Reactive power and voltage control in grid-connected wind farms: an online optimization based fast model predictive control approach

被引:16
作者
Ahmed, Hafiz [1 ]
机构
[1] Inria Lille Nord Europe, NonA Team, Parc Sci Haute Borne, F-59650 Villeneuve Dascq, France
关键词
Model predictive control; Reactive power control; Grid integration; PARTICLE SWARM OPTIMIZATION; INTERIOR-POINT METHODS; WARM-START STRATEGIES; GENETIC ALGORITHM; SYSTEMS; IMPLEMENTATION; ELECTRONICS; GENERATOR; SEARCH;
D O I
10.1007/s00202-014-0314-1
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
This paper presents the application of an online optimization based fast model predictive control scheme to grid-connected wind farms for reactive power and voltage control. A linear prediction model of the network was used to predict the behavior of the system for a certain prediction horizon, while a modified quadratic programming problem was used for the optimization process. The proposed controller was tested in a 5-bus test system hosting three subwind farms of total 36 MW active power production capacity connected in series to the external network. The controller performed its control action by changing the reactive power output of the sub-wind farms and voltage set-points of an online load tap changer transformer to respect the safety limit imposed on the bus voltages and desired reactive power exchange.
引用
收藏
页码:35 / 44
页数:10
相关论文
共 55 条
[1]   Solution of economic load dispatch problem via hybrid particle swarm optimization with time-varying acceleration coefficients and bacteria foraging algorithm techniques [J].
Abedinia, Oveis ;
Amjady, Nima ;
Ghasemi, Ali ;
Hejrati, Zakariya .
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2013, 23 (08) :1504-1522
[2]   Optimal power flow using differential evolution algorithm [J].
Abou El Ela, A. A. ;
Abido, M. A. ;
Spea, S. R. .
ELECTRICAL ENGINEERING, 2009, 91 (02) :69-78
[3]   Optimal reactive power dispatch using ant colony optimization algorithm [J].
Abou El-Ela, A. A. ;
Kinawy, A. M. ;
El-Sehiemy, R. A. ;
Mouwafi, M. T. .
ELECTRICAL ENGINEERING, 2011, 93 (02) :103-116
[4]  
Ackermann T, 2002, IEEE/PES TRANSMISSION AND DISTRIBUTION CONFERENCE AND EXHIBITION 2002: ASIA PACIFIC, VOLS 1-3, CONFERENCE PROCEEDINGS, P1357, DOI 10.1109/TDC.2002.1177677
[5]   An implementation of harmony search algorithm to unit commitment problem [J].
Afkousi-Paqaleh, M. ;
Rashidinejad, M. ;
Pourakbari-Kasmaei, M. .
ELECTRICAL ENGINEERING, 2010, 92 (06) :215-225
[6]   An improved cuckoo search algorithm for power economic load dispatch [J].
Afzalan, Ehsan ;
Joorabian, Mahmood .
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2015, 25 (06) :958-975
[7]   A Multilevel Approach for Optimal Participating of Wind Farms at Reactive Power Balancing in Transmission Power System [J].
Ahmidi, Amir ;
Guillaud, Xavier ;
Besanger, Yvon ;
Blanc, Regis .
IEEE SYSTEMS JOURNAL, 2012, 6 (02) :260-269
[8]   Model predictive control [J].
Alamir, Mazen ;
Allgoewer, Frank .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2008, 18 (08) :799-799
[9]   A framework for real-time implementation of low-dimensional parameterized NMPC [J].
Alamir, Mazen .
AUTOMATICA, 2012, 48 (01) :198-204
[10]  
[Anonymous], 2014, GUR OPT REF MAN