Cooperative optimal scheduling strategy of source and storage in microgrid based on soft actor-critic

被引：0
|
作者：
Liu, Linpeng [1 ]
Zhu, Jianquan [1 ]
Chen, Jiajun [1 ]
Ye, Hanfang [1 ]
机构：
[1] School of Electric Power, South China University of Technology, Guangzhou,510640, China
来源：
Dianli Zidonghua Shebei/Electric Power Automation Equipment | 2022年 / 42卷 / 01期
关键词：
Optimization;
D O I：
10.16081/j.epae.202110036
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：79 / 85
相关论文
共 50 条
  • [1] Optimal scheduling strategy of electricity and thermal energy storage based on soft actor-critic reinforcement learning approach
    Zheng, Yingying
    Wang, Hui
    Wang, Jinglong
    Wang, Zichong
    Zhao, Yongning
    [J]. JOURNAL OF ENERGY STORAGE, 2024, 92
  • [2] Soft Actor-Critic Based Voltage Support for Microgrid Using Energy Storage Systems
    Bhujel, Niranjan
    Rai, Astha
    Tamrakar, Ujjwol
    Zhu, Yifeng
    Hansen, Timothy M.
    Hummels, Donald
    Tonkoski, Reinaldo
    [J]. 2023 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES LATIN AMERICA, ISGT-LA, 2023, : 125 - 129
  • [3] Optimal scheduling of virtual power plant based on Soft Actor-Critic algorithm
    Pan, Pengfei
    Song, Minggang
    Zou, Nan
    Qin, Junhan
    Li, Guangdi
    Ma, Hongyuan
    [J]. 2024 6TH ASIA ENERGY AND ELECTRICAL ENGINEERING SYMPOSIUM, AEEES 2024, 2024, : 835 - 840
  • [4] An improved Soft Actor-Critic strategy for optimal energy management
    Boato, Bruno
    Sueldo, Carolina Saavedra
    Avila, Luis
    de Paula, Mariano
    [J]. IEEE LATIN AMERICA TRANSACTIONS, 2023, 21 (09) : 958 - 965
  • [5] Bayesian Strategy Networks Based Soft Actor-Critic Learning
    Yang, Qin
    Parasuraman, Ramviyas
    [J]. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 15 (03)
  • [6] Latent Context Based Soft Actor-Critic
    Pu, Yuan
    Wang, Shaochen
    Yao, Xin
    Li, Bin
    [J]. 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,
  • [7] Model-Based Soft Actor-Critic
    Chien, Jen-Tzung
    Yang, Shu-Hsiang
    [J]. 2021 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2021, : 2028 - 2035
  • [8] A Fast Decentralized Scheduling Method of Cooperative Localization Based on Actor-Critic Deep Reinforcement
    Di, Xinyue
    Guan, Yalin
    Yu, Weijia
    Lin, Heyun
    [J]. 2023 3RD INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND SOFTWARE ENGINEERING, ICICSE, 2023, : 26 - 31
  • [9] Cooperative Resource Allocation Based on Soft Actor-Critic With Data Augmentation in Cellular Network
    Qin, Yunhui
    Zhang, Zhongshan
    Wei, Huangfu
    Zhang, Haijun
    Long, Keping
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2023, 12 (03) : 396 - 400
  • [10] Energy optimization management of microgrid using improved soft actor-critic algorithm
    Yu, Zhiwen
    Zheng, Wenjie
    Zeng, Kaiwen
    Zhao, Ruifeng
    Zhang, Yanxu
    Zeng, Mengdi
    [J]. INTERNATIONAL JOURNAL OF RENEWABLE ENERGY DEVELOPMENT-IJRED, 2024, 13 (02): : 329 - 339
12345