Industrial Success Stories with Machine Learning and Deep Learning | AIChE

Industrial Success Stories with Machine Learning and Deep Learning

Type

Conference Presentation

Conference Type

AIChE Spring Meeting and Global Congress on Process Safety

Presentation Date

August 20, 2020

Duration

20 minutes

Skill Level

Intermediate

PDHs

0.40

Machine learning has rapidly gained in popularity, spurred by well-publicized advances like deep learning and widespread commercial interest in big data analytics. Swept up in the enthusiasm, companies and researchers are looking to deploy machine learning models in chemical plants so as to reconcile the hype with actual application and success.

In this presentation, MathWorks will showcase the successes of machine learning and deep learning in industrial settings with 6 user stories/case studies - all drawn from the process industries. With these examples drawn from customers' usage, MathWorks seeks to dispel the notion that machine learning is solely the subject of academic study but can indeed be applied to process plants with measurable business benefits.

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