Data Analysis and Big Data in Chemical Engineering

Conference

AIChE Annual Meeting

Year

2015

Proceeding

2015 AIChE Annual Meeting Proceedings

Group

Computing and Systems Technology Division

Type

Oral

Room

Salon F

Location

Salt Lake Marriott Downtown at City Creek

Time

Tuesday, November 10, 2015 - 12:30pm to 3:00pm

Chair(s)

Chiang, L. H., The Dow Chemical Company

Co-chair(s)

Hodge, B. M. S., National Renewable Energy Laboratory

Maurya, M. R., University of California San Diego

Preisig, H. A., Norwegian University of Science and Technology (NTNU)

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.

Presentations

12:30 PM

(345a) Planning of Industrial-Scale Integrated Petrochemical Plants Using a Big-Data Analysis and Global Optimization Framework

12:45 PM

(345b) Early Warning System Design: The Combination of Expert Knowledge and Historical Data

1:00 PM

(345c) Data-Driven Modeling of Sequential Batch-Continuous Process

1:15 PM

(345d) Best Practices on Creating Soft Sensor Models for Batch Processes Utilizing Multi-Way Partial Least Squares (MPLS)

1:30 PM

(345e) Applying Predictive Analytics to Detect and Diagnose Impending Problems in Electric Submersible Pumps Used for Lifting Oil from Wellbores

1:45 PM

(345f) Data Mining and Monitoring for Industrial Scale Chemical Processes

2:00 PM

(345g) Learning Models of Unspecified Functional Form through Symbolic Regression

2:15 PM

(345h) Use of Fenceline Monitoring for Root Cause Analysis and Corrective Action

2:30 PM

(345i) An Integrated Scheme for Oscillation Detection and Diagnosis from Industrial Data

2:45 PM

(345j) Process Data, Is More Better? a Case Study to Improve the Chemical Manufacturing Operation

Checkout

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Pricing

Individuals

AIChE Pro Members	$150.00
AIChE Graduate Student Members	Free
AIChE Undergraduate Student Members	Free
AIChE Explorer Members	$225.00
Non-Members	$225.00