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So a deep learning approach that uses equipment sounds to anticipate failures on your factory floor might make sense.
This approach integrates advanced diagnostics and simulations with machine learning tools, in order to improve situational awareness, e.g. reducing uncertainties on the actual operating conditions, to detect and diagnose faults, as well as to anticipate failures in nuclear power plants.
We emphasize that we do not recommend delaying or abandoning clinical trials; rather, we suggest that one anticipate failures and design experiments and data collection such that we learn from these failures to ensure future success in as rapid a time frame as possible.
Of course, it is impossible to anticipate failures caused by people themselves.
They consist of a recurrent approach in SoS Engineering to anticipate failures early in SoS life cycle.
Similar(55)
He doesn't like to anticipate failure.
We should not anticipate failure.
"You have to anticipate failure with every film you do," he said.
"It's not that you anticipate failure," Mr. Friedensohn said, "but because things change so quickly on the Web, you want to build flexibility into the business".
Attention was paid to the effort to anticipate failure and avoid mistakes as well as experimenting to challenge one's skills.
Efficacy testing of these drugs in xenograft models, however, does not always reflect the heterogeneity of human breast cancer - and the concept of early phase zero trials as proof of concept may be an effective way to anticipate failure and to reject ineffective drugs before larger scale clinical development is triggered.
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