Advances in Data Analysis, Information Management, and Intelligent Systems I

Conference

AIChE Annual Meeting

Year

2017

Proceeding

2017 Annual Meeting

Group

Computing and Systems Technology Division

Type

Oral

Room

103E

Location

Minneapolis Convention Center

Time

Tuesday, October 31, 2017 - 8:00am to 10:30am

Chair(s)

Co-chair(s)

Cecelja, F., University of Surrey

Advanced sensing communications technologies and are increasing the amount and variety of data available to monitor chemical processes. This session will cover analytics techniques to translate Big Data into actionable insights - such as: improve product quality, productivity and yield and save money. This session welcomes both methodological contributions as well as industrial practitioner case studies.

Presentations

8:00 AM

(255a) Comparison of Machine Learning Approaches for Process Model Development from Big Data

8:19 AM

(255b) Application of Machine Learning Algorithms for the Selection of Jet Fuel from Hydrocarbon Blends

8:38 AM

(255c) Building Deep Learning Based Predictive Model and Advisory Control System for a Blast Furnace Operation

8:38 AM

Break

8:57 AM

(255d) Determination of the Optimal Number of Eigenfunctions in Proper Orthogonal Decomposition Based on Machine Learning

9:16 AM

(255e) A Scalable Statistical Machine Learning Method: Application for Fault Detection and Fault Propagation Pattern Inference in the Tennessee Eastman Process

9:35 AM

(255f) Decision Support Platform for the Automation of Processing Recipes and Process Scheduling Management Supported By Knowledge Management

9:54 AM

(255g) Machine Learning Based Uncertainty Quantification of Erosion in Pipeline Transportation

10:13 AM

(255h) Generating Ontology-Based Process Models Automatically

Topics

Computing and Systems Engineering

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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