Mobile Energy Storage Scheduling and Operation in Active Distribution Systems

被引:170
作者
Abdeltawab, Hussein Hassan [1 ]
Mohamed, Yasser Abdel-Rady I. [1 ]
机构
[1] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2V4, Canada
关键词
Day-ahead market; energy management system (EMS); mobile energy storage system (MESS); model predictive control; transportable energy storage; POWER; MANAGEMENT; COST; ELECTRICITY; MICROGRIDS; PREDICTION; BALANCE; MODELS; MARKET;
D O I
10.1109/TIE.2017.2682779
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A mobile (transportable) energy storage system (MESS) can provide various services in distribution systems including load leveling, peak shaving, reactive power support, renewable energy integration, and transmission deferral. Unlike stationary energy storage units, an MESS can move between different buses by a truck to provide different local services within the distribution feeder. This paper proposes a day-ahead energy management system (EMS) for an MESS that aims to minimize the cost of the power imported from the grid. The MESS does not only shift renewable energy power to load peak-hours but also can provide localized reactive power support. Given the day-ahead predictions, the EMS decided the optimal MESS stations in the feeder and the operating power. Next, a particle swarm optimization-based algorithm is developed to tune the moving time of the MESS according to a transit delay model. The applicability of the proposed scheduling and operation algorithms is tested on a typical 41-bus radial feeder.
引用
收藏
页码:6828 / 6840
页数:13
相关论文
共 44 条
[1]   Market-Oriented Energy Management of a Hybrid Wind-Battery Energy Storage System Via Model Predictive Control With Constraint Optimizer [J].
Abdeltawab, Hussein Hassan ;
Mohamed, Yasser Abdel-Rady I. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (11) :6658-6670
[2]   Hybrid particle swarm optimization approach for solving the discrete OPF problem considering the valve loading effects [J].
AlRashidi, A. R. ;
El-Hawary, M. E. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (04) :2030-2038
[3]  
[Anonymous], 2009, TECH REP
[4]  
[Anonymous], 1997, 4851997 IEEE, V485, P1997
[5]  
[Anonymous], 2010, THESIS
[6]  
[Anonymous], 2005, TRAFF CONG REL TREND
[7]  
[Anonymous], 2011, SAND20112730
[8]  
Apt J., 2008, TECH REP
[9]   Optimization Models for EV Aggregator Participation in a Manual Reserve Market [J].
Bessa, Ricardo J. ;
Matos, Manuel A. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (03) :3085-3095
[10]   Electric Load Forecasting Based on Statistical Robust Methods [J].
Chakhchoukh, Yacine ;
Panciatici, Patrick ;
Mili, Lamine .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2011, 26 (03) :982-991