Dynamic and efficient brokering of energy suppliers and consumers in a smart grid
Source of Publication
Proceedings of the 2nd International Conference on Intelligent Green Building and Smart Grid, IGBSG 2016
© 2016 IEEE. One of the fundamental tasks of a smart-grid is achieving an optimal balance between the supplied and consumed energy in the grid. The optimal balance avoids underutilisation as well as overloading of energy sources; minimises the cost of energy transportation and storage; and reduces the price of energy. In this paper we propose a stochastic model for associating energy-suppliers with consumers having matching characteristics in a probabilistic sense. The optimal number of users a particular supplier can serve is described in terms of the probability density functions of its energy production and the demand of consumers. We shall demonstrate both analytically and numerically that an optimal balance can be achieved when the supplied energy, the demand for energy, and the number of users associated with a particular supplier, all, have a normally distributed probability distribution function (pdf).
Institute of Electrical and Electronics Engineers Inc.
Electrical and Computer Engineering
optimal number of consumers, probabilistic model, probability distribution function, Smart grid, supply-demand model
Dargie, Waltenegus; Alfandi, Omar; and Badra, Mohamad, "Dynamic and efficient brokering of energy suppliers and consumers in a smart grid" (2016). All Works. 1343.
Indexed in Scopus