The present application relates to a kind of based on
big data's alkali throwing cleaning
machine liquid life prediction method and
system, it is related to the field of alkali throwing cleaning
machine liquid life prediction, wherein based on
big data's alkali throwing cleaning
machine liquid life prediction method includes: the steps of building multidimensional
feature parameter acquisition
system, constructing liquid life prediction model, model training
verification and self-adapting correction, real-time prediction and failure early warning, generating liquid replacement or supplement suggestion, based on
big data's alkali throwing cleaning machine liquid life
system includes, acquisition module,
data processing module, prediction module, training module, early warning module, feedback module and data storage module: by collecting effective alkali concentration,
silicon ion concentration,
impurity ion concentration, pH, temperature,
viscosity, process condition and other multidimensional feature parameters, not only rely on single pH value or alkali concentration, comprehensively reflect the real attenuation state of liquid, improve prediction accuracy.