Data alignment method, electronic device, and storage medium

Abstract

The application provides a data alignment method, an electronic device and a storage medium, and relates to the technical field of data processing. The data alignment method comprises the following steps: acquiring source domain time series data and target domain time series data, wherein the source domain time series data and the target domain time series data are time series production data generated by different batches of devices for the same production process; dividing the data into at least one stage data pair based on stage division information; for each stage data pair, determining an alignment strategy according to the data characteristics of the stage data pair, and performing alignment based on the alignment strategy to obtain a stage alignment result, wherein the data characteristics at least include continuous time series characteristics and discrete identification characteristics. The above method can improve the accuracy and robustness of data alignment.

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