Uncertainty modeling in optimal operation of energy hub in presence of wind, storage and demand response.

Highlights: [•] We develop an energy hub by wind, storage and demand response in distribution network. [•] We present two objective functions for the hub operation under certainty and uncertainty of wind, price and demand. [•] We consider operation costs, emission and reliability in the objective function. [•] We apply two stage stochastic programming of GAMS for solving the hub MILP model under uncertainty. [•] We evaluate effect of DERs and the uncertainties on hub operation costs and reliability in nine cases. [Copyright &y& Elsevier]