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Autonomous Cooking with Digital Twin Methodology (2209.03087v1)
Published 7 Sep 2022 in cs.CE, cs.LG, math.DS, physics.bio-ph, and physics.flu-dyn
Abstract: This work introduces the concept of an autonomous cooking process based on Digital Twin method- ology. It proposes a hybrid approach of physics-based full order simulations followed by a data-driven system identification process with low errors. It makes faster-than-real-time simulations of Digital Twins feasible on a device level, without the need for cloud or high-performance computing. The concept is universally applicable to various physical processes.