Stochastic analysis and simulation of grid-connected wind energy conversion system

被引:45
作者
Mohammed, H [1 ]
Nwankpa, CO [1 ]
机构
[1] Drexel Univ, ECE Dept, Philadelphia, PA 19104 USA
基金
美国国家科学基金会;
关键词
load fluctuations; small disturbances; wind energy conversion systems;
D O I
10.1109/60.849121
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
An increasing presence of renewable energy forms, due to environmental and socio-economic reasons, in the electric power industry necessitates an assessment of the impact of these sources, on a conventional electric utility. This assessment incorporates stochastic theory to investigate the security and stability of a wind energy conversion system on an electrical utility to quantify the limits of such a system's operation. This paper presents a model that captures the uncertainties in the system load at the wind generator bus, a method that approximates the randomness experienced by the system. Future dynamic models in development will capture noise due to wind effects. A simple model of a grid-connected WECS is presented. An index of reliability is also determined known as the mean first passage time (MFPT), the time taken for the system to leave its stability region.
引用
收藏
页码:85 / 90
页数:6
相关论文
共 11 条
[1]   AN APPROACH TO ASSESS THE PERFORMANCE OF UTILITY-INTERACTIVE WIND ELECTRIC CONVERSION SYSTEMS [J].
ABOUZAHR, I ;
RAMAKUMAR, R .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1991, 6 (04) :627-638
[2]   A PROBABILISTIC COSTING METHOD FOR THE EVALUATION OF THE PERFORMANCE OF GRID - CONNECTED WIND ARRAYS [J].
BAKIRTZIS, AG ;
DOKOPOULOS, PS ;
GAVANIDOU, ES ;
KETSELIDES, MA .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1989, 4 (01) :34-40
[3]   Dynamic response of a stand-alone wind energy conversion system with battery energy storage to a wind gust [J].
Borowy, BS ;
Salameh, ZM .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1997, 12 (01) :73-78
[4]   Unit sizing and control of hybrid wind-solar power systems [J].
Chedid, R ;
Rahman, S .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1997, 12 (01) :79-85
[5]  
GHALI FMA, 1994, IEEE PHOT SPEC CONF, P1056, DOI 10.1109/WCPEC.1994.520143
[6]   EXIT PROBLEM FOR RANDOMLY PERTURBED DYNAMICAL-SYSTEMS [J].
MATKOWSKY, BJ ;
SCHUSS, Z .
SIAM JOURNAL ON APPLIED MATHEMATICS, 1977, 33 (02) :365-382
[7]   A STOCHASTIC BASED VOLTAGE COLLAPSE INDICATOR [J].
NWANKPA, CO ;
HASSAN, RM .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1993, 8 (03) :1187-1194
[8]   ANALYSIS OF SMALL DISTURBANCES OF TRANSMISSION-LINES IN DYNAMIC STABILITY STUDIES [J].
NWANKPA, CO ;
SHAHIDEHPOUR, SM ;
SCHUSS, Z .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1991, 22 (05) :845-872
[9]   STOCHASTIC-MODEL FOR POWER-SYSTEM PLANNING STUDIES [J].
NWANKPA, CO ;
SHAHIDEHPOUR, SM .
IEE PROCEEDINGS-C GENERATION TRANSMISSION AND DISTRIBUTION, 1991, 138 (04) :307-320
[10]   PROBABILISTIC EVALUATION OF THE PERFORMANCE OF WIND-DIESEL ENERGY-SYSTEMS [J].
SARAMOURTSIS, AC ;
BAKIRTZIS, AG ;
DOKOPOULOS, PS ;
GAVANIDOU, ES .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1994, 9 (04) :743-752