A novel and cost-efficient energy management system for plug-in electric bus charging depot owners

被引:13
作者
Arif, Syed Muhammad [1 ]
Lie, Tek Tjing [1 ]
Seet, Boon Chong [1 ]
Ayyadi, Soumia [2 ]
机构
[1] Auckland Univ Technol, Dept Elect & Elect Engn, Auckland 1010, New Zealand
[2] Mohammed V Univ, Mohammadia Sch Engineers, Dept Elect & Elect Engn, Rabat 10070, Morocco
关键词
Plug-in electric bus; Plug-in electric bus depot charging; Bus depot operator; Energy storage system; Low voltage feeder; Energy management system; IMPACT;
D O I
10.1016/j.epsr.2021.107413
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The integration of renewable Distributed Generations (DGs) has been a serious concern over reliable and satisfactory operation of the distribution system due to the intermittent nature of DGs. One of the solutions being proposed is the utilization of an Energy Storage System (ESS). However, without an appropriate energy management system, the integration of PV and ESS in a Plug-In Electric Bus Depot Charging (PEBDC) ecosystem can be harmful to the LV feeder. Therefore, this paper proposed a cost-efficient energy management system that is based on a double-sided auction mechanism that provides a platform to perform energy trading among the selling and buying agents in the PEBDC ecosystem. A simulation has been performed for the energy management of the PEBDC ecosystem considering the middle months of all four seasons Summer, Autumn, Winter, and Spring corresponding to January, April, July, and October, respectively. A mixed-integer linear programming (MILP) model has been formulated for Bus Depot Owner (BDO) profit maximization and analysed using IBM ILOG studio with CPLEX solver.
引用
收藏
页数:11
相关论文
共 20 条
[1]  
[Anonymous], SOL RES DAT
[2]  
[Anonymous], ELECT ELECT DISTRIBU
[3]  
[Anonymous], GEN DEPRECIATION RAT
[4]   Optimal charging of Electric Vehicles in residential area [J].
Ayyadi, Soumia ;
Bilil, Hasnae ;
Maaroufi, Mohamed .
SUSTAINABLE ENERGY GRIDS & NETWORKS, 2019, 19
[5]  
Ayyappan S., 2020, 2020 International Conference on System, Computation, Automation and Networking, ICSCAN 2020, P1
[6]   Envisioning a low-cost solar future: Exploring the potential impact of Achieving the SunShot 2030 targets for photovoltaics [J].
Cole, Wesley ;
Frew, Bethany ;
Gagnon, Pieter ;
Reimers, Andrew ;
Zuboy, Jarett ;
Margolis, Robert .
ENERGY, 2018, 155 :690-704
[7]  
Dai Q., 1973, SUSTAINABILITY-BASEL, V11
[8]   Integration of energy markets in microgrids: A double-sided auction with device-oriented bidding strategies [J].
El-Baz, Wessam ;
Tzscheutschler, Peter ;
Wagner, Ulrich .
APPLIED ENERGY, 2019, 241 :625-639
[9]   A multi-objective optimization model for energy-efficiency building envelope retrofitting plan with rooftop PV system installation and maintenance [J].
Fan, Yuling ;
Xia, Xiaohua .
APPLIED ENERGY, 2017, 189 :327-335
[10]  
Faqiry M.N., 2016, ARXIV PREPRINT ARXIV