| 神经网络在船舶主柴油机建模中的应用 |
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| 引用本文： | 肖健梅,王锡淮,鲍敏中.神经网络在船舶主柴油机建模中的应用[J].船舶工程,2001(6):46-48. |
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| 作者姓名： | 肖健梅 王锡淮 鲍敏中 |
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| 作者单位： | 上海海运学院 |
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| 基金项目： | 上海市重点学科建设项目;; |
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| 摘 要： | 该文研究用BP神经网络建立船舶主柴油机模型的方法，并对BP算法进行了改进，提出了一种动态优化学习率的方法，对6L80MC柴油机实际数据用BP网络进行计算的结果表明，该算法能有效地建立船舶主柴油机模型。该模型已成功用于船舶主机遥控仿真系统中。
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| 关 键 词： | 神经网络 柴油机 模型 船舶 建模 |
Application of Neural Network to Modelling of Marine Main Engine |
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| Xiao,Jianmei,Wang,Xihuai,and,others.Application of Neural Network to Modelling of Marine Main Engine[J].Ship Engineering,2001(6):46-48. |
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| Authors: | Xiao Jianmei Wang Xihuai and others |
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| Institution: | Xiao Jianmei Wang Xihuai and others |
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| Abstract: | This paper proposes a method to build up a model of a marine main engine based on BP neural network.A new method of selecting leaning rate is also stated using dynamic optimal algorithm. Simulation results show the neural network is an effective way to build up marine main engine model.The model has been used in the simulation system of marine main engine remote control system. |
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| Keywords: | Neural network Marine main eugine Model Ship |
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