Energy Storage Arbitrage in Real-Time Markets via Reinforcement Learning
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[1] R. Byrne. Estimating the Maximum Potential Revenue for Grid Connected Electricity Storage: Arbitrage and Regulation , 2012 .
[2] Warren B. Powell,et al. Optimal Hour-Ahead Bidding in the Real-Time Electricity Market with Battery Storage Using Approximate Dynamic Programming , 2014, INFORMS J. Comput..
[3] H. Vincent Poor,et al. Scheduling Power Consumption With Price Uncertainty , 2011, IEEE Transactions on Smart Grid.
[4] S. Borenstein. The Long-Run Efficiency of Real-Time Electricity Pricing , 2005 .
[5] R. Weron. A look into the future of electricity (spot) price forecasting , 2014 .
[6] Junjie Qin,et al. Online Modified Greedy algorithm for storage control under uncertainty , 2016, 2016 IEEE Power and Energy Society General Meeting (PESGM).
[7] Sandia Report,et al. Energy Storage for the Electricity Grid: Benefits and Market Potential Assessment Guide A Study for the DOE Energy Storage Systems Program , 2010 .
[8] Richard S. Sutton,et al. Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.
[9] J. Apt,et al. Economics of electric energy storage for energy arbitrage and regulation in New York , 2007 .
[10] Zhi Zhou,et al. Energy Storage Arbitrage Under Day-Ahead and Real-Time Price Uncertainty , 2018, IEEE Transactions on Power Systems.
[11] Peter Dayan,et al. Q-learning , 1992, Machine Learning.
[12] Kyle Bradbury,et al. Economic viability of energy storage systems based on price arbitrage potential in real-time U.S. electricity markets , 2014 .
[13] G. Baiocchi,et al. The value of arbitrage for energy storage: Evidence from European electricity markets , 2016 .
[14] R. Bellman,et al. Dynamic Programming and Markov Processes , 1960 .
[15] P. Denholm,et al. Estimating the value of electricity storage in PJM: Arbitrage and some welfare effects , 2009 .
[16] M. Sandiford,et al. Estimating the value of electricity storage in an energy-only wholesale market , 2015 .
[17] Chi-Keung Woo,et al. The impact of wind generation on the electricity spot-market price level and variance: The Texas experience , 2011 .