Reinforcement-Learning-Based Optimal Control of Hybrid Energy Storage Systems in Hybrid AC–DC Microgrids

2019 ◽  
Vol 15 (9) ◽  
pp. 5355-5364 ◽  
Author(s):  
Jiajun Duan ◽  
Zhehan Yi ◽  
Di Shi ◽  
Chang Lin ◽  
Xiao Lu ◽  
...  
Keyword(s):  
Optimal Control ◽  
Reinforcement Learning ◽  
Energy Storage ◽  
Storage Systems ◽  
Energy Storage Systems ◽  
Dc Microgrids ◽  
Hybrid Energy ◽  
Hybrid Energy Storage

scholarly journals Reinforcement learning based adaptive power pinch analysis for energy management of stand-alone hybrid energy storage systems considering uncertainty

Energy ◽  
2020 ◽  
Vol 193 ◽  
pp. 116622 ◽  
Author(s):  
Bassey Etim Nyong-Bassey ◽  
Damian Giaouris ◽  
Charalampos Patsios ◽  
Simira Papadopoulou ◽  
Athanasios I. Papadopoulos ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Energy Storage ◽  
Energy Management ◽  
Storage Systems ◽  
Pinch Analysis ◽  
Energy Storage Systems ◽  
Hybrid Energy ◽  
Hybrid Energy Storage ◽  
Adaptive Power ◽  
Power Pinch Analysis

Deadbeat Control for Hybrid Energy Storage Systems in DC Microgrids

2019 ◽  
Vol 10 (4) ◽  
pp. 1867-1877 ◽  
Author(s):  
Benfei Wang ◽  
Ujjal Manandhar ◽  
Xinan Zhang ◽  
Hoay Beng Gooi ◽  
Abhisek Ukil
Keyword(s):  
Energy Storage ◽  
Storage Systems ◽  
Deadbeat Control ◽  
Energy Storage Systems ◽  
Dc Microgrids ◽  
Hybrid Energy ◽  
Hybrid Energy Storage
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