TY - GEN
T1 - Stochastic programming for energy planning in microgrids with renewables
AU - Martinez, Gabriela
AU - Gatsis, Nikolaos
AU - Giannakis, Georgios B
PY - 2013
Y1 - 2013
N2 - Energy management for a microgrid featuring distributed generation from conventional and renewable energy sources and adjustable loads is the theme of this paper. The microgrid is connected to the main grid, thus enabling energy import from and export to the main grid. A two-stage stochastic programming formulation is developed, where first-stage decisions are the conventional generation schedules and adjustable load set points, while second-stage decisions include energy transactions with the main grid as well as load adjustments made in real time. The two-stage problem is reformulated as an equivalent linear program. Simulated tests demonstrate the interplay between the various energy management decisions.
AB - Energy management for a microgrid featuring distributed generation from conventional and renewable energy sources and adjustable loads is the theme of this paper. The microgrid is connected to the main grid, thus enabling energy import from and export to the main grid. A two-stage stochastic programming formulation is developed, where first-stage decisions are the conventional generation schedules and adjustable load set points, while second-stage decisions include energy transactions with the main grid as well as load adjustments made in real time. The two-stage problem is reformulated as an equivalent linear program. Simulated tests demonstrate the interplay between the various energy management decisions.
UR - http://www.scopus.com/inward/record.url?scp=84894206918&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84894206918&partnerID=8YFLogxK
U2 - 10.1109/CAMSAP.2013.6714110
DO - 10.1109/CAMSAP.2013.6714110
M3 - Conference contribution
AN - SCOPUS:84894206918
SN - 9781467331463
T3 - 2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2013
SP - 472
EP - 475
BT - 2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2013
T2 - 2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2013
Y2 - 15 December 2013 through 18 December 2013
ER -