189 Big Data Analytics – Vendor Perspective IV (Invited Session)

Wednesday, March 29, 2017: 3:30 PM - 5:00 PM
211 (Henry B. Gonzalez Convention Center)
Description:
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.

Sponsor:
Topical A: 3rd Big Data Analytics

Chair:
Ivan Castillo
Email: castillo2@dow.com

Co-Chair:
Chaitanya Khare
Email: CBKhare@dow.com


4:15 PM
(189b) Big Data Process Modelling with Parallel Graphics
Alan W. Mahoney and Robin W. Brooks
See more of this Group/Topical: Topical A: 3rd Big Data Analytics