| 基于BP神经网络装甲车辆电气设备故障诊断的研究 |
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| 引用本文： | 谢永成,程延伟,李光升.基于BP神经网络装甲车辆电气设备故障诊断的研究[J].装甲兵工程学院学报,2006,20(4):71-73. |
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| 作者姓名： | 谢永成 程延伟 李光升 |
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| 作者单位： | 装甲兵工程学院控制工程系,北京,100072 |
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| 摘 要： | 研究了装甲车辆电气设备故障的智能诊断,设计了基于BP网络的故障智能诊断系统。采用C8051F040单片机完成数据的采集和预处理,上位机应用C+ +builder和MATLAB的混合编程完成故障利用BP网络的诊断过程。研究结果表明,提高了设备故障诊断的准确度,实现了装甲车辆电气系统故障诊断的自动化、智能化。
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| 关 键 词： | 神经网络 故障诊断 电气设备 |
| 文章编号： | 1672-1497(2006)04-0071-03 |
| 修稿时间： | 2006年4月11日 |
Research on the Fault Diagnosis System of Armored Vehicle Electrical Equipments Based on the Back Propagation Neural Network |
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| XIE Yong-cheng,CHENG Yan-wei,LI Guang-sheng.Research on the Fault Diagnosis System of Armored Vehicle Electrical Equipments Based on the Back Propagation Neural Network[J].Journal of Armored Force Engineering Institute,2006,20(4):71-73. |
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| Authors: | XIE Yong-cheng CHENG Yan-wei LI Guang-sheng |
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| Abstract: | Studies the fault intelligent diagnosis in armored vehicle electrical equipment,design the fault intel- ligent diagnosis system of the BP neural network.Using C8051F040 to complete the data gathering and the pretreatment.Industrial computer using C++ builder and the MATLAB mix programming to complete the BP network the diagnosis process.The research indicated:enhanced the equipment fault diagnosis accuracy,re- alized the armored vehicle electrical system fault diagnosis automation,intellectualization. |
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| Keywords: | neural network fault diagnosis electrical equipments |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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