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Policies for the Dynamic Traveling Maintainer Problem with Alerts. (arXiv:2105.15119v2 [math.OC] UPDATED)
May 23, 2022, 1:11 a.m. | Paulo da Costa, Peter Verleijsdonk, Simon Voorberg, Alp Akcay, Stella Kapodistria, Willem van Jaarsveld, Yingqian Zhang
cs.LG updates on arXiv.org arxiv.org
Downtime of industrial assets such as wind turbines and medical imaging
devices comes at a sharp cost. To avoid such downtime costs, companies seek to
initiate maintenance just before failure. Unfortunately, this is challenging
for the following two reasons: On the one hand, because asset failures are
notoriously difficult to predict, even in the presence of real-time monitoring
devices which signal early degradation. On the other hand, because the
available resources to serve a network of geographically dispersed assets are …
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