The invention relates to the technical field of
data management and specification conversion, and provides an inter-
plant standard specification conversion and
application management system, a standardized configuration module is used for uniformly formulating data specifications of a
plant, the data specifications comprise a
unit system and a parameter naming rule, and a multi-
source data conversion module is used for converting collected and input heterogeneous data of all departments into a data storage module; the
data processing module automatically converts the data into effective data with the same standard and specification as the factory area and the factory building, the
data verification module monitors the
data quality in real time, repairs errors, establishes a
data quality rule base and generates a
data quality report with credibility scores, and the tracing module supports
backtracking of any version of data based on data operation traces; according to the method, heterogeneous parameter
semantic matching is realized by combining a Hungary
algorithm, abnormal data intelligent repair is realized by low-rank
matrix completion of a
data verification module and a graph Laplacian regular term repair technology, and multi-
plant data specification and unification, cross-department
data format compatibility and
continuous optimization of production data quality are realized.