Application of Surrogate Models as an Alternative to Process Simulation for Implementation of the Self-Optimizing Control Procedure on Large-Scale Process Plants—A Natural Gas-to-Liquids (GTL) Case Study
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DOI: 10.1021/acs.iecr.0c05715
Abstract: High computational loads, time-consuming convergence, and simulation crashes are common when using process simulators for flowsheet optimization. In this paper, by replacing the large-scale physica... read more here.
Keywords: application surrogate; alternative process; surrogate models; large scale ... See more keywords
Industrial application of surrogate models to optimize crude oil distillation units
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DOI: 10.3303/cet1869049
Abstract: This work presents a new approach to optimize existing crude oil distillation systems. The main features of this approach are its ability to provide key insights of the main factors affecting product yields and energy… read more here.
Keywords: application surrogate; oil distillation; crude oil; oil ... See more keywords