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- Title
Process data analytics in the era of big data.
- Authors
Qin, S. Joe
- Abstract
The article presents information on big data, and use of data in process operations and control in chemical process systems. It focuses on the mining of time-series data for event discovery, decision making, and causality analysis. It also focuses on new machine-learning techniques, and how big data can help in distributed control systems and high-level systems engineering tasks like planning and scheduling.
- Subjects
BIG data; DATA mining; DATA analysis; SYSTEMS engineering; MACHINE learning
- Publication
AIChE Journal, 2014, Vol 60, Issue 9, p3092
- ISSN
0001-1541
- Publication type
Editorial
- DOI
10.1002/aic.14523