TY - JOUR
T1 - Charging coordination of Plug-In electric vehicles in distribution networks with capacity constrained feeder lines
AU - Ma, Zhongjing
AU - Yang, Nan
AU - Zou, Suli
AU - Shao, Yunfeng
N1 - Publisher Copyright:
© 1993-2012 IEEE.
PY - 2018/9
Y1 - 2018/9
N2 - We study the charging control of plug-in electric vehicles in distribution networks with capacity constrained feeder lines. It is usually challenging to design an effective decentralized method to implement the optimal solution for the formulated constrained optimization problems due to the coupling relationship of charging behaviors on the constrained distribution network system. Alternatively, in this brief, in order to avoid possible overloading on the feeder lines, we propose a gradient projection-based decentralized method such that the step size is properly adjusted. We show that by applying the proposed method, the system converges and the implemented solution satisfies the capacity constraints of feeder lines. Simulation results show that the proposed method can effectively avoid possible overloads on the feeder lines in distribution networks.
AB - We study the charging control of plug-in electric vehicles in distribution networks with capacity constrained feeder lines. It is usually challenging to design an effective decentralized method to implement the optimal solution for the formulated constrained optimization problems due to the coupling relationship of charging behaviors on the constrained distribution network system. Alternatively, in this brief, in order to avoid possible overloading on the feeder lines, we propose a gradient projection-based decentralized method such that the step size is properly adjusted. We show that by applying the proposed method, the system converges and the implemented solution satisfies the capacity constraints of feeder lines. Simulation results show that the proposed method can effectively avoid possible overloads on the feeder lines in distribution networks.
KW - Capacity constraints of feeder lines
KW - constrained optimization problem
KW - decentralized coordination method
KW - distribution network
KW - gradient projection method
KW - plug-in electric vehicles (PEVs)
UR - http://www.scopus.com/inward/record.url?scp=85029161591&partnerID=8YFLogxK
U2 - 10.1109/TCST.2017.2730825
DO - 10.1109/TCST.2017.2730825
M3 - Article
AN - SCOPUS:85029161591
SN - 1063-6536
VL - 26
SP - 1917
EP - 1924
JO - IEEE Transactions on Control Systems Technology
JF - IEEE Transactions on Control Systems Technology
IS - 5
M1 - 8004523
ER -