Title :
Solving multi-objective optimal power flow using differential evolution
Author :
Varadarajan, M. ; Swarup, K.S.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. Technol. Madras, Chennai
fDate :
9/1/2008 12:00:00 AM
Abstract :
A differential evolution approach to solve optimal power flow problem with multiple and competing objectives is presented. Two sub-problems of optimal power flow namely active power dispatch and reactive power dispatch are considered. The problem is formulated as a nonlinear constrained true multi-objective optimisation problem with competing objectives. Constrain-domination approach have been used to handle inequality constraints, which eliminates the use of penalty factors. The performance of the proposed approach was tested on standard IEEE 30-bus system and is compared with a conventional method. The result demonstrates the capability of the proposed approach to generate diverse and well-distributed Pareto-optimal solutions.
Keywords :
Pareto optimisation; load dispatching; load flow; optimisation; reactive power; IEEE 30-bus system; Pareto-optimal solutions; active power dispatch; constrain-domination approach; differential evolution approach; multiobjective optimal power flow; multiobjective optimisation problem; penalty factors; power flow problem; reactive power dispatch;
Journal_Title :
Generation, Transmission & Distribution, IET
DOI :
10.1049/iet-gtd:20070457