The invention belongs to the field of industrial 
big data, and particularly discloses an industrial 
data compression method and 
system, a storage medium and a terminal. The method comprises S100, acquiring equipment data required by a user, and converting the equipment data through a BWT 
algorithm to obtain integer digital throttling of the equipment data, S200, carrying out 
wavelet transformationon the integer digital throttling, designing a 
wavelet coefficient tree, constructing a 
wavelet coefficient table, and writing parameters in the modeling process of the wavelet coefficient table intoa 
model parameter table, S300, introducing the wavelet coefficient table and a position 
mask table into embedded zero-tree coding to generate a main scanning symbol table and an auxiliary scanning symbol table, S400, performing Huffman encoding on the one or more main scanning symbol tables generated in the step S300 in combination with the 
model parameter table, and outputting an encoded code 
stream, and S500, writing the code 
stream into a two-dimensional code of a 
numerical control system to complete compression of the equipment data. The industrial 
data compression method provided by theinvention has a high 
compression ratio on the premise of no data 
distortion.