Solving multi-objective optimal power flow using differential evolution |
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Authors: | Varadarajan M. Swarup K.S. |
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Affiliation: | Dept. of Electr. Eng., Indian Inst. Technol. Madras, Chennai; |
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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. |
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