The invention discloses a
casting density
optimization system and method based on cooperative regulation and control of
molding sand moisture and clay blue absorption amount, and relates to the technical field of
casting control. According to the method, a self-cleaning wear-resistant
alloy probe is used for synchronously collecting a
molding sand high-frequency
eddy current signal and a multi-spectrum near-
infrared signal in the sand mixing process; inputting a pre-training
support vector machine regression
signal fusion model to obtain a real-time
moisture content and a clay blue absorption amount; a preset density target threshold value is combined, a density-
molding sand parameter association
database is inquired to determine a parameter target interval, a regulation and control instruction is generated after a deviation value is calculated, and a water adding device and a clay conveying device are controlled to adjust the use amount; the density of the
casting after regulation and control is detected, if the density does not reach the standard, model output weight iteration optimization is corrected until the density reaches the standard, the
system comprises a detection module, a
signal processing module, a regulation and control execution module, a density detection and correction module and a central control module, closed-
loop control is achieved, and the density stability of the casting is improved.