Big Data Analytics - Vendor Perspective II (Session Speakers Invited)
AIChE Spring Meeting and Global Congress on Process Safety
2021
2021 AIChE Virtual Spring Meeting and 17th Global Congress on Process Safety
Industry 4.0 Topical Conference
Oral
Industry 4.0 & Big Data
vFairs Virtual Platform
Friday, April 23, 2021 - 11:00am to 12:00pm
Chair(s)
Co-chair(s)
This invited session will focus on available commercial big data analytics tools/software for modeling and optimization of processes that can be applied in the chemical, petrochemical, pharmaceutical, food and semiconductor industries. Participants will highlight how these tools are relevant for extracting key information (from high-dimensional data sets) for continuous and batch type processes, where advanced analytical tools based on statistical approaches, data mining, optimization theory are utilized to identify the following tasks from data: (1) regression and forecasting; (2) process optimization (i.e. cycle time reduction, process understanding and troubleshooting); (3) fault and outlier detection; (4) clustering and classification analysis; and (5) visualization.
Presentations
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Pricing
Individuals
AIChE Pro Members | $150.00 |
AIChE Emeritus Members | $105.00 |
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 |