Decision analysis on generation capacity of a wind park

作者: C. Kongnam , S. Nuchprayoon , S. Premrudeepreechacharn , S. Uatrongjit

DOI: 10.1016/J.RSER.2009.01.023

关键词: Interval (mathematics)EngineeringWind powerWind speedDecision analysisRayleigh distributionWeibull distributionNonlinear programmingInteger programmingMathematical optimizationOperations research

摘要: Abstract The investment decision on generation capacity of a wind park is difficult when studies or data are neither available nor sufficient to provide adequate information for developing power project. Although new measurement possible but it definitely time consuming. To determine the optimum capacity, analysis techniques proposed in this paper cope with uncertainties arising from speed distribution and power–speed characteristics. modeled measured data, Rayleigh distribution, Weibull distribution. curve turbine cut-in rated by using linear, parabolic, cubic, quadratic optimization model formulated as mixed-integer nonlinear programming problem. constraints considered interval bounds so that set feasible solutions obtained. solution can be determined profit-to-cost profit-to-area ratios performance metrics investment. Decision rules then applied overcome uncertainty problem refine plan. procedure has been tested project Electricity Generating Authority Thailand.

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