IEEE Transactions on Power Systems · 2015 · 96 citations · 24 references
Natural ResourcesEnvironmental EngineeringEnergy EconomicsStochastic ModelingUncertainty QuantificationCarbon Emissions ManagementCarbon Mitigation PlanningRenewable EnergyCarbon DioxideEmissions Uncertainty AnalysisGreenhouse Gas EmissionsGreenhouse Gas Emissions AssessmentPortfolio Standard SettingStochastic Energy ModelingStochastic Integer ProgrammingTwo-stage Stochastic Programming
With increasing concerns about greenhouse gas emissions, a least-cost generation capacity expansion model to control carbon dioxide (CO <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</sub> ) emissions is proposed in this paper. The mathematical model employs a decomposed two-stage stochastic integer program. Realizations of uncertain load and wind are represented by independent and identically distributed (i.i.d.) random samples generated via the Gaussian copula method. Two policies that affect CO <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</sub> emissions directly and indirectly, carbon tax and renewable portfolio standard (RPS), are investigated to assess how much CO <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</sub> emissions are expected to be reduced through those policies.
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