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
  • [1] An Intelligent Real-Time Renewables-Based Power Scheduling System for the Internet of Energy
    Huang, Chenn-Jung
    Hu, Kai-Wen
    Huang, Yu-Kang
    2018 IEEE 3RD INTERNATIONAL CONFERENCE ON IMAGE, VISION AND COMPUTING (ICIVC), 2018, : 860 - 864
  • [2] A Renewables-Based Load-Balancing Energy Management System for Energy Internet
    Huang, Chenn-Jung
    Jhang, Jhih-Yuan
    Hsiao, Jui-Ting
    Hu, Kai-Wen
    Chu, Chia-Chin
    2017 IEEE 9TH INTERNATIONAL CONFERENCE ON COMMUNICATION SOFTWARE AND NETWORKS (ICCSN), 2017, : 217 - 222
  • [3] Integrated Design, Planning, and Scheduling of Renewables-based Fuels and Power Production Networks
    Zhang, Qi
    Martin, Mariano
    Grossmann, Ignacio E.
    27TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, PT B, 2017, 40B : 1879 - 1884
  • [4] Optimization of the power output scheduling of a renewables-based hybrid power station using MILP approach: The case of Tilos island
    Superchi, Francesco
    Giovannini, Nathan
    Moustakis, Antonis
    Pechlivanoglou, George
    Bianchini, Alessandro
    RENEWABLE ENERGY, 2024, 220
  • [6] Implications of temporal resolution for modeling renewables-based power systems
    Hoevenaars, Eric J.
    Crawford, Curran A.
    RENEWABLE ENERGY, 2012, 41 : 285 - 293
  • [7] Renewable energy in Pakistan: Paving the way towards a fully renewables-based energy system across the power, heat, transport and desalination sectors by 2050
    Sadiqa, Ayesha
    Gulagi, Ashish
    Bogdanov, Dmitrii
    Caldera, Upeksha
    Breyer, Christian
    IET RENEWABLE POWER GENERATION, 2022, 16 (01) : 177 - 197
  • [8] Research on Intelligent Trading and Cooperative Scheduling System of Energy Internet Based on Blockchain
    Gong G.
    Zhang T.
    Wei P.
    Su C.
    Wang H.
    Wu Q.
    Liu R.
    Zhang S.
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2019, 39 (05): : 1278 - 1289
  • [9] Integrated design and operation of renewables-based fuels and power production networks
    Zhang, Qi
    Martin, Mariano
    Grossmann, Ignacio E.
    COMPUTERS & CHEMICAL ENGINEERING, 2019, 122 (80-92) : 80 - 92
  • [10] Urban energyscapes planning for renewables-based cities
    Newton, Peter
    Mo, John
    AUSTRALIAN PLANNER, 2006, 43 (04) : 8 - 9