Title :
A Smart Grid Intelligent Control Framework
Author :
Yilmaz, Muhittin ; Dhansri, Naren Reddy
Author_Institution :
Electr. Eng. & Comput. Sci., Texas A&M Univ. - Kingsville, Kingsville, TX, USA
Abstract :
This paper presents an intelligent control framework in smart grids that integrate three renewable and nonrenewable energy sources for superior economical and environmental operations. The hydro and steam power plants are considered to be controllable energy sources while the wind turbine is treated as an exogenous energy source. The proposed intelligent feedback control framework optimizes the smart grid power generation by perfectly tracking the load demand fluctuations or by maximizing economical and ecological benefits under an uncertain renewable wind energy source. Numerical results demonstrate that the proposed framework is a viable approach to integrate various energy sources for real-time smart grid implementations.
Keywords :
feedback; hydroelectric power stations; intelligent control; power generation control; power generation economics; renewable energy sources; smart power grids; steam power stations; wind turbines; economical operation; environmental operation; exogenous energy source; hydropower plant; load demand fluctuation; nonrenewable energy source; renewable wind energy source; smart grid intelligent feedback control framework; smart grid power generation; steam power plant; wind turbine; Automatic generation control; Intelligent control; Smart grids; Valves; Wind turbines;
Conference_Titel :
Green Technologies Conference, 2012 IEEE
Conference_Location :
Tulsa, OK
Print_ISBN :
978-1-4673-0968-4
Electronic_ISBN :
2166-546X
DOI :
10.1109/GREEN.2012.6200983