The Conference for Machine Learning Innovation

IIoT: Augmenting Business Intelligence at the Edge

This talk originates from the archive. To the CURRENT program
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Wednesday, June 20 2018
16:15 - 17:15

In the "Augmenting Business Intelligence at the Edge" sesson, I will talk about how AI and Machine Learning can unlock unprecedented business value from IIoT (Industrial Internet of Things) sensor data. The cycle of exploratory visual analytics, numerical encoding and embedded rules/models enables real-time surveillance and statistical process control. In combination with digital twins, this cycle supports the understanding and fine tuning on software representations of physical assets. Combining sensor data with visual analytics tools lets operators see patterns of equipment productivity, degradation and stoppages. The embedding of numerical models, encoding such patterns enables continuous surveillance, decision support and automated interventions when degradation is detected. Such technologies augment business intelligence at the edge, driving operational efficiency and ROI.

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