(59k) Real-Time Multivariate Data Analysis for Real People
AIChE Spring Meeting and Global Congress on Process Safety
2020
2020 Virtual Spring Meeting and 16th GCPS
Industry 4.0 Topical Conference
Poster Session: Industry 4.0 and Big Data Analytics
Wednesday, August 19, 2020 - 3:00pm to 4:00pm
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User acceptance of analytics tools is key to the Digital journey. Traditional univariate statistical data analyses (control charts, etc.) are relatively well accepted because non-analytics-experts can digest the results and take action. Advanced machine learning methods have the potential to alert earlier and/or on more subtle trends. However, the challenge is to provide enough information about the machine learning result for a user not trained in analytics to take action. This poster covers the deployment of Northwest Analytics' multivariate monitoring capability and an example case study. The interplay between multivariate and univariate results on one deployment demonstrates that the two approaches are quite complementary.
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Pricing
Individuals
2020 Virtual Spring Meeting and 16th GCPS
AIChE Pro Members | $150.00 |
Employees of CCPS Member Companies | $150.00 |
AIChE Graduate Student Members | Free |
AIChE Undergraduate Student Members | Free |
AIChE Explorer Members | $225.00 |
Non-Members | $225.00 |
Industry 4.0 Topical Conference only
AIChE Pro Members | $100.00 |
AIChE Graduate Student Members | Free |
AIChE Undergraduate Student Members | Free |
Computing and Systems Technology Division Members | Free |
AIChE Explorer Members | $150.00 |
Non-Members | $150.00 |