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researcher

Manuel Sage

4 papers hereh-index 5225 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.SY2

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedEconomic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations

3 citations · 4 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024★ 10 cited

Enhancing Battery Storage Energy Arbitrage with Deep Reinforcement Learning and Time-Series Forecasting

Manuel Sage, Joshua Campbell, Yaoyao Fiona Zhao

Energy arbitrage is one of the most profitable sources of income for battery operators, generating revenues by buying and selling electricity at different prices. Forecasting these…

cs.LG2023★ 1 cited

Optimal Economic Gas Turbine Dispatch with Deep Reinforcement Learning

Manuel Sage, Martin Staniszewski, Yaoyao Fiona Zhao

Dispatching strategies for gas turbines (GTs) are changing in modern electricity grids. A growing incorporation of intermittent renewable energy requires GTs to operate more but sh…

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