Hybrid Modeling in the Era of Smart Manufacturing.

Shu Yang, Pranesh Navarathna,Sambit Ghosh,B. Wayne Bequette

Computers & Chemical Engineering（2020）

引用 38|浏览7

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摘要

•In honor of Thomas F. Edgar's many contributions to process systems engineering, including smart manufacturing.•Hybrid models combine the positive attributes of first-principles and data-driven models.•Hybrid models better enable the integration of modeling across the many spatial and time scales of the hierarchy of planning, scheduling and control.

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关键词

Smart manufacturing,Hybrid models,Data-driven models,First-principles models,High-performance computing,Digital twin,Cyber-physical systems

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