Piecewise Affine Dispatch Policies For Economic Dispatch Under Uncertainty

National Harbor, MD(2014)

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摘要
Stochastic optimization has become one of the fundamental mathematical frameworks for modeling power systems with important sources of uncertainty in the demand and supply sides. In this framework, a main challenge is to find optimal dispatch policies and settlement schemes that support a market equilibrium. In this paper, the economic dispatch under linear network constraints and resource uncertainty is revisited. Piecewise affine continuous dispatch policies and locational prices that support a market equilibrium using a two-settlement scheme are derived. We find that the ex-post locational prices are piecewise affine continuous functions of the system uncertainties.
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关键词
optimisation,power generation dispatch,power generation economics,power markets,pricing,economic dispatch,ex-post locational prices,fundamental mathematical frameworks,linear network constraint,market equilibrium,optimal dispatch policy,piecewise affine continuous dispatch policy,piecewise affine continuous functions,power system modeling,resource uncertainty,stochastic optimization,system uncertainties,two-settlement scheme,optimization,computational modeling,uncertainty,mathematical model,stochastic processes,power systems
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