The application discloses a kind of mill sound analyzers,
receiver, for receiving the
audio signal frequency band in the process of
ball mill equipment operation;Filter module, amplification module, intelligent analysis module, output module;The
processing analysis module includes:
energy spectrum calculation module, carries out
spectrum analysis to
audio signal frequency band, extracts the energy of each
frequency band as feature, and constructs
feature vector in combination with historical state;
Model inference module, using the constructed
feature vector is handled to predict the current
ball mill capacity.The application receives the
audio signal of
ball mill equipment in real time, and carries out
processing and analysis to it, quickly responds the change of ball mill equipment operating state, realizes accurate prediction to ball mill capacity, optimizes the operating parameter of ball mill equipment by accurately predicting ball mill capacity, improves production efficiency and product quality, the application of intelligent analysis module and
model inference module makes the management of ball mill equipment more intelligent and automated, reduces the complexity and cost of manual intervention.