127 Big Data Analytics Vendor Perspective (invited session) I

Tuesday, April 28, 2015: 1:30 PM
12B (Austin 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:
Big Data
Co-Sponsor(s):
Computing Systems and Technology Division (10)

Chair:
Ivan Castillo
Email: castillo2@dow.com

Co-Chair:
Swee-Teng Chin
Email: SChin@dow.com

- indicates paper has an Extended Abstract file available on CD.

File available
2:00 PM
See more of this Group/Topical: Big Data Analytics