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A Lagrangian Decomposition Model for Unit Commitment Problem
Author(s) -
S. Maheswari,
C. Vijayalakshmi
Publication year - 2012
Publication title -
international journal of computer applications
Language(s) - English
Resource type - Journals
ISSN - 0975-8887
DOI - 10.5120/6156-8550
Subject(s) - computer science , decomposition , lagrangian , unit (ring theory) , lagrangian relaxation , operations research , mathematical optimization , mathematics , mathematics education , chemistry , organic chemistry
This paper designs an optimization model for Unit Commitment Problem (UCP) which is formulated as a Non Linear Programming Problem (NLPP) with respect to various constraints. The model can be solved by Lagrangian Decomposition (LD) problem and it is obtained by relaxing the constraints from NLPP using Lagrangian Relaxation Method. Generation scheduling is used to find the maximum demand utilized in the planning horizon by the minimum generation cost. It reveals the fact that Maximum profit can be achieved for power generating utility in order to supply the load in a reliable manner. Based on the numerical calculations and graphical representations, the optimum value is obtained by the proposed model for electrical power system cycles.

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