Big Data Analytics - Vendor Perspective III (Session Speakers Invited) Conference: AIChE Spring Meeting and Global Congress on Process SafetyYear: 2018Proceeding: 2018 Spring Meeting and 14th Global Congress on Process SafetyGroup: Industry 4.0 Topical Conference Type: Oral Room: Grand Ballroom 13/14 Location: Orlando World Center Marriott Time: Wednesday, April 25, 2018 - 3:30pm-5:00pm Chair(s):Braun, B., The Dow Chemical Company Co-chair(s):Khare, C., The Dow Chemical Company 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. Papers: 3:30 PM(210a) Big Data to Support Operators in Chemical PlantsZied OuertaniBob Drabbant 4:00 PM(210b) Finding a Needle in an Ocean of Data with Digital Twins: An Oil & Gas Perspective on AnalyticsShyam SivaramakrishnanNorm Stewart 4:30 PM(210c) Approaches to Multiblock Modeling and Dimension Reduction for Combining Disparate Data TypesHeather BrookeFrank Westad Topics: Computing and Systems Engineering Manufacturing Process Automation & Control Checkout Paper abstracts are public but to access Extended Abstracts, you must first purchase the conference proceedings. Checkout Do you already own this? Log In for instructions on accessing this content. Pricing Individuals AIChE Members $150.00 Employees of CCPS Member Companies $150.00 AIChE Graduate Student Members Free AIChE Undergraduate Student Members Free Non-Members $225.00