Big Data Analytics - Vendor Perspective II (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: Tuesday, April 24, 2018 - 10:15am-11:45am 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: 10:15 AM(84a) Early-Stage Digital Transformation, a Case StudyTim Diller 10:45 AM(84b) Integrated Technical Computing for Process EngineeringJames Cross 11:15 AM(84c) Tony Starck Needs Jarvis to Run Iron Man. What's the Future in AI for Continuous Process Industries?Laurent Laporte 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