Stochastic Control With Bounded Sample Paths: An Application to Reservoir Systemsby S. G. Fletcher, Univ of Waterloo, Waterloo, Canada,
K. Ponnambalam, Univ of Waterloo, Waterloo, Canada,
Abstract: The consideration of at least the first two statistical moments for the storage volumes of a reservoir system is crucial in an analysis aimed at determining the optimal operations policies subject to reliability constraints. Stochastic differential equations have been commonly used to model the dynamics of a reservoir system for such optimization problems. In this paper, a new formulation of the dynamics of the reservoir system is proposed using indicator functions, where no assumption is made on the probability distribution of the storage state variable.
Subject Headings: Stochastic processes | Reservoirs | Control systems | Optimization models | Water storage | Differential equations | Dynamic models | System analysis
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