DocumentCode
2759828
Title
Environmental and economical optimization of microgrid long term operational planning including PV-based active generators
Author
Kanchev, Hristiyan ; Lazarov, Vladimir ; Francois, B.
Author_Institution
Fac. of Electr. Eng., Tech. Univ. of Sofia, Sofia, Bulgaria
fYear
2012
fDate
4-6 Sept. 2012
Abstract
Large scale penetration of Renewable Energy-Based Generators (REBG) and Distributed Energy Resources (DER) requires an evolution of the classical dispatching of conventional generators in power systems. A step towards the Smart Grid is to integrate locally REBG, conventional generators and loads in clusters called microgrids. This paper presents a microgrid energy management optimization in the presence of PV-based active generators. Based on predictions of the available energy from PV generators, energy storage availability and the power demand from the loads, the Microgrid Central Energy Management System (MCEMS) elaborates a 24 hour ahead operational planning using the approach of unit commitment by dynamic programming. The optimization objective function is either the CO2 equivalent emissions (environmental criteria), the fuel consumption (economical criteria) or a tradeoff between these two. In order to reduce uncertainty in forecasted values for PV production or load demand, a medium term energy management recalculates the generators power references one hour ahead if necessary.
Keywords
AC generators; air pollution; carbon compounds; distributed power generation; dynamic programming; energy management systems; energy storage; photovoltaic power systems; power generation dispatch; power generation economics; power generation planning; power generation scheduling; smart power grids; CO2; DER; MCEMS; PV production; PV-based active generators; REBG large scale penetration; distributed energy resources; dynamic programming; economical optimization; energy storage availability; environmental optimization; equivalent emissions; fuel consumption; generator dispatching; load demand; medium term energy management; microgrid central energy management system; microgrid energy management optimization; microgrid long term operational planning; optimization objective function; power demand; power systems; renewable energy-based generators; smart grid; time 24 hour; unit commitment; Dynamic programming; Energy management; Fuels; Generators; Optimization; Turbines; Microgrid; control; cost; distributed energy resources; emission; optimization; reduction; renewable energy; smart grid;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Electronics and Motion Control Conference (EPE/PEMC), 2012 15th International
Conference_Location
Novi Sad
Print_ISBN
978-1-4673-1970-6
Electronic_ISBN
978-1-4673-1971-3
Type
conf
DOI
10.1109/EPEPEMC.2012.6397454
Filename
6397454
Link To Document