An Intelligent Renewables-based Power Scheduling System for Internet of Energy

被引:0
|
作者
Huang, Chenn-Jung [1 ]
Hsiao, Jui-Ting [1 ]
Deng, Chao-Yang [1 ]
Hu, Kai-Wen [2 ]
机构
[1] Natl Dong Hwa Univ, Dept Comp Sci & Informat Engn, Hualien, Taiwan
[2] Natl Dong Hwa Univ, Dept Elect Engn, Hualien, Taiwan
关键词
internet of energy; renewables; power scheduling; data mining; optimization; SMART GRIDS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the recent literature, the architecture of internet of energy was proposed to replace the current smart grid in the future. However, the energy sharing concept and the uncertainties of intermittent energy sources will cause the short-term energy management for the future internet of energy much more complicated than current centralized control energy management for traditional power generation system. We thus propose a hierarchical day-ahead power scheduling system based on the architecture of internet of energy to tackle the complex energy management problems. The experimental results show that the hierarchical day-ahead power scheduling system proposed in this work can mitigate the dependency on traditional power plants effectively, and balance peak and off-peak period load of electricity market.
引用
收藏
页码:176 / 181
页数:6
相关论文
共 50 条
  • [21] The Role of Power-to-X in a Sustainable Energy System Based 100% on Renewables
    Voswinckel, Sebastian
    Demuth, Anita
    Lehmann, Harry
    PROCEEDINGS OF THE INTERNATIONAL RENEWABLE ENERGY STORAGE CONFERENCE, IRES 2022, 2023, 16 : 500 - 510
  • [22] Intelligent Edge-Based Recommender System for Internet of Energy Applications
    Sayed, Aya
    Himeur, Yassine
    Alsalemi, Abdullah
    Bensaali, Faycal
    Amira, Abbes
    IEEE SYSTEMS JOURNAL, 2022, 16 (03): : 5001 - 5010
  • [23] Research on global energy system based on intelligent mobile Internet technology
    Wang, Gang
    Bao, Xingchuan
    Yu, Hai
    Hou, Zhansheng
    Zhu, Liang
    Han, Haiyun
    Peng, Lin
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL AND COMPUTER APPLICATION, 2016, 30 : 238 - 241
  • [24] Research on Energy Internet Collaborative Scheduling Considering the Complex Interaction of Power System and Transportation System
    Wei, Meifang
    Long, Min
    Yang, Jing
    2018 2ND IEEE CONFERENCE ON ENERGY INTERNET AND ENERGY SYSTEM INTEGRATION (EI2), 2018,
  • [25] Analysis of intelligent agent operation strategy of power system scheduling based on intelligent optimization algorithm
    Zuo J.
    Yang M.
    He X.
    Bao B.
    Yang Y.
    Wu G.
    Lan X.
    Liu F.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [26] Hierarchical optimal scheduling method of heat-electricity integrated energy system based on Power Internet of Things
    Kong, Xiangyu
    Sun, Fangyuan
    Huo, Xianxu
    Li, Xue
    Shen, Yu
    ENERGY, 2020, 210
  • [27] Intelligent energy scheduling in a microgrid with custom power devices
    Pramila, V
    Chandramohan, S.
    INTERNATIONAL JOURNAL OF ELECTRICAL ENGINEERING EDUCATION, 2020, 58 (02) : 572 - 589
  • [28] Environmental sustainability assessment of renewables-based propylene glycol at full industrial scale production
    Nachtergaele, Pieter
    De Meester, Steven
    Dewulf, Jo
    JOURNAL OF CHEMICAL TECHNOLOGY AND BIOTECHNOLOGY, 2019, 94 (06) : 1808 - 1815
  • [29] An emission-aware real-time power scheduling system for the Internet of Energy
    Huang, Chenn-Jung
    Hu, Kai-Wen
    Liu, An-Feng
    Chen, Chih-Ting
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2019, 29 (07):
  • [30] An Emission-Aware Day-Ahead Power Scheduling System for Internet of Energy
    Huang, Chenn-Jung
    Hu, Kai-Wen
    Liu, An-Feng
    Chen, Liang-Chun
    Chen, Chih-Ting
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2019, 13 (10): : 4988 - 5012