Title :
On distributed charging control of electric vehicles with power network capacity constraints
Author :
Wann-Jiun Ma ; Gupta, V. ; Topcu, Ufuk
Author_Institution :
Dept. of Electr. Eng., Univ. of Notre Dame, Notre Dame, IN, USA
Abstract :
We consider the problem of optimally scheduling the charging of electric vehicles to obtain a favorable total load profile. A large collection of our main contribution is to account for the capacity constraints induced by the power grid distribution lines and other components such as transformers in scheduling. We propose three distributed algorithms to minimize the total load variance while satisfying the capacity in the power network. These algorithms provide a trade-off between the convergence speed and the amount of communication required. We study the effectiveness of the algorithms through analysis and simulation.
Keywords :
distributed control; electric variables control; electric vehicles; distributed algorithm; distributed charging control; electric vehicles; power grid distribution lines; power network capacity constraints; total load profile; Aggregates; Algorithm design and analysis; Companies; Convergence; Distributed algorithms; Optimization; Vectors; Optimization algorithms; Power systems;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6859139