The application discloses a
polishing-
etching integrated processing technology for high-finish jade
crystal stone material, and the technology comprises the following steps: providing an
integrated processing device integrating chemical mechanical
polishing and chemical
etching functions, and deploying a multi-source sensor online
monitoring system; synchronously collecting multi-dimensional parameters such as
polishing pressure, torque, temperature, pH value,
fluoride ion concentration,
acoustic emission signal and online roughness; adopting a
random forest algorithm to screen key features, and establishing a
surface roughness real-time prediction model based on support vector regression or
artificial neural network; the application realizes real-time sensing, accurate prediction and self-adaptive regulation of jade
crystal stone polishing-
etching integrated processing, the
processing efficiency is improved by more than 50%, the
surface roughness is less than or equal to 0.01 mu m, the good product rate is greater than or equal to 94%, and the application is suitable for high-finish jade
crystal stone material
processing in the fields of high-end building decoration, electronic cover plate and precise optical device.