Solution for Storage and Management of Production Line Inspection Data

When quality engineers conduct quality analysis or traceability, they need to search through massive amounts of data. Traditional methods can only search layer by layer according to the directory, with a single dimension and low efficiency.

The semiconductor field, especially related to automotive chips, requires data retention for at least 15 years. The cost of traditional NAS solutions is too high.

The detection data needs to be compared with the statistical data of MES and other systems, and manual statistics and comparison methods are primitive and inefficient.

Positioning analysis requires multiple dimensions, such as multiple machines on a production line, multiple production lines in the same factory, and even multiple factories within an enterprise. The current mode is manual search one by one, which is inefficient.

The amount of data involved in location analysis is enormous, and exporting existing pattern data takes too long, seriously affecting problem localization.

Global analysis involves cross factory data calling, and the existing methods mainly involve packaging, downloading, uploading, or copying media. Some also require process approval, which is very cumbersome and inefficient.

The testing machine involves multiple suppliers, with complex types and large quantities. It is mainly managed by walking and following up one by one, which makes the overall process cumbersome and inefficient.

The storage space of the machine server is limited, and it is necessary to frequently transfer the hard disk detection data to other media. Data loss may occur through methods such as FTP.

The management of inspection machines is mostly managed by one operator for multiple machines. If there are a large number of machines and problems or malfunctions occur, it is difficult to detect and follow up on them in a timely manner, which affects the normal operation of the production line business.