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A modified Branch and Bound algorithm to solve the transmission expansion planning problem
- Source :
- 2013 13th International Conference on Environment and Electrical Engineering (EEEIC).
- Publication Year :
- 2013
- Publisher :
- IEEE, 2013.
-
Abstract
- In this paper a novel Branch and Bound (B&B) algorithm to solve the transmission expansion planning which is a non-convex mixed integer nonlinear programming problem (MINLP) is presented. Based on defining the options of the separating variables and makes a search in breadth, we call this algorithm a B&BML algorithm. The proposed algorithm is implemented in AMPL and an open source Ipopt solver is used to solve the nonlinear programming (NLP) problems of all candidates in the B&B tree. Strategies have been developed to address the problem of non-linearity and non-convexity of the search region. The proposed algorithm is applied to the problem of long-term transmission expansion planning modeled as an MINLP problem. The proposed algorithm has carried out on five commonly used test systems such as Garver 6-Bus, IEEE 24-Bus, 46-Bus South Brazilian test systems, Bolivian 57-Bus, and Colombian 93-Bus. Results show that the proposed methodology not only can find the best known solution but it also yields a large reduction between 24% to 77.6% in the number of NLP problems regarding to the size of the systems.
Details
- Database :
- OpenAIRE
- Journal :
- 2013 13th International Conference on Environment and Electrical Engineering (EEEIC)
- Accession number :
- edsair.doi...........ac2a59ea168ccde3310a5c98da69fa39
- Full Text :
- https://doi.org/10.1109/eeeic-2.2013.6737914