考虑控制信号的变工况故障诊断新方法:控制感知域对抗网络
在船用柴油机故障诊断研究中,近期发表于 Transactions of the Institute of Measurement and Control 的论文“Fault diagnosis of marine diesel engine via control-aware domain adversarial network: A control-diagnosis collaboration perspective”提出了一个结合控制与诊断协同视角的建模框架。该研究针对柴油机在复杂机动操纵工况下状态信号与控制响应混淆的物理特性,构建了一种控制感知域对抗网络(Control-Aware D...