Design Optimization of Microgrid Incorporating Battery Exchange-based Electric Vehicles

被引:3
作者
Pandit, Dilip [1 ]
Muhtadi, Abir [1 ]
Nga Nguyen [1 ]
Mitra, Joydeep [2 ]
机构
[1] Univ Wyoming, Elect & Comp Engn, Laramie, WY 82071 USA
[2] Michigan State Univ, Elect & Comp Engn, E Lansing, MI 48824 USA
来源
2021 IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING (IAS) | 2021年
关键词
Battery Degradation; Battery Exchange (BE); Distributed Energy Resources (DER); Design Optimization; Electric Vehicle (EV); Microgrid; ENERGY MANAGEMENT; RELIABILITY; SYSTEMS; STORAGE; PV; POWER; OPERATION;
D O I
10.1109/FIE49875.2021.9677223
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The microgrid is among the most feasible considerations for practical large-scale implementation of distributed renewable energy sources (DERs) into the existing grid system. Due to the problem of intermittency associated with DERs within the microgrid, design tasks usually involve the effective integration of energy storage systems (ESS) and electric vehicles (EVs). This increases the number of operating entities and operational conditions available within the microgrid, thus the optimal design of the microgrid happens to be challenging. In this paper, an optimization framework of DER sources-based standalone microgrid with battery exchange (BE) based EVs is proposed to determine the optimal number of DERs and size of central BE station for maximum utilization of DERs and minimization of the Levelized Cost of Energy (LCOE). The minimization problem involves a set of operational constraints such as conditional restriction of the annual total loss of the power supply and a proposed EV user dissatisfaction index. To account for BE station battery degradation, the minimal BEstation capacity is included as an optimization variable and the replacement cost function is integrated with the optimization cost function.
引用
收藏
页数:7
相关论文
共 34 条
[1]   Two-Stage Robust Sizing and Operation Co-Optimization for Residential PVx2013;Battery Systems Considering the Uncertainty of PV Generation and Load [J].
Aghamohamadi, Mehrdad ;
Mahmoudi, Amin ;
Haque, Mohammed H. .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (02) :1005-1017
[2]   Design Optimization of a Residential PV-Battery Microgrid With a Detailed Battery Lifetime Estimation Model [J].
Alramlawi, Mansour ;
Li, Pu .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2020, 56 (02) :2020-2030
[3]  
[Anonymous], 2015, W WIND DATASET
[4]   Power System Reliability Assessment With Electric Vehicle Integration Using Battery Exchange Mode [J].
Cheng, Lin ;
Chang, Yao ;
Lin, Jin ;
Singh, Chanan .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2013, 4 (04) :1034-1042
[5]  
Choi J., 2010, 2010 Innov. Smart Grid Technol. (ISGT), P1
[6]   A new perspective for sizing of distributed generation and energy storage for smart households under demand response [J].
Erdinc, Ozan ;
Paterakis, Nikolaos G. ;
Pappi, Iliana N. ;
Bakirtzis, Anastasios G. ;
Catalao, Joao P. S. .
APPLIED ENERGY, 2015, 143 :26-37
[7]   Reliability Studies of Distribution Systems Integrated With Electric Vehicles Under Battery-Exchange Mode [J].
Farzin, Hossein ;
Moeini-Aghtaie, Moein ;
Fotuhi-Firuzabad, Mahmud .
IEEE TRANSACTIONS ON POWER DELIVERY, 2016, 31 (06) :2473-2482
[8]   DEVELOPMENT OF A NEW PROCEDURE FOR RELIABILITY MODELING OF WIND TURBINE GENERATORS [J].
GIORSETTO, P ;
UTSUROGI, KF .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1983, 102 (01) :134-143
[9]   The IEEE reliability test system - 1996 [J].
Grigg, C ;
Wong, P ;
Albrecht, P ;
Allan, R ;
Bhavaraju, M ;
Billinton, R ;
Chen, Q ;
Fong, C ;
Haddad, S ;
Kuruganty, S ;
Li, W ;
Mukerji, R ;
Patton, D ;
Rau, N ;
Reppen, D ;
Schneider, A ;
Shahidehpour, M ;
Singh, C .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1999, 14 (03) :1010-1018
[10]   Utilization of Supercapacitors in Protection Schemes for Resiliency Against Communication Outages: A Case Study on Size and Cost Optimization [J].
Habib, Hany Fawzy ;
El Hariri, Mohamad ;
Elsayed, Ahmed ;
Mohammed, Osama A. .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2018, 54 (04) :3153-3164