Title :
A Simultaneous Perturbation Approach for Solving Economic Dispatch Problems With Emission, Storage, and Network Constraints
Author :
Yu Xia ; Ghiocel, Scott G. ; Dotta, Daniel ; Shawhan, Daniel ; Kindle, Andrew ; Chow, Joe H.
Author_Institution :
Dept. of Electr., Rensselaer Polytech. Inst., Troy, NY, USA
Abstract :
In this paper, an environmental economic dispatch problem with storage, network, and inter-temporal constraints is considered. An approach based on the simultaneous perturbation technique is proposed to deal with the equality and inequality constraints in the economic dispatch problem. The algorithm has been implemented using Matlab and tested on a 6-bus, 5-generator system and a 140-bus, 48-generator system. The effects of cap-and-trade policies, energy storage, and transmission line flow limits in economic dispatch are discussed. The simulations reveal that the method can handle a variety of constraints with good convergence performance.
Keywords :
air pollution; power generation dispatch; pumped-storage power stations; bus system; cap-and-trade policy; emission constraint; energy storage constraint; environmental economic dispatch problem; generator system; network constraint; simultaneous perturbation approach; transmission line flow; Convergence; Economics; Energy storage; Equations; Generators; Indexes; Water resources; Economic dispatch; Lagrangian relaxation; emission constraints; energy storage; hydro-thermal coordination;
Journal_Title :
Smart Grid, IEEE Transactions on
DOI :
10.1109/TSG.2013.2263111