Graph-regularized data-driven control: Simultaneous optimization across multiple operating conditions

doi:10.1016/j.jprocont.2025.103486

2025-06-21

PRE

Sanga Takagi

Osamu Kaneko

DOI：10.1016/j.jprocont.2025.103486

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摘要

En 中文

• 提出基于图正则化的多工况数据驱动控制方法。 • 通过控制器评估自动提取数据集相似性。 • 将图结构作为正则化项用于灵活的控制器设计。 • 通过热轧机仿真验证该方法，提升了鲁棒性。

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Journal of Process Control

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3.9

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3.5K

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7.3K

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