Search Results for author: Yuxuan Ren

Found 2 papers, 0 papers with code

QCQP-Net: Reliably Learning Feasible Alternating Current Optimal Power Flow Solutions Under Constraints

no code implementations11 Jan 2024 Sihan Zeng, Youngdae Kim, Yuxuan Ren, Kibaek Kim

At the heart of power system operations, alternating current optimal power flow (ACOPF) studies the generation of electric power in the most economical way under network-wide load requirement, and can be formulated as a highly structured non-convex quadratically constrained quadratic program (QCQP).

Bayesian Risk Markov Decision Processes

no code implementations4 Jun 2021 Yifan Lin, Yuxuan Ren, Enlu Zhou

We consider finite-horizon Markov Decision Processes where parameters, such as transition probabilities, are unknown and estimated from data.

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