48 citations · 52 across the 5 of their papers we have counts for
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cs.LG2023★ 1 cited
Multi-market Energy Optimization with Renewables via Reinforcement Learning
Lucien Werner, Peeyush Kumar
This paper introduces a deep reinforcement learning (RL) framework for optimizing the operations of power plants pairing renewable energy with storage. The objective is to maximize…
eess.SY2023
Tractable Identification of Electric Distribution Networks
Ognjen Stanojev, Lucien Werner, Steven Low +1
The identification of distribution network topology and parameters is a critical problem that lays the foundation for improving network efficiency, enhancing reliability, and incre…