87 Big Data Analytics and Statistics II

Tuesday, March 28, 2017: 10:15 AM - 11:45 AM
209 (Henry B. Gonzalez Convention Center)
Description:
The session welcomes contributors that highlight the application of statistics in Big Data Analytics in the process industries. The topics could potentially cover (but are not limited to) the planning of data collection, data pre-processing or management, data summarization to extract useful information, making inferences or predictions, etc. and should demonstrate how the methodology deals with the challenges in the big data setting (the 4Vs) with the goal of improve or optimize the process design or operations. The goal here is to highlight the importance of Statistics in Big Data Analytics applications.

Sponsor:
Topical A: 3rd Big Data Analytics

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

Co-Chair:
James Cross III
Email: james.cross@mathworks.com


10:15 AM
(87a) On Mapping the Operating Window of Processes
Fabio D'Ottaviano

10:45 AM
(87b) Utilizing Big Data for Development of Soft Sensor
Junghui Chen, Lester L. T. Chan and Qing-Yang Wu

11:15 AM
(87c) A Multi-Tier Approach for Steam Cracker Revenue Optimization
Abduljelil Iliyas, Akash Mittal and Deepak Pal
See more of this Group/Topical: Topical A: 3rd Big Data Analytics
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