Big Data Analytics – Vendor Perspective III (Invited Session)
AIChE Spring Meeting and Global Congress on Process Safety
2017 Spring Meeting and 13th Global Congress on Process Safety
3rd Big Data Analytics
Henry B. Gonzalez Convention Center
Wednesday, March 29, 2017 - 1:30pm to 3:00pm
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?
Log In for instructions on accessing this content.
|AIChE Graduate Student Members||Free|
|AIChE Undergraduate Student Members||Free|