The invention relates to an intelligent monitoring technology, and discloses an intelligent monitoring method and
system for an automatic hardware product
assembly production line, and the method comprises the steps: collecting the operation parameters and vibration parameters of
production line equipment in real time, carrying out the
resonance signal recognition of the vibration parameters of the equipment, completing the
resonance denoising according to the
resonance signal, and obtaining the denoised vibration parameters; and performing stability analysis by combining the de-noising vibration parameter and the equipment operation parameter to obtain a
stability parameter, judging whether the
stability parameter exceeds a preset stability threshold, and if the
stability parameter is smaller than or equal to the stability threshold, triggering an equipment
instability alarm. Otherwise, continuously collecting product images in the
production line to generate a sequence, analyzing product consistency based on the sequence to obtain a
consistency index, judging whether the
consistency index exceeds a preset consistency threshold, if so, returning to continuously collect equipment parameters, and if not, triggering a
product defect alarm. The monitoring efficiency of the hardware product automatic
assembly production line can be improved.