There is no data sharing between smart meter manufacturers and power companies, and the lack of comprehensive control over the quality control points in the whole life cycle of smart meters from design and manufacturing to operation and scrapping, which leads to more occasional failures in the operation of smart meters, higher operation and maintenance costs and public opinion pressure. This paper studies the quality data acquisition technology of smart meter production, designs the quality data acquisition architecture, constructs the quality data model, and designs the access method of quality data. Together with the metering production scheduling platform of the power company, the whole chain quality data collection of smart meters is realized, which lays a foundation for the quality control of smart meters and the development of typical application scenarios.