摘要
以三相SPWM逆变系统为研究对象,建立了逆变器主电路开关器件的开路故障模式,提出了基于BP神经网络的故障诊断方法,确定了网络的结构和参数,设计了基于DSP电力电子逆变电路的在线神经网络故障诊断系统。通过试验验证了所提方法的正确性和可行性。
This paper establishes the fault types of the switch off of the switches in the three-phase Sine-PWM in-verter circuit,presents the diagnosis method based on neural networks,achieves the network structure and parameters,designs an on-line detection and fault diagnosis system based on DSP.The testing results proved the proposed method is correct and feasible.
出处
《电力电子技术》
CSCD
北大核心
2004年第2期37-39,共3页
Power Electronics