MW Resource Assessment Model for a Hybrid Energy Conversion System With Wind and Solar Resources

被引:68
|
作者
Sarkar, Subhadarshi [1 ]
Ajjarapu, Venkataramana [1 ]
机构
[1] Iowa State Univ, Dept Elect & Comp Engn, Ames, IA 50011 USA
基金
美国国家科学基金会;
关键词
Capacity factors; energy conversion; maximum likelihood estimation (MLE); power system planning; solar energy; stochastic processes; wind energy; POWER-SUPPLY PROBABILITY; RELIABILITY-ANALYSIS; PERFORMANCE; GENERATION; EXPANSION; OPTIONS;
D O I
10.1109/TSTE.2011.2148182
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The combined utilization of renewables such as solar and wind energy is becoming increasingly attractive. Proper methods need to be employed that consider the inherent variability of these two technologies while determining the performance of a wind-solar hybrid energy conversion system (ECS). In this paper, a stochastic approach has been utilized to develop the megawatt resource assessment model (MWRAM) of a wind-solar hybrid ECS at any selected location. The parameters required to define the probabilistic models have been computed from site-specific data using the maximum likelihood estimation method. The wind portion consists of several interconnected wind turbines while the solar component is a parabolic trough solar thermal electric generating system. Different applications of the model to assess resource benefits including capacity factors and reserve requirements from effective utilization of both wind and solar energy have been explored at different levels with varying wind-solar proportions.
引用
收藏
页码:383 / 391
页数:9
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