| BP神经网络在线路保护中的应用 |
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| 引用本文： | 方华林. BP神经网络在线路保护中的应用[J]. 电脑编程技巧与维护, 2012, 0(22): 82-83 |
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| 作者姓名： | 方华林 |
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| 作者单位： | 北京市电力公司,北京,100031 |
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| 摘 要： | 电力系统是一个复杂庞大的非线性网络系统,把BP神经网络技术应用到输变电线路保护系统中,利用误差反向传播训练原理,通过梯度下降法对权值进行调整,提高了保护装置的准确性、可靠性及稳定性。
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| 关 键 词： | 继电保护 BP神经网络 线路保护 输变电线路 |
The Application of the BP Neural Network in Line Protection |
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| FANG Hua-lin. The Application of the BP Neural Network in Line Protection[J]. Computer Programming Skills & Maintenance, 2012, 0(22): 82-83 |
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| Authors: | FANG Hua-lin |
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| Affiliation: | FANG Hua-lin(Beijing Electric Power Company,Beijing 100031,China) |
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| Abstract: | The power system is a complex nonlinear network systems,The BP neural network technology is applied to the power transmission line Protection System,which uses the back propagation training principle and adjusts the weight value By gradient descent method,The accuracy,reliability and stability of the protection device has been greatly improved. |
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| Keywords: | relay protection BP Neural Network Line protection Transmission Line |
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