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Manufacturers already install all sorts of sensors to control the production process. Of course if you produce high end luxury cars there is probably not enough
by LudwigNagasena 5y ago
Manufacturers already install all sorts of sensors to control the production process. Of course if you produce high end luxury cars there is probably not enough data for a useful model, but if you operate e.g. a hot rolling mill it may be useful.
- jpfr 5y agoHot rolling is a good example. For the last 30 years neural networks have been used to control the process. There’s a nice NeurIPS paper from 1991 [1]. And even with the non-deep networks from back in the day, people felt compelled to include prior knowledge and even used Bayesian priors to deal with a lack of data. [1] http://papers.neurips.cc/paper/447-neural-control-for-rolling-mills-incorporating-domain-theories-to-overcome-data-deficiency.pdf http://papers.neurips.cc/paper/447-neural-control-for-rollin...