Title :
A modified Branch and Bound algorithm to solve the transmission expansion planning problem
Author :
Delgado, M.A.J. ; Pourakbari-Kasmaei, Mahdi ; Rider, Marcos J.
Author_Institution :
Dept. of Electr. & Electron. Eng., UNESP, Ilha Solteira, Brazil
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.
Keywords :
integer programming; nonlinear programming; power transmission planning; tree searching; 46-Bus South Brazilian test systems; AMPL; B&B algorithm; B&B tree; B&BML algorithm; Bolivian 57-Bus; Colombian 93-Bus; Garver 6-Bus; IEEE 24-Bus; MINLP problems; long-term transmission expansion planning; nonconvex mixed integer nonlinear programming problem; novel branch and bound algorithm; open source Ipopt solver; search region; Convergence; Linear programming; Mathematical model; Optimization; Planning; Programming; Search problems; Branch and Bound algorithm; nonlinear mixed integer programming; transmission expansion planning;
Conference_Titel :
Environment and Electrical Engineering (EEEIC), 2013 13th International Conference on
Conference_Location :
Wroclaw
Print_ISBN :
978-1-4799-2802-6
DOI :
10.1109/EEEIC-2.2013.6737914