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农用运输车发动机传感器故障诊断
The Fault Diagnosis of Farm Transporter Engine Sensor
【摘要】 整理农用运输车发动机运行问题与各传感器故障之间的关系,得到传感器故障训练样本。采用LMBP算法,并用MATLAB人工智能工具箱和GUI功能,编制相应的网路训练和故障诊断可视化程序。通过诊断实验证明,该种方法可以有效地判断农用运输车发动机传感器的故障。
【Abstract】 We can get the fault training samples,through tidying the relationship between the sensor fault sensor faults and the farm transporter engine problems.Then we redacted the visualization program about the corresponding network training and fault diagnosis,which the LMBP was adopted,and the MATLAB artificial intelligence toolbox and GUI function were used too.Through experiments,the method of diagnosis can effectively judge all sorts of farm transporter sensor fault.
【关键词】 农用运输车;
传感器故障;
LMBP算法;
人工智能;
诊断;
【Key words】 farm transporter; sensor fault; LMBP algorithm; artificial intelligence; diagnosis;
【Key words】 farm transporter; sensor fault; LMBP algorithm; artificial intelligence; diagnosis;
【基金】 江西省教育厅科技项目(GJJ08448);江西省科技厅自然科学基金项目(2008GQC0002)
- 【文献出处】 农机化研究 ,Journal of Agricultural Mechanization Research , 编辑部邮箱 ,2011年06期
- 【分类号】S229.1
- 【下载频次】26