The invention discloses a
molten steel element content on-line detection
system based on a
laser-induced breakdown
spectroscopy technology, and relates to the technical field of
molten steel element content on-line detection, the
molten steel element content on-line detection
system comprises an excitation
system, an acquisition system, a data preprocessing module and a component detection module; the excitation system is used for emitting
laser to the molten steel surface to generate
plasma; the acquisition system is used for collecting
signal light radiated by the
plasma; the data preprocessing module is used for carrying out baseline correction and
noise reduction
processing on the collected original spectral signals; and the component detection module comprises an element content prediction model based on a gating specific expert
attention network LSEA-Net and is used for carrying out quantitative analysis on the preprocessed
spectral data to obtain the element content of the molten steel. The technology has the advantages that
sample preparation is not needed, online rapid analysis and multi-element
synchronous detection are achieved, and the technology is suitable for the high-temperature environment and the like, and the requirement of a
steelmaking site for real-time component detection is met very well.