Optimal scheduling of electric vehicles and photovoltaic systems in residential complexes under real-time pricing mechanism

被引:37
作者
Barhagh, Sahar Seyyedeh [1 ]
Abapour, Mehdi [1 ]
Mohammadi-Ivatloo, Behnam [1 ,2 ]
机构
[1] Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
[2] Duy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
关键词
Residential complex (RC); Economic performance; Photovoltaic (PV) system; Electric vehicle (EV); Real-time pricing (RTP) of demand response program (DRP); OPTIMAL ENERGY MANAGEMENT; RENEWABLE GENERATION; PROGRAMMING APPROACH; OPTIMAL OPERATION; POWER-GENERATION; MICRO-GRIDS; WIND ENERGY; FUEL-CELL; OPTIMIZATION; ALGORITHM;
D O I
10.1016/j.jclepro.2019.119041
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Residential complexes (RCs) consisting of photovoltaic (PV) systems, wind turbines and electric vehicles (EVs), have been rapidly extended in energy systems in recent years. Optimal scheduling of local generation units can lead to economic improvement in RCs. In this regard, optimization of the performance of RCs appears to be necessary. Operators of RC energy systems equipped with local generation units can benefit from demand response programs (DRPs) to reduce their operating costs while satisfying energy demands. Within these programs, energy consumers are motivated to change their consumption in a way that economic targets are satisfied. In this paper, optimal operation of a grid-connected EV/PV RC energy system is studied under real-time pricing of a DRP. The studied RC energy system is equipped with PV units and EVs that can support RCs in supplying energy demands and providing economic benefits. The incorporated PV unit is modeled considering solar irradiance parameters and ambient temperature, which can lead to accurate simulation results. Moreover, the proposed model for EVs can enhance the efficient operation of RCs through optimal charge and discharge processes. Further, the optimal operation of energy systems integrated into RCs is modeled as mixed-integer linear programming (MILP). Additionally, a general algebraic modeling system (GAMS) is used to carry out simulations in different scenarios and the results are presented for comparison. For the studied test case, the total expected cost of RCs is reduced by 37.31%, which represents the influential impact of demand response on the optimal scheduling of DG units. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页数:12
相关论文
共 52 条
[1]   Optimal management of microgrids including renewable energy scources using GPSO-GM algorithm [J].
Abedini, Mohammad ;
Moradi, Mohammad H. ;
Hosseinian, S. Mandi .
RENEWABLE ENERGY, 2016, 90 :430-439
[2]   Demand side management in a smart micro-grid in the presence of renewable generation and demand response [J].
Aghajani, G. R. ;
Shayanfar, H. A. ;
Shayeghi, H. .
ENERGY, 2017, 126 :622-637
[3]   Presenting a multi-objective generation scheduling model for pricing demand response rate in micro-grid energy management [J].
Aghajani, G. R. ;
Shayanfar, H. A. ;
Shayeghi, H. .
ENERGY CONVERSION AND MANAGEMENT, 2015, 106 :308-321
[4]   Optimal scheduling of plug-in electric vehicles and renewable micro-grid in energy and reserve markets considering demand response program [J].
Aliasghari, Parinaz ;
Mohammadi-Ivatloo, Behnam ;
Alipour, Manijeh ;
Abapour, Mehdi ;
Zare, Kazem .
JOURNAL OF CLEANER PRODUCTION, 2018, 186 :293-303
[5]   Optimal operation planning of V2G-equipped Microgrid in the presence of EV aggregator [J].
Aluisio, B. ;
Conserva, A. ;
Dicorato, M. ;
Forte, G. ;
Trovato, M. .
ELECTRIC POWER SYSTEMS RESEARCH, 2017, 152 :295-305
[6]   Techno-economic optimization of hybrid photovoltaic/wind generation together with energy storage system in a stand-alone micro-grid subjected to demand response [J].
Amrollahi, Mohammad Hossein ;
Bathaee, Seyyed Mohammad Taghi .
APPLIED ENERGY, 2017, 202 :66-77
[7]  
[Anonymous], INT ARCH PHOTOGRAMME
[8]  
[Anonymous], 2017, ENERGY
[9]   A Two-Stage Margin-Based Algorithm for Optimal Plug-in Electric Vehicles Scheduling [J].
Baccino, Francesco ;
Grillo, Samuele ;
Massucco, Stefano ;
Silvestro, Federico .
IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (02) :759-766
[10]   Robust optimization of micro-grids operation problem in the presence of electric vehicles [J].
Bahramara, Salah ;
Golpira, Heris .
SUSTAINABLE CITIES AND SOCIETY, 2018, 37 :388-395