| 基于神经网络的监控数据智能处理方法 |
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| 引用本文： | 杨丽萍,胡雄,沈一飞.基于神经网络的监控数据智能处理方法[J].上海海事大学学报,1997(1). |
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| 作者姓名： | 杨丽萍 胡雄 沈一飞 |
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| 作者单位： | 上海海运学院计算机系，上海海运学院机械系 |
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| 摘 要： | 针对船用系泊缆绳安全智能报警系统中的表格试验数据，提出了应用神经网络技术的智能数据处理方法。该方法克服了传统数据处理方法一般难以找到合适的逼近函数、处理过程复杂的弱点，避免了传统数据处理方法上的不便性和局限性，实现了表格数据非线性输入输出的映射。通过样本学习而建立的网络可以提高数据的取用效率，具有很大的灵活性和适用性。这是一种很有应用价值的数据处理方法。
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| 关 键 词： | 神经网络，数据处理 信号监测 |
The Intelligent Data Processing Method With Application of Artificial Neural Network(ANN) |
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| Yang Liping,Hu Xiong,Shen Yifei.The Intelligent Data Processing Method With Application of Artificial Neural Network(ANN)[J].Journal of Shanghai Maritime University,1997(1). |
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| Authors: | Yang Liping Hu Xiong Shen Yifei |
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| Institution: | Yang Liping Hu Xiong Shen Yifei |
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| Abstract: | This paper proposes an intelligent processing method of tabulated data used in the safety system of mooring line with the application of artificial neural network(ANN).the proposed method overcomes the difficulty getting proper function approximation of tabulated data and complexity of data processing. Moreover,it avoids the inconvenience and limitations in conventional data processing method,and it achieves the nonlinear projection of tabulated data from input to output.The ANN established by sample learning could increase the efficiency of data usage.The method presented in this paper is of great application value to data processing. |
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| Keywords: | neural networks data processing signal monitoring |
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