Local integrated energy system operational optimization considering multi‐type uncertainties: A reinforcement learning approach based on improved TD3 algorithm

Local integrated energy system operational optimization considering multi‐type uncertainties: A reinforcement learning approach based on improved TD3 algorithm

Abstract Local integrated energy system (IES), usually a multi‐building heating and cooling system incorporating cogeneration systems and distributed energy resources (DERs), is becoming an efficient energy infrastructure for energy system decarbonization. However, for small and medium‐scale local I...

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Bibliographic Details
Main Authors: Yue Qiu, Suyang Zhou, Dong Xia, Wei Gu, Kaiyu Sun, Gaoyan Han, Kang Zhang, Hongkun Lv
Format: Article
Language:English
Published: Wiley 2023-07-01
Series:IET Renewable Power Generation
Subjects:
flexible resource
local integrated energy system (IES)
optimal dispatch
reinforcement learning (RL)
twin delayed deep deterministic policy gradient (TD3)
uncertainty
Online Access:https://doi.org/10.1049/rpg2.12725

Internet

https://doi.org/10.1049/rpg2.12725

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