Identifying Cause-and-Effect Relationships of Manufacturing Errors using Sequence-to-Sequence Learning. (arXiv:2205.02827v1 [cs.LG])

Web: http://arxiv.org/abs/2205.02827

In car-body production the pre-formed sheet metal parts of the body are
assembled on fully-automated production lines. The body passes through multiple
stations in succession, and is processed according to the order requirements.
The timely completion of orders depends on the individual station-based
operations concluding within their scheduled cycle times. If an error occurs in
one station, it can have a knock-on effect, resulting in delays on the
downstream stations. To the best of our knowledge, there exist no methods …

arxiv errors learning manufacturing relationships