The invention discloses a
wafer process link
pollution source identification method based on
FOUP inner interlayer AMC distribution, and relates to the technical field of
pollution source identification, the method comprises the following steps: analyzing
airflow disturbance and
pollutant diffusion characteristics, formulating an external
detector deployment strategy, and collecting
pollutant concentration and associated equipment operation parameters in real time; establishing a space-time matrix of
pollutant concentration, extracting gradient characteristics of pollutant concentration change by using
wavelet transform, and obtaining initial position data of a
pollution source in combination with operation parameters of associated equipment; constructing a space-time gridding input matrix, designing a double-
branch deep learning model, generating a pollution source positioning probability graph, and obtaining position data of a pollution source; the contribution weight of each associated device to pollutant
diffusion is evaluated, and a directional
treatment strategy is formulated and executed. According to the invention, the position of the pollution source can be accurately positioned, and the accuracy and response speed of pollution source identification are improved.