| 基于神经网络汽车空调的控制仿真与故障诊断 |
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| 引用本文： | 王志强,王新晴,闫佳昕,胡登高.基于神经网络汽车空调的控制仿真与故障诊断[J].湖北汽车工业学院学报,2004,18(2):8-12. |
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| 作者姓名： | 王志强 王新晴 闫佳昕 胡登高 |
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| 作者单位： | 解放军理工大学,工程兵工程学院,江苏,南京,210007;解放军理工大学,工程兵工程学院,江苏,南京,210007;解放军理工大学,工程兵工程学院,江苏,南京,210007;解放军理工大学,工程兵工程学院,江苏,南京,210007 |
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| 摘 要： | 基于人工神经网络的自学习功能和能够表达复杂关系的特点,针对桑塔纳2000空调、冷却系统的控制关系建立了相关神经网络仿真模型并进行了仿真和故障诊断的研究。事实证明,神经网络技术是复杂车辆控制系统的控制关系分析和故障诊断的一种便捷、有效的方法。
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| 关 键 词： | BP神经网络 故障诊断 系统仿真 控制系统 |
| 文章编号： | 1008-5483(2004)02-0008-05 |
Control Relationship Simulation and Fault Diagnosis Based on Neural Network |
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| Abstract: | Based on the features of the neural network able to present self-learned capability and ex - press complicated relationships ,aiming at the control relationship simulation of complex systems such as Santana2000 ' s air-conditioner and cooling systems,the simulation model of the neural network is established and interrelated simulated research and fault diagnosis are discussed . The fact shows that neural network technology is a convenient and efficient method for the control relationship analysis and fault diagnosis in control systems of the complex cars . |
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| Keywords: | BP network fault diagnosis system simulation control system |
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