| 神经网络在过程建模中的应用 |
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| 引用本文： | 于飞,刘喜梅,邬齐斌. 神经网络在过程建模中的应用[J]. 青岛科技大学学报(自然科学版), 1996, 0(4) |
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| 作者姓名： | 于飞 刘喜梅 邬齐斌 |
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| 摘 要： | 阐述了神经网络用于过程建模目前存在的问题，提出了改进的方法，并将此应用到了大型炼油厂脱蜡过程的建模中。通过比较改进前后的ＢＰ算法仿真结果可以看出，改进后的算法在网络的训练收敛速度上有了较大提高。
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| 关 键 词： | 过程建模；快速BP算法；建模 |
Application of Neural Network to Process Modelling |
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| Yu Fei, Liu Ximei, Wu Qibin. Application of Neural Network to Process Modelling[J]. Journal of Qingdao University of Science and Technology:Natutral Science Edition, 1996, 0(4) |
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| Authors: | Yu Fei Liu Ximei Wu Qibin |
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| Affiliation: | Department of Automation |
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| Abstract: | The problem is presented in BP algorithm of the neural network for the processmodelling. A fast BP learning algorithm and BFGS (Broyden, Fletcher, Goldstein and Shanno)algorithm are discussed. Simulation demonstrates that the results are satisfactory in the dewaxingProcess whon this method is used. |
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| Keywords: | neural network fast BP learning algorithm modelling |
| 本文献已被 CNKI 等数据库收录！ |
