345 Data Analysis and Big Data in Chemical Engineering

Tuesday, November 10, 2015: 12:30 PM - 3:00 PM
Salon F (Salt Lake Marriott Downtown at City Creek)

Description:
Advanced sensing technologies and increased communications are increasing the amount and variety of data available to monitor chemical processes. This session will include both methodological contributions as well as industrial practitioner case studies.

Sponsor:
Information Management and Intelligent Systems
Chair:
Leo H. Chiang Email: HChiang@dow.com
Co-chairs:
Bri-Mathias S. Hodge Email: bri-mathias.hodge@nrel.gov
Mano R. Maurya Email: mano@sdsc.edu
Heinz A. Preisig Email: Heinz.Preisig@chemeng.ntnu.no
- indicates paper has an Extended Abstract file available on CD.



12:30 PM
(345a) Planning of Industrial-Scale Integrated Petrochemical Plants Using a Big-Data Analysis and Global Optimization Framework
Fani Boukouvala, Jie Li, Xin Xiao and Christodoulos A. Floudas


12:45 PM
(345b) Early Warning System Design: The Combination of Expert Knowledge and Historical Data
Hangzhou Wang, Faisal Khan and Salim Ahmed

File available
1:00 PM
(345c) Data-Driven Modeling of Sequential Batch-Continuous Process
Jungup Park, Michael Baldea and Thomas F. Edgar


1:15 PM
(345d) Best Practices on Creating Soft Sensor Models for Batch Processes Utilizing Multi-Way Partial Least Squares (MPLS)
Ivan Castillo, Leo H. Chiang and Bo Lu


1:30 PM
(345e) Applying Predictive Analytics to Detect and Diagnose Impending Problems in Electric Submersible Pumps Used for Lifting Oil from Wellbores
Supriya Gupta, Michael Nikolaou, Luigi Saputelli and Shyam Panjwani

File available
1:45 PM
(345f) Data Mining and Monitoring for Industrial Scale Chemical Processes
Michael C. Thomas and Jose A. Romagnoli


2:00 PM
(345g) Learning Models of Unspecified Functional Form through Symbolic Regression
Alison Cozad, Zachary Wilson and Nick Sahinidis


2:15 PM
(345h) Use of Fenceline Monitoring for Root Cause Analysis and Corrective Action
Steven Ramsey, Brian Adair and Ram Hashmonay

File available
2:30 PM
(345i) An Integrated Scheme for Oscillation Detection and Diagnosis from Industrial Data
Shu Xu, Willy Wojsznis, Mark Nixon, Michael Baldea and Thomas F. Edgar


2:45 PM
(345j) Process Data, Is More Better? a Case Study to Improve the Chemical Manufacturing Operation
Swee-Teng Chin, Ivan Castillo, Anna McClung, Matthew Mengel, Erin Johnson and Leo H. Chiang
See more of this Group/Topical: Computing and Systems Technology Division
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