Storage box quality evaluation method and system, storage medium, computer equipment and application

The invention belongs to the technical field of automatic control, and discloses a storage tank quality evaluation method and system, a storage medium, computer equipment and application, and the method comprises the steps of obtaining a storage tank production process data set: collecting all data collected by a storage tank in an assembly and detection process according to a production flow, andobtaining an original data set of the storage tank; judging the data type in the original data set of the storage tank, and dividing the data into a time series data part and a wide table data part according to different data types; carrying out data preprocessing and feature reconstruction on the whole production cycle data; feature weight extraction: inputting data, and performing feature importance analysis based on the tree model and empirical knowledge to obtain feature importance; outputting the importance value by using a softmax function to obtain a fusion feature weight; and evaluating the quality of the sto