Modeling, nonlinear dynamical analysis of a novel power system with random wind power and it's control

► A novel mathematical model of a power system with random wind energy is presented. ► Nonlinear dynamical theory is introduced to analyze the stability of the whole system. ► An adaptive fuzzy control is proposed. ► Theoretical analysis is in good agreement with numerical simulations.