| 基于GA-BP算法的水电机组故障诊断模型 |
| |
| 引用本文： | 赵永标,张其林,康长青.基于GA-BP算法的水电机组故障诊断模型[J].洛阳工业高等专科学校学报,2011,21(1). |
| |
| 作者姓名： | 赵永标 张其林 康长青 |
| |
| 作者单位： | 襄樊学院,数学与计算机科学学院,湖北,襄樊,441053 |
| |
| 摘 要： | 将GA-BP算法引入水电机组的故障诊断中,建立了基于GA-BP算法的水电机组故障诊断模型.通过Matlab的相关工具箱进行仿真,结果表明基于GA-BP算法的诊断模型的正确性高于基于BP算法的诊断模型.
|
| 关 键 词： | 故障诊断 神经网络 遗传算法 水电机组 |
Fault Diagnosis Model of Hydroelectric Units Based on GA-BP Algorithm |
| |
| ZHAO Yong-biao,ZHANG Qi-lin,KANG Chang-qing.Fault Diagnosis Model of Hydroelectric Units Based on GA-BP Algorithm[J].Journal of Luoyang Technology College,2011,21(1). |
| |
| Authors: | ZHAO Yong-biao ZHANG Qi-lin KANG Chang-qing |
| |
| Institution: | ZHAO Yong-biao,ZHANG Qi-lin,KANG Chang-qing (School of Mathematics and Computer Science,Xiangfan University,Xiangfan 441053,China) |
| |
| Abstract: | A fault diagnosis model of hydroelectric units based on GA-BP algorithm is established by applying genetic algorithm and BP algorithm simultaneously in the field of fault diagnosis.The simulation is implemented with corresponding Matlab toolboxes.Results show that the fault diagnosis model based on GA-BP algorithm is better than the one based on BP algorithm in terms of precise. |
| |
| Keywords: | fault diagnosis neural network genetic algorithm hydroelectric units |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
|
