This invention relates to the field of
plasma spectral detection technology, specifically providing an
adaptive control method for the spectral detection of
liquid cathode glow discharge. The method includes: real-time acquisition of multimodal state data of the
discharge process, inputting this data into a pre-trained stability evaluation model, and outputting a stability
score that quantitatively characterizes the
discharge state. The
score is compared with preset first threshold, second threshold, and fault threshold: if the
score is ≥ the second threshold, a
stable state is determined and spectral acquisition and analysis are triggered; if the score is between the first and second thresholds, a critically
stable state is determined and monitoring continues; if the score is between the fault threshold and the first threshold, an unstable state is determined and at least two
discharge parameters are coordinated and adjusted until stability is restored; if the score is ≤ the fault threshold, a fault state is determined and a maintenance alarm is triggered. This invention significantly improves the detection stability and
automation level under complex operating conditions.