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Won-Tae Kim

3 papers indexed

crossrefApplied Sciences2025-07-24Cited by 3

A Deep Reinforcement Learning-Based Concurrency Control of Federated Digital Twin for Software-Defined Manufacturing Systems

Rubab Anwar, Jin-Woo Kwon, Won-Tae Kim

Modern manufacturing demands real-time, scalable coordination that legacy manufacturing management systems cannot provide. Digital transformation encompasses the entire manufacturing infrastructure, which can be represented by digital twins for facilitating efficient monitoring,…

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crossrefElectronics2024-11-13Cited by 9

Literacy Deep Reinforcement Learning-Based Federated Digital Twin Scheduling for the Software-Defined Factory

Jangsu Ahn, Seongjin Yun, Jin-Woo Kwon, Won-Tae Kim

As user requirements become increasingly complex, the demand for product personalization is growing, but traditional hardware-centric production relies on fixed procedures that lack the flexibility to support diverse requirements. Although bespoke manufacturing has been introduce…

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