Deep reinforcement learning based model-free optimization for unit commitment against wind power uncertainty

Author:

Xu GuileiORCID,Lin Zhenjia,Wu QiuweiORCID,Chan Wai Kin VictorORCID,Zhang Xiao-Ping

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Energy Engineering and Power Technology

Reference37 articles.

1. Unit commitment-a bibliographical survey;Padhy;IEEE Trans Power Syst,2004

2. On the complexity of the unit commitment problem;Bendotti;Ann Oper Res,2019

3. A systematic review on power systems planning and operations management with grid integration of transportation electrification at scale;Zhang;Adv Appl Energy,2023

4. Power system planning with increasing variable renewable energy: A review of optimization models;Deng;J Clean Prod,2020

5. Robust unit commitment with wind power and pumped storage hydro;Jiang;IEEE Trans Power Syst,2011

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4. Chance Constrained Day Ahead Stochastic Unit Commitment with Multiple Uncertainties;Journal of Electrical Engineering & Technology;2024-08-02

5. Data Driven Solution to Market Equilibrium via Deep Reinforcement Learning;2024 IEEE 2nd International Conference on Power Science and Technology (ICPST);2024-05-09

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