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

被引:40
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 35 条
[1]  
Ahcin P, 2010, INT CONPOWER SYSTEM, P1
[2]   Decentralized energy systems for clean electricity access [J].
Alstone, Peter ;
Gershenson, Dimitry ;
Kammen, Daniel M. .
NATURE CLIMATE CHANGE, 2015, 5 (04) :305-314
[3]   A Decentralized Energy Management Framework for Energy Hubs in Dynamic Pricing Markets [J].
Bahrami, Shahab ;
Toulabi, Mohammadreza ;
Ranjbar, Saba ;
Moeini-Aghtaie, Moein ;
Ranjbar, Ali Mohammad .
IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (06) :6780-6792
[4]   Matrix modelling of small-scale trigeneration systems and application to operational optimization [J].
Chicco, Gianfranco ;
Mancarella, Pierluigi .
ENERGY, 2009, 34 (03) :261-273
[5]   Short-Term Scheduling Strategy for Wind-Based Energy Hub: A Hybrid Stochastic/IGDT Approach [J].
Dolatabadi, Amirhossein ;
Jadidbonab, Mohammad ;
Mohammadi-ivatloo, Behnam .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2019, 10 (01) :438-448
[6]  
Greisen C., 2015, DTUS SUST C
[7]   A two-stage optimal planning and design method for combined cooling, heat and power microgrid system [J].
Guo, Li ;
Liu, Wenjian ;
Cai, Jiejin ;
Hong, Bowen ;
Wang, Chengshan .
ENERGY CONVERSION AND MANAGEMENT, 2013, 74 :433-445
[8]   Integrated scheduling of renewable generation and electric vehicles parking lot in a smart microgrid [J].
Honarmand, Masoud ;
Zakariazadeh, Alireza ;
Jadid, Shahram .
ENERGY CONVERSION AND MANAGEMENT, 2014, 86 :745-755
[9]   Chance-Constrained Optimization for Multienergy Hub Systems in a Smart City [J].
Huo, Da ;
Gu, Chenghong ;
Ma, Kang ;
Wei, Wei ;
Xiang, Yue ;
Le Blond, Simon .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 66 (02) :1402-1412
[10]  
Iga A., 2006, Transactions of the Institute of Electrical Engineers of Japan, Part B, V126-B, P767, DOI 10.1541/ieejpes.126.767