Title :
Transmission expansion plan: Ordinal and metaheuristic multiobjective optimization
Author :
Molina, Juan D. ; Rudnick, Hugh
Author_Institution :
Dept. of Electr. Eng., Pontificia Univ. Catolica de Chile, Santiago, Chile
Abstract :
Electric energy transmission is essential for the operation of competitive energy markets. Transmission expansion planning has been defined as a complex combinatorial optimization problem. This work puts forward a description of the solution techniques and alternatives to implement the transmission system´s expansion. A model that considers Multi-objective Optimization - MOO - criteria is proposed under the concepts of Tabu Search - TS - Ordinal Optimization - OO - and Pareto optimality. The model proposed generates expansion plans under the Pareto optimality approach. It shows acceptable solutions under robustness and algorithmic speed criteria. The results obtained in the test systems show that the model developed is effective to find the solution for the combinatorial problem. Multi-objective optimization defines a set of feasible solutions that establishes expansion plans scenarios.
Keywords :
Pareto optimisation; combinatorial mathematics; power markets; power transmission planning; search problems; Pareto optimality; Tabu search; competitive energy market; complex combinatorial optimization problem; metaheuristic multiobjective optimization; ordinal optimization; transmission system expansion plan; Genetic algorithms; Investments; Load flow; Optimization; Planning; Robustness; Tabu search; Transmission network expansion planning; combinatorial optimization; metaheuristics; multiobjective optimization; ordinal optimization;
Conference_Titel :
PowerTech, 2011 IEEE Trondheim
Conference_Location :
Trondheim
Print_ISBN :
978-1-4244-8419-5
Electronic_ISBN :
978-1-4244-8417-1
DOI :
10.1109/PTC.2011.6019175