IEEE Transactions on Power Systems · 2008 · 222 citations · 17 references
EngineeringEnvironmental EngineeringEnergy ManagementEnergy SystemsOptimizationEnergy Management SystemsEnergy StorageEnergy System ModelingRenewable EnergyStorage EngineeringWind Energy SystemsEnergy Storage OptimizationEnergy Storage System ModelingEnergy Storage System OptimizationEnergy Storage SystemsGrid-scale Energy StorageStorage Capacity SizingSystem Sizing OptimizationWind-diesel Hybrid Systems
Wind-diesel systems represent a proactive step towards sustainable remote communities. However, for high ratios of wind energy, the necessity of a dump load and the diesel operating constraints need to be considered. Energy storage systems offer a means of optimizing energy use and further reducing consumption of diesel fuel. This paper proposes a methodology for storage sizing based on stochastic optimization. The problem is formulated and solved using representative data. The dependence of storage sizing and the cost of delivered energy on wind penetration levels, storage efficiency, and diesel operating strategies are considered. Results demonstrate that for high wind penetration, the availability of storage, together with an appropriate diesel operating approach, can result in significant cost savings in terms of fuel and operating costs.
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C. Grigg, P. Wong, P. F. Albrecht et al. · IEEE Transactions on Power Systems · 1999 · 3.1K citations
Engineering, Electrical Engineering, Systems Engineering +15
Introduction to Stochastic Programming
J M Wilson · Journal of the Operational Research Society · 1998 · 1.7K citations