DocumentCode :
3580010
Title :
Optimal economic dispatch by fast distributed gradient
Author :
Chaojie Li ; Xinghuo Yu ; Wenwu Yu
Author_Institution :
Sch. of Electr. & Comput. Eng., RMIT Univ., Melbourne, VIC, Australia
fYear :
2014
Firstpage :
571
Lastpage :
576
Abstract :
Concerning on optimal economic dispatch, interior point method via 6-logarithmic barrier is employed to reformulate the cost function of power generation. Fully distributed technology-enabled algorithm is developed to solve the economic dispatch. More specifically, the minimum connected dominating set based distributed algorithm aims at efficiently allocating the task of supply-demand balance for the whole power grid. A fast gradient based distributed optimization method is designed to fast converge to optimal solution. The simulations illustrate the effectiveness and good performance of our algorithms.
Keywords :
distributed algorithms; gradient methods; optimisation; power generation dispatch; power generation economics; power grids; 6-logarithmic barrier; fast gradient based distributed optimization method; fully distributed technology-enabled algorithm; interior point method; minimum connected dominating set based distributed algorithm; optimal economic dispatch; power generation cost function; power grid; supply-demand balance; Convergence; Economics; Linear programming; Power generation; Power grids; Topology; Trajectory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Automation Robotics & Vision (ICARCV), 2014 13th International Conference on
Type :
conf
DOI :
10.1109/ICARCV.2014.7064367
Filename :
7064367
Link To Document :
بازگشت