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Lola S. Atabaeva
Novosibirsk State Technical University
Computer Science & IT Electrical & Electronics Engineering

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Firefly Algorithm to Opmimal Distribution of Reactive Power Compensation Units Vadim Z. Manusov; Pavel V. Matrenin; Lola S. Atabaeva
International Journal of Electrical and Computer Engineering (IJECE) Vol 8, No 3: June 2018
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (432.622 KB) | DOI: 10.11591/ijece.v8i3.pp1758-1765

Abstract

The issue of electric power grid mode of optimization is one of the basic directions in power engineering research. Currently, methods other than classical optimization methods based on various bio-heuristic algorithms are applied. The problems of reactive power optimization in a power grid using bio-heuristic algorithms are considered. These algorithms allow obtaining more efficient solutions as well as taking into account several criteria. The Firefly algorithm is adapted to optimize the placement of reactive power sources as well as to select their values. A key feature of the proposed modification of the Firefly algorithm is the solution for the multi-objective optimization problem. Algorithms based on a bio-heuristic process can find a neighborhood of global extreme, so a local gradient descent in the neighborhood is applied for a more accurate solution of the problem. Comparison of gradient descent, Firefly algorithm and Firefly algorithm with gradient descent is carried out.
Co-Authors Pavel V. Matrenin Vadim Z. Manusov