Title :
Unit commitment by dynamic programming for microgrid operational planning optimization and emission reduction
Author :
Kanchev, Hristiyan ; Francois, B. ; Lazarov, Vladimir
Abstract :
This paper presents a 24 hour ahead microgrid power planning using the approach of unit commitment by dynamic programming. The studied system comprises twelve PV-based active generators with embedded storage and three micro gas turbines. Based on the prediction of the energy available from the PV generator, the storage availability, the micro turbine emission characteristics and the load prediction, a central energy management system calculates a 24-hour ahead plan of the power references for three micro gas turbines and the active generators in order to minimize the CO2 equivalent emissions of the gas turbines1.
Keywords :
AC generators; air pollution control; distributed power generation; dynamic programming; energy management systems; gas turbines; photovoltaic power systems; power generation planning; power grids; CO2; PV-based active generators; central energy management system; dynamic programming; embedded storage; emission reduction; microgas turbines; microgrid operational planning optimization; microturbine emission characteristics; power references; time 24 hour; unit commitment; Smart grid; dynamic programming; emissions minimization; energy management; micro grid; optimization; renewable energy; unit commitment;
Conference_Titel :
Electrical Machines and Power Electronics and 2011 Electromotion Joint Conference (ACEMP), 2011 International Aegean Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4673-5004-4
Electronic_ISBN :
978-1-4673-5002-0
DOI :
10.1109/ACEMP.2011.6490650