The effect of diurnal profile and seasonal wind regime on sizing grid-connected and off-grid wind power plants

被引:24
作者
Carapellucci, Roberto [1 ]
Giordano, Lorena [1 ]
机构
[1] Univ Aquila, Dipartimento Ingn Ind & Informaz & Econ, I-67100 Laquila, Italy
关键词
Synthetic data generation; Diurnal profile; Wind speed regime; Grid-connected system; Off-grid system; Cross-correlation; SYNTHETIC GENERATION; ENERGY-STORAGE; SPEED; BATTERIES; SYSTEMS; COST; LIFE;
D O I
10.1016/j.apenergy.2013.02.044
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In a high wind penetration scenario in electricity production, the availability of models for synthetically generating hourly wind speed data becomes increasingly important for both sizing and modeling integrated renewable systems. A methodology for generating hourly wind speed time series is presented in this paper, adopting a physical-statistical approach based on some known aggregate input data. The proposed approach, developed in a previous study by the same authors, has been here improved using a new diurnal wind speed profile function. The improved methodology is first described and validated through experimental wind speed data, comparing the results with those obtained using the basic model. Then, hourly wind speeds generated with the improved methodology are used as input data for the optimal design of grid-connected and off-grid wind power plants. For each configuration, the influence of the diurnal wind speed profile and wind regime on system sizing and its economic parameters has been evaluated. Results have shown that the diurnal variation of wind speed does not affect the size of wind turbine, but strongly influences the storage capacity of off-grid wind power plants. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:364 / 376
页数:13
相关论文
共 36 条
[1]  
[Anonymous], 2004, MISURE CONS ENERGIA
[2]  
ARPA, SERV IDROMETEOCLIMA
[3]   The effects of atmospheric stability on coastal wind climates [J].
Barthelmie, RJ .
METEOROLOGICAL APPLICATIONS, 1999, 6 (01) :39-47
[4]   Observations and simulations of diurnal cycles of near-surface wind speeds over land and sea [J].
Barthelmie, RJ ;
Grisogono, B ;
Pryor, SC .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1996, 101 (D16) :21327-21337
[5]  
Burton T, 2011, WIND ENERGY HDB, DOI DOI 10.1002/9781119992714
[6]   A methodology for the synthetic generation of hourly wind speed time series based on some known aggregate input data [J].
Carapellucci, Roberto ;
Giordano, Lorena .
APPLIED ENERGY, 2013, 101 :541-550
[7]   Hybrid wind-diesel stand-alone system sizing accounting for component expected life and fuel price uncertainty [J].
Carpentiero, V. ;
Langella, R. ;
Testa, A. .
ELECTRIC POWER SYSTEMS RESEARCH, 2012, 88 :69-77
[8]   Forecasting the reliability of wind-energy systems: A new approach using the RL technique [J].
Chaudhry, Nikhil ;
Hughes, Larry .
APPLIED ENERGY, 2012, 96 :422-430
[9]   Analysis of wind speed observations on the North Sea coast [J].
Coelingh, JP ;
van Wijk, AJM ;
Holtslag, AAM .
JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS, 1998, 73 (02) :125-144
[10]   Multi-objective optimization minimizing cost and life cycle emissions of stand-alone PV-wind-diesel systems with batteries storage [J].
Dufo-Lopez, Rodolfo ;
Bernal-Agustin, Jose L. ;
Yusta-Loyo, Jose M. ;
Dominguez-Navarro, Jose A. ;
Ramirez-Rosado, Ignacio J. ;
Lujano, Juan ;
Aso, Ismael .
APPLIED ENERGY, 2011, 88 (11) :4033-4041