Universiti Teknologi Malaysia Institutional Repository

Application of differential evolution algorithm in transmission expansion planning

Al Hamrouni, Ibrahim and Khairuddin, Azhar and Salem, M. (2013) Application of differential evolution algorithm in transmission expansion planning. In: 2013 International Conference on Mechatronics, Applied Mechanics and Energy Engineering, MAMEE 2013, 27th-29th July 2013, Singapore.

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Abstract

Transmission expansion planning has become a complicated procedure more than it was. The rapid growth of the transmission networks and the deregulation has introduced more objectives and uncertainties to the transmission network planners. As a result of that, new approach and criteria that can replace the old ones are needed for TEP problem. The main goal of this process is to locate the additional transmission lines that must be added to meet the forecasted load in the system adequately with minimum cost. There have been several methods applied for this purpose; mathematical optimization methods, heuristic and Meta heuristic methods. This paper reviews the use of Meta heuristic method by the means of differential evolution algorithm (DEA) to solve this multi objective optimization problem. In addition, some suggestions have been made by the author that can make the DEA more efficient and applicable in the real world networks.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:differential evolution algorithm applications, meta-heuristics, optimization, transmission expansion planning
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:Electrical Engineering
ID Code:50907
Deposited By: Haliza Zainal
Deposited On:27 Jan 2016 01:53
Last Modified:02 Sep 2017 18:12

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