Title :
Convergence Analysis of the Incremental Cost Consensus Algorithm Under Different Communication Network Topologies in a Smart Grid
Author :
Zhang, Ziang ; Chow, Mo-Yuen
Author_Institution :
Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC, USA
Abstract :
In a smart grid, effective distributed control algorithms could be embedded in distributed controllers to properly allocate electrical power among connected buses autonomously. By selecting the incremental cost of each generation unit as the consensus variable, the incremental cost consensus (ICC) algorithm is able to solve the conventional centralized economic dispatch problem in a distributed manner. The mathematical formulation of the algorithm has been presented in this paper. The results of several case studies have also been presented to show that the difference between network topologies will influence the convergence rate of the ICC algorithm.
Keywords :
distributed control; distributed power generation; mathematical analysis; power distribution control; power generation control; power generation dispatch; power generation economics; smart power grids; telecommunication network topology; ICC algorithm; bus connection; centralized economic dispatch problem; communication network topology; convergence analysis; distributed control algorithm; electrical power allocation; incremental cost consensus algorithm; mathematical formulation; smart grid; Convergence; Distributed control; Heuristic algorithms; Multiagent systems; Network topology; Smart grids; Distributed control; economic dispatch; leader-follower consensus; multi-agent system; smart grid;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2012.2188912