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Kyung-bin Kwon

2 papers indexed

arxiveess.SY2026-07-16

Stochastic Multi-Segment Scheduling of Variable-Speed Pumped Storage Hydropower for Energy and Ancillary Services Provision

Kyung-bin Kwon, SangWoo Park, Dam Kim

Variable-speed pumped storage hydropower (VS-PSH) offers long-duration energy storage alongside ancillary services in competitive electricity markets. However, its operation and scheduling are challenged by head-dependent nonlinearities, discrete mode transitions, and energy-cont…

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arxiveess.SY2026-07-08

Degradation-Aware Pumping Control of Variable-Speed Pumped Storage via Residual Reinforcement Learning

Kyung-bin Kwon, SangWoo Park, Dam Kim

Variable-speed pumped storage hydropower (VS-PSH) must honor short-block dispatch commitments while limiting the operational degradation that intensified regulation duty inflicts on its components. When a single controller pursues both aims at once, every tracking gain is paid fo…

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