Title :
Primal dual interior point algorithm for constrained economic load dispatch and optimal power flow
Author :
Dhivya, S. ; Vigneswaran, T.
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
Optimal power flow is an optimization problem which minimizes the total generation dispatch cost satisfying the voltage and reactive power constraints in the electric network. In other words it is an extension of the Constrained Economic Load Dispatch (CELD) model. In this paper generalized Constrained Economic Load Dispatch problem is solved by Primal-Dual Interior Point Algorithm (PDIP) where the Hessian matrix is solved by both analytical and numerical method for various thermal generating units. Secondly, the optimal power flow problem is solved in a non-linear manner based on the Karush-Kuhn-Tucker (KKT) conditions considering the equalities and inequalities simultaneously using the PDIP algorithm for a 3-machine 9-bus system and the minimal cost of operating the generators is determined. The findings affirm the fast convergence, robustness and proficiency of the algorithm used over the other existing methodologies in the literature.
Keywords :
Hessian matrices; load flow; optimisation; power generation dispatch; power generation economics; thermal power stations; CELD model; Hessian matrix; KKT conditions; Karush-Kuhn-Tucker conditions; PDIP algorithm; constrained economic load dispatch model; electric network; generalized constrained economic load dispatch problem; generation dispatch cost; numerical method; optimal power flow problem; optimization problem; primal dual interior point algorithm; reactive power constraints; thermal generating units; Convergence; Economics; Equations; Generators; Load flow; Optimization; Thermal analysis; Constrained Economic Load Dispatch; Optimal power flow; Primal-Dual Interior Point Algorithm;
Conference_Titel :
Power, Energy and Control (ICPEC), 2013 International Conference on
Conference_Location :
Sri Rangalatchum Dindigul
Print_ISBN :
978-1-4673-6027-2
DOI :
10.1109/ICPEC.2013.6527682