Title :
Maclaurin series-based lagrangian method for economic dispatch with valve-point effect
Author :
Hemamalini, S. ; Simon, Sishaj P.
Author_Institution :
Dept. of Electr. & Electron. Eng., Nat. Inst. of Technol., Tiruchirappalli, India
fDate :
9/1/2009 12:00:00 AM
Abstract :
Power utilities in general use Lagrangian method to solve economic dispatch (ED) problem for ease of implementation. This is possible only if the cost function of generating units is convex. Owing to valve-point effect exhibited by multi-valve steam turbines, the cost function is non-convex. The Maclaurin series-based Lagrangian method is proposed to solve complicated, non-convex and non-linear ED problems. In this method, the rectified sinusoid function is represented by Maclaurin sine series expansion and is solved using the Lagrangian method. The problem is solved iteratively using lambda iteration method. The proposed methodology is validated using IEEE 30-bus test system. In addition, the effectiveness of the new algorithm is demonstrated with 3, 13 and 40 generator test systems available in the literature. The results obtained substantiate the applicability of the proposed method for solving ED problems with non-smooth cost functions at par with stochastic search techniques generally used.
Keywords :
electricity supply industry; iterative methods; power generation dispatch; power generation economics; steam turbines; IEEE 30-bus test system; Lagrangian method; Maclaurin sine series expansion; economic dispatch problem; generating unit; lambda iteration method; multivalve steam turbine; nonconvex nonlinear ED problem; nonsmooth cost function; power utility; sinusoid function; stochastic search technique; valve-point effect;
Journal_Title :
Generation, Transmission & Distribution, IET
DOI :
10.1049/iet-gtd.2008.0499