TY - JOUR
T1 - Optimal dispatch of photovoltaic inverters in residential distribution systems
AU - Dall'Anese, Emiliano
AU - Dhople, Sairaj V.
AU - Giannakis, Georgios B.
PY - 2014/4
Y1 - 2014/4
N2 - Low-voltage distribution feeders were designed to sustain unidirectional power flows to residential neighborhoods. The increased penetration of roof-Top photovoltaic (PV) systems has highlighted pressing needs to address power quality and reliability concerns, especially when PV generation exceeds the household demand. A systematic method for determining the active- and reactive-power set points for PV inverters in residential systems is proposed in this paper, with the objective of optimizing the operation of the distribution feeder and ensuring voltage regulation. Binary PV-inverter selection variables and nonlinear power-flow relations render the optimal inverter dispatch problem nonconvex and NP-hard. Nevertheless, sparsity-promoting regularization approaches and semidefinite relaxation techniques are leveraged to obtain a computationally feasible convex reformulation. The merits of the proposed approach are demonstrated using real-world PV-generation and load-profile data for an illustrative low-voltage residential distribution system.
AB - Low-voltage distribution feeders were designed to sustain unidirectional power flows to residential neighborhoods. The increased penetration of roof-Top photovoltaic (PV) systems has highlighted pressing needs to address power quality and reliability concerns, especially when PV generation exceeds the household demand. A systematic method for determining the active- and reactive-power set points for PV inverters in residential systems is proposed in this paper, with the objective of optimizing the operation of the distribution feeder and ensuring voltage regulation. Binary PV-inverter selection variables and nonlinear power-flow relations render the optimal inverter dispatch problem nonconvex and NP-hard. Nevertheless, sparsity-promoting regularization approaches and semidefinite relaxation techniques are leveraged to obtain a computationally feasible convex reformulation. The merits of the proposed approach are demonstrated using real-world PV-generation and load-profile data for an illustrative low-voltage residential distribution system.
KW - Distribution networks
KW - inverter control
KW - optimal power flow (OPF)
KW - photovoltaic (PV) systems
KW - sparsity
KW - voltage regulation
UR - http://www.scopus.com/inward/record.url?scp=84897033088&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84897033088&partnerID=8YFLogxK
U2 - 10.1109/TSTE.2013.2292828
DO - 10.1109/TSTE.2013.2292828
M3 - Article
AN - SCOPUS:84897033088
VL - 5
SP - 487
EP - 497
JO - IEEE Transactions on Sustainable Energy
JF - IEEE Transactions on Sustainable Energy
SN - 1949-3029
IS - 2
M1 - 6719562
ER -