A Real-Time Rolling Horizon Chance Constrained Optimization Model for Energy Hub Scheduling

被引:39
|
作者
Hou, Weilin [1 ,2 ]
Liu, Zhaoxi [2 ]
Ma, Li [2 ]
Wang, Lingfeng [2 ]
机构
[1] North China Elect Power Univ, Coll Elect & Elect Engn, Beijing, Peoples R China
[2] Univ Wisconsin Milwaukee, Dept Elect Engn, Milwaukee, WI 53211 USA
基金
美国国家科学基金会;
关键词
Energy hub; CCHP system; Rolling horizon optimization; Chance constrained programming; SYSTEMS; STORAGE; GENERATION; OPERATION; DESIGN;
D O I
10.1016/j.scs.2020.102417
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Multi-energy systems are effective means to enhance energy efficiency and enable sustainable cities. This paper proposes an energy hub (EH) model that integrates the energy storage systems, photovoltaic arrays, combined cooling heating and power (CCHP) system and electric vehicles (EVs). Additionally, the vehicle-to-grid (V2G) technology is considered in the proposed model. The optimal real-time scheduling problem of the EH is formulated as a stochastic problem minimizing the total operation cost in a rolling horizon fashion. A chance constrained programming (CCP) model is developed in this paper to handle the uncertainties in the scheduling problem of the EH. Simulation results show that the proposed EH optimization scheduling model with CCP results in lower operation costs.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Rolling-horizon scheduling for energy constrained distributed real-time embedded systems
    He, Chuan
    Zhu, Xiaomin
    Guo, Hui
    Qiu, Dishan
    Jiang, Jianqing
    JOURNAL OF SYSTEMS AND SOFTWARE, 2012, 85 (04) : 780 - 794
  • [2] Energy-efficient scheduling for real-time tasks by rolling-horizon optimization in virtualized clouds
    Chen, Chao
    Zhu, Xiao-Min
    Chen, Huang-Ke
    Wang, Ji
    Ji, Hao-Ran
    Bao, Wei-Dong
    Ruan Jian Xue Bao/Journal of Software, 2015, 26 (08): : 2111 - 2123
  • [3] Scheduling of Energy Hub Resources Using Robust Chance-Constrained Optimization
    Esmaeel Nezhad, Ali
    Nardelli, Pedro H. J.
    Sahoo, Subham
    Ghanavati, Farideh
    IEEE ACCESS, 2022, 10 : 129738 - 129753
  • [4] On energy-constrained real-time scheduling
    AlEnawy, TA
    Aydin, H
    16TH EUROMICRO CONFERENCE ON REAL-TIME SYSTEMS, PROCEEDINGS, 2004, : 165 - 174
  • [5] Real-Time Rolling Horizon Energy Management for the Energy-Hub-Coordinated Prosumer Community From a Cooperative Perspective
    Ma, Li
    Liu, Nian
    Zhang, Jianhua
    Wang, Lingfeng
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2019, 34 (02) : 1227 - 1242
  • [6] Rolling horizon optimization for real-time operation of prosumers with Peer-to-Peer energy trading
    Wang, Xiaoyu
    Wang, Zibo
    Mu, Yunfei
    Deng, Youjun
    Jia, Hongjie
    ENERGY REPORTS, 2023, 9 : 321 - 328
  • [7] Rolling horizon optimization for real-time operation of prosumers with Peer-to-Peer energy trading
    Wang, Xiaoyu
    Wang, Zibo
    Mu, Yunfei
    Deng, Youjun
    Jia, Hongjie
    ENERGY REPORTS, 2023, 9 : 321 - 328
  • [8] Efficient Real-Time Residential Energy Management through MILP Based Rolling Horizon Optimization
    Wang, Haiming
    Meng, Ke
    Dong, Zhao Yang
    Xu, Zhao
    Luo, Fengji
    Wong, Kit Po
    2015 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2015,
  • [9] On energy-constrained real-time scheduling for elastic tasks
    School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu 610054, China
    Dianzi Keji Diaxue Xuebao, 2008, 4 (598-601):
  • [10] Energy-Aware Rolling-Horizon Scheduling for Real-Time Tasks in Virtualized Cloud Data Centers
    Zhu, Xiaomin
    Chen, Huangke
    Yang, Laurence T.
    Yin, Shu
    2013 IEEE 15TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS & 2013 IEEE INTERNATIONAL CONFERENCE ON EMBEDDED AND UBIQUITOUS COMPUTING (HPCC_EUC), 2013, : 1119 - 1126