Model Predictive Control of Energy Storage Systems for Power Regulation in Electricity Distribution Networks

被引:0
作者
Giuseppi, Alessandro [1 ]
De Santis, Emanuele [1 ]
Di Giorgio, Alessandro [1 ]
机构
[1] Univ Roma La Sapienza, Dept Comp Control & Management Engn Antonio Ruber, Rome, Italy
来源
2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC) | 2019年
关键词
OPTIMAL PLACEMENT; WIND; ESS; FLOW;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a control strategy for an Energy Storage System (ESS) installed on a secondary substation of an electricity distribution line in order to mitigate power variations with respect to the day-ahead planning caused by renewable energy sources on the distribution line. In particular, the aim of the controller is to keep the power profile of at primary substations close to a reference profile foreseen on a day-ahead basis while guaranteeing the stable operation of its ESS, in terms of their state-of-charge dynamics. The inclusion of the ESS contribution to the network operation is attained by the integration of properly defined power flow constraints in a Model Predictive Control Framework. The proposed approach has been validated through numerical simulations, representative of real operative scenarios.
引用
收藏
页码:3365 / 3370
页数:6
相关论文
共 25 条
[1]  
[Anonymous], 2015, 2015 10 AS CONTR C A
[2]   Optimal Allocation of ESS in Distribution Systems With a High Penetration of Wind Energy [J].
Atwa, Yasser Moustafa ;
El-Saadany, E. F. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (04) :1815-1822
[3]   A Probabilistic Method for Energy Storage Sizing Based on Wind Power Forecast Uncertainty [J].
Bludszuweit, Hans ;
Antonio Dominguez-Navarro, Jose .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2011, 26 (03) :1651-1658
[4]   Network decomposition and multi-path routing optimal control [J].
Bruni, Carlo ;
Priscoli, Francesco Delli ;
Koch, Giorgio ;
Pimpinella, Laura .
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2013, 24 (02) :154-165
[5]   A Simple Optimal Power Flow Model with Energy Storage [J].
Chandy, K. Mani ;
Low, Steven H. ;
Topcu, Ufuk ;
Xu, Huan .
49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, :1051-1057
[6]   SoC Feedback Control for Wind and ESS Hybrid Power System Frequency Regulation [J].
Dang, Jie ;
Seuss, John ;
Suneja, Luv ;
Harley, Ronald G. .
IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2014, 2 (01) :79-86
[7]   A Frequency-Control Approach by Photovoltaic Generator in a PV-Diesel Hybrid Power System [J].
Datta, Manoj ;
Senjyu, Tomonobu ;
Yona, Atsushi ;
Funabashi, Toshihisa ;
Kim, Chul-Hwan .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2011, 26 (02) :559-571
[8]  
Di Giorgio A, 2017, MED C CONTR AUTOMAT, P781, DOI 10.1109/MED.2017.7984213
[9]  
Di Giorgio A, 2017, MED C CONTR AUTOMAT, P986, DOI 10.1109/MED.2017.7984247
[10]   Model Predictive Control of Energy Storage Systems for Power Tracking and Shaving in Distribution Grids [J].
Di Giorgio, Alessandro ;
Liberati, Francesco ;
Lanna, Andrea ;
Pietrabissa, Antonio ;
Priscoli, Francesco Delli .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2017, 8 (02) :496-504