基于远程无线通信的直流电源故障诊断系统 |
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引用本文:蔡饶兴 1 ,汪 锐 2.基于远程无线通信的直流电源故障诊断系统[J].计算技术与自动化,2022,(3):42-47 |
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中文摘要:针对直流电源运行过程中存在诸多故障数据信息,设计了包括数据层、通信层和网络层的改进型蚁群神经网络的直流电源故障诊断系统,通过无线远程通信的方式实现数据通信,提高数据通信能力。并通过交流互感器实现直流电流源中的高精度电流采样,硬件系统主要包括输入设定模块、功放模块、输出变压器、采样互感器和整流模块等,以误差计算的方式提取,并将电源中的故障诊断数据提取进行监测。通过构建蚁群算法实现直流电源故障数据信息的最优诊断。通过试验,本研究方法故障检测误差低,搜索能力强。 |
中文关键词:数据通信 直流电源 故障诊断 交流互感器 蚁群算法 |
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Fault Diagnosis System of DC Power Supply Based on Remote Wireless Communication |
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Abstract:Aiming at the existence of many fault data information during the operation of DC power supply, an improved ant colony neural network fault diagnosis system for DC power supply is designed including data layer, communication layer and network layer. ability. And realize the high-precision current sampling in the DC current source through the AC transformer. The hardware system mainly includes the input setting module, the power amplifier module, the output transformer, the sampling transformer and the rectifier module, etc., which are extracted and processed by the error calculation method. The fault diagnosis data in the power supply is newly extracted and monitored. The optimal diagnosis of DC power failure data information is realized by constructing ant colony algorithm. Through experiments, this research method has low fault detection error and strong search ability. |
keywords:data communication DC power supply fault diagnosis AC transformer ant colony algorithm |
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