediction results are comparatively consistent with the experimental result. |
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| Keywords: | cyclone separator optimized factor(OF) artificial neural network prediction BP function |
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