A Stochastic Optimization Approach to Rating of Energy Storage Systems in Wind-Diesel Isolated Grids

被引:140
作者
Abbey, Chad [1 ]
Joos, Geza [1 ]
机构
[1] McGill Univ, Power Engn Res Lab, Dept Elect & Comp Engn, Montreal, PQ H3A 2A7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Energy storage; power generation planning; power systems economics; stochastic systems; wind energy; HYDROGEN STORAGE; OPERATION; GENERATOR; DESIGN;
D O I
10.1109/TPWRS.2008.2004840
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
Wind-diesel systems represent a proactive step towards sustainable remote communities. However, for high ratios of wind energy, the necessity of a dump load and the diesel operating constraints need to be considered. Energy storage systems offer a means of optimizing energy use and further reducing consumption of diesel fuel. This paper proposes a methodology for storage sizing based on stochastic optimization. The problem is formulated and solved using representative data. The dependence of storage sizing and the cost of delivered energy on wind penetration levels, storage efficiency, and diesel operating strategies are considered. Results demonstrate that for high wind penetration, the availability of storage, together with an appropriate diesel operating approach, can result in significant cost savings in terms of fuel and operating costs.
引用
收藏
页码:418 / 426
页数:9
相关论文
共 23 条
[1]  
[Anonymous], 2008, Survey of the small wind (300 W to 300 kW) turbine market in Canada
[2]  
[Anonymous], 1997, Introduction to stochastic programming
[3]   Incorporating well-being considerations in generating systems using energy storage [J].
Bagen ;
Billinton, R .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2005, 20 (01) :225-230
[4]   Energy storage and its use with intermittent renewable energy [J].
Barton, JP ;
Infield, DG .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2004, 19 (02) :441-448
[5]   On the optimization of the daily operation of a wind-hydro power plant [J].
Castronuovo, ED ;
Lopes, JAP .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2004, 19 (03) :1599-1606
[6]  
Devine M, 2004, P AWEA ANN C CHIC IL
[7]  
*ENT WIND SYST INC, 2008, EW15 SPEC
[8]   Scheduling and pricing of coupled energy and primary, secondary, and tertiary reserves [J].
Galiana, FD ;
Bouffard, F ;
Arroyo, JM ;
Restrepo, JF .
PROCEEDINGS OF THE IEEE, 2005, 93 (11) :1970-1983
[9]   A wind-diesel system with hydrogen storage: Joint optimisation of design and dispatch [J].
Garcia, Raquel S. ;
Weisser, Daniel .
RENEWABLE ENERGY, 2006, 31 (14) :2296-2320
[10]   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