Title :
Stochastic analysis and simulation of grid-connected wind energy conversion system
Author :
Mohammed, Hadiza ; Nwankpa, Chika O.
Author_Institution :
Drexel Univ., Philadelphia, PA, USA
fDate :
3/1/2000 12:00:00 AM
Abstract :
An increasing presence of renewable energy forms, due to environmental and socio-economic reasons, in the electric power industry necessitates an assessment of the impact of these sources, on a conventional electric utility. This assessment incorporates stochastic theory to investigate the security and stability of a wind energy conversion system (WECS) on an electrical utility to quantify the limits of such a system´s operation. This paper presents a model that captures the uncertainties in the system load at the wind generator bus, a method that approximates the randomness experienced by the system. Future dynamic models in development will capture noise due to wind effects. A simple model of a grid-connected WECS is presented. An index of reliability is also determined known as the mean first passage time (MFPT), the time taken for the system to leave its stability region
Keywords :
load (electric); power system security; power system stability; stochastic processes; wind power plants; wind turbines; WECS; dynamic models; electrical utility; grid-connected wind energy conversion system; load fluctuations; mean first passage time; noise capture; reliability index; renewable energy; security; simulation; socio-economic reasons; stability; stochastic analysis; stochastic theory; system load uncertainties; wind energy conversion system; wind generator bus; wind parks; wind turbines; Analytical models; Power industry; Power system security; Power systems; Renewable energy resources; Stability; Stochastic processes; Uncertainty; Wind energy; Wind energy generation;
Journal_Title :
Energy Conversion, IEEE Transactions on