Title :
Optimized operation and stabilization of microgrids with multiple energy resources
Author :
Tanabe, T. ; Ueda, Y. ; Suzuki, S. ; Ito, T. ; Sasaki, N. ; Tanaka, T. ; Funabashi, T. ; Yokoyama, R.
Author_Institution :
Meidensha Corp., Tokyo
Abstract :
A microgrid supply/demand control system is proposed. In this control system, operation planning is realized based on generation and load forecasting by using artificial neural network and fuzzy systems. Unit commitment of generation includes start/stop of power generation and energy storage. Load following function is accomplished based on PI control scheme. To compensate for the power fluctuation in microgrid, power system stabilizer with EDLC is proposed.
Keywords :
PI control; distributed power generation; energy resources; fuzzy neural nets; load forecasting; power generation control; power generation dispatch; power generation planning; power system analysis computing; power system stability; PI control scheme; artificial neural network; demand control system; energy storage; fuzzy systems; load following function; load forecasting; microgrid supply; multiple energy resources; operation planning; power fluctuation compensation; power generation; power system stabilizer; unit commitment; Artificial neural networks; Control systems; Energy resources; Energy storage; Fuzzy systems; Load forecasting; Pi control; Power generation; Power generation planning; Power system planning;
Conference_Titel :
Power Electronics, 2007. ICPE '07. 7th Internatonal Conference on
Conference_Location :
Daegu
Print_ISBN :
978-1-4244-1871-8
Electronic_ISBN :
978-1-4244-1872-5
DOI :
10.1109/ICPE.2007.4692352
