Title :
Consensus based approach for economic dispatch problem in a smart grid
Author :
Sicong Tan ; Shiping Yang ; Jian-Xin Xu
Author_Institution :
NUS Grad. Sch. for Integrative Sci. & Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
Economic dispatch problem (EDP) is an important problem in the smart grid. Its aim is to minimize the total cost when generating certain amount of power. This paper proposes a novel consensus based algorithm to solve EDP in a distributed fashion. The quadratic cost functions are adopted in the problem formulation, and the strongly connected communication topology is used for the information exchange. Unlike the centralized approach, the proposed algorithm allows generators to learn the mismatch information between demand and total power generation through a distributed manner. The estimated mismatch information is used as a feedback to adjust current power generation by each generator. With a tactical initial setup, generators can automatically minimize the total cost in a collective sense while satisfying power balance equation.
Keywords :
distributed power generation; power generation dispatch; power generation economics; smart power grids; EDP; centralized approach; connected communication topology; consensus based approach; current power generation; distributed generators; economic dispatch problem; estimated mismatch information; information exchange; power balance equation; quadratic cost functions; smart grid; total cost minimization; Cost function; Educational institutions; Eigenvalues and eigenfunctions; Generators; Power generation; Smart grids; Topology;
Conference_Titel :
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location :
Vienna
DOI :
10.1109/IECON.2013.6699440