We are aware of an issue with certificate availability and are working diligently with the vendor to resolve. The vendor has indicated that, while users are unable to directly access their certificates, results are still being stored. Certificates will be available once the issue is resolved. Thank you for your patience.

Big Data Analytics - Vendor Perspective I (Session Speakers Invited)

Braun, B., The Dow Chemical Company
Khare, C., The Dow Chemical Company

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.



Paper abstracts are public but to access Extended Abstracts, you must first purchase the conference proceedings.


Do you already own this?



AIChE Members $150.00
Employees of CCPS Member Companies $150.00
AIChE Graduate Student Members Free
AIChE Undergraduate Student Members Free
Non-Members $225.00