Deep Reinforcement Learning for Cascaded Hydropower Reservoirs Considering Inflow Forecasts
Author:
Publisher
Springer Science and Business Media LLC
Subject
Water Science and Technology,Civil and Structural Engineering
Link
https://link.springer.com/content/pdf/10.1007/s11269-020-02600-w.pdf
Reference26 articles.
1. Archibald TW, Marshall SE (2018) Review of mathematical programming applications in water resource management under uncertainty. Environ Model Assess 23(6):753–777
2. Celeste AB, Billib M (2009) Evaluation of stochastic reservoir operation optimization models. Adv Water Resour 32(9):1429–1443
3. Chen P, He Z, Chen C, Xu J (2018) Control strategy of speed servo systems based on deep reinforcement learning. Algorithms. 11(5):65
4. Doltsinis S, Ferreira P, Lohse N (2014) An MDP model-based reinforcement learning approach for production station ramp-up optimization: Q-learning analysis. IEEE Trans Syst Man Cybern Syst 44(9):1125–1138
5. Dressler OJ, Howes PD, Choo J, deMello AJ (2018) Reinforcement learning for dynamic microfluidic control. ACS Omega 3(8):10084–10091
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