| 基于人工神经网络理论的船舶动力装置安全综合评价模型 |
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| 引用本文： | 杨鵾鹏,王鹏,潘新祥. 基于人工神经网络理论的船舶动力装置安全综合评价模型[J]. 中国安全生产科学技术, 2006, 2(6): 90-93 |
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| 作者姓名： | 杨鵾鹏 王鹏 潘新祥 |
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| 作者单位： | 大连海事大学,大连,116026 |
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| 摘 要： | 为提高船舶动力装置安全综合评价水平，依据人工神经网络的基本原理，分析了BP神经网络模型的基本原理和优化策略，将其应用于船舶动力装置的安全评价之中。提出了基于神经网络理论的船舶动力装置综合安全评价模型及实现方法，并以实例论证了此方法的可行性。
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| 关 键 词： | 神经元网络 船舶动力装置 安全评价模型 学习样本 |
| 文章编号： | 1673-193X（2006）-06-0090-04 |
| 收稿时间： | 2006-07-21 |
| 修稿时间： | 2006-07-21 |
ormal safety assessment model of marine power plant based on artificial neurual network |
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| YANG Kun-peng,WANG Peng,PAN Xin-xiang. ormal safety assessment model of marine power plant based on artificial neurual network[J]. Journal of Safety Science and Technology, 2006, 2(6): 90-93 |
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| Authors: | YANG Kun-peng WANG Peng PAN Xin-xiang |
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| Affiliation: | Dalian Maritime University, Dalian 116026, China |
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| Abstract: | In order to improve the level of safety assessment for Marine Power Plant , the theory of ANN has been intrpduced in this article. At the same time BP neural network has been analyzed and optimized methods have been supposed. Based on that, BP neural network was applied in the safety assessment of Marine Power Plant. The integrated safety assessment model of Marine Power Plant and its merits based on BP neural network have been put forward. The assessment example proves that the way is workable and right. |
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| Keywords: | Neurual network marine power plant safety assessment model learning sample |
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