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An Efficient Scenario-Based Stochastic Model for Dynamic Operational Scheduling of Community Microgrids with High Penetration Renewables. (arXiv:1711.05614v1 [math.OC])
来源于:arXiv
The supply of electrical energy is being increasingly sourced from renewable
generation resources. The variability and uncertainty of renewable generation,
compared to a dispatch-able plant, is a significant dissimilarity of concern to
the traditionally reliable and robust distribution systems. In order to reach
the optimal operation of community Micro-grids including various Distributed
Energy Resource, the stochastic nature of renewable generation should be
considered in the decision-making process. To this end, this paper proposes a
stochastic scenario based model for optimal dynamic energy management of
Micro-grids with the goal of cost and emission minimization as well as
reliability maximization. In the proposed model, the uncertainties of load
consumption and also, the available output power of wind and photo-voltaic
units are modeled by a scenario-based stochastic programming. Through this
method, the inherent stochastic nature of the proposed problem is released and
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