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In order to deeply mine and apply the quality data generated in all aspects of the product, combined with the integration requirements of quality data resources, a complex equipment quality data integration platform based on the middle platform concept was established. Firstly, the paper designs a system functional framework based on the overall construction goals of the platform. Secondly, quality data cleaning based on the LD-LCS text similarity algorithm is developed, and quality fault data is analyzed for knowledge mining. Finally, taking the whole life cycle quality management business of an aerospace enterprise as an example, combined with the concepts of China and Taiwan, the application verification of the complex equipment quality data integration platform was carried out. The results show that the platform realizes the integration with quality data as the core and improves the data quality.
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