
Speaker "Sanket Amberkar" Details Back

-
Name
Sanket Amberkar
-
Company
Falkonry
-
Designation
SVP
Topic
How Machine Learning is Addressing Industrial IoT
Abstract
The adoption of manufacturing analytics is expected to grow from 15% to nearly 55% by 2020. Data generated by manufacturing or process operations is very rich in information that can provide actionable insights to reduce downtime and improve the throughput and quality of the products produced. As companies start to digitize their industrial operations as part of their IIoT initiatives, they are learning that they are rich in operational data but poor in the ability to analyze such massive amounts of it. Machine learning has emerged as a leading approach to maximize the value of this operational data. Machine learning enhances this by not just recognizing defined patterns, but by its ability to learn and discover new ones and correlate them to operational events. This session will discuss how machine learning is being applied to address these and use cases from various industrial examples.