Minimization of load shedding by sequential use of linear programming and particle swarm optimization

Authors

MEHRDAD TARAFDAR HAGH
SADJAD GALVANI

DOI

10.3906/elk-1003-31

Abstract

Minimization of load shedding during contingency conditions is solved as an optimization problem. As a new topic, instead of local load shedding, total load shedding of a large power system is considered. Power generation rescheduling is considered to minimize the load shedding, as well. Different importance factors for buses are also considered. The linear programming method (LP) is used to solve this problem in a short period of time without considering some power system constraints. Particle swarm optimization (PSO) is also used to solve the problem by considering all power system constraints, but with a longer solving time. Finally, a new method, the sequential use of LP and PSO, is proposed, which is faster than PSO and considers all constraints. The IEEE 14 bus test system is used to compare the performance of the mentioned methods and a comparison of the proposed algorithm and genetic algorithm is accomplished.

Keywords

Contingency, generation rescheduling, load shedding, linear programming, PSO

First Page

551

Last Page

563

Recommended Citation

HAGH, MEHRDAD TARAFDAR and GALVANI, SADJAD (2011) "Minimization of load shedding by sequential use of linear programming and particle swarm optimization," Turkish Journal of Electrical Engineering and Computer Sciences: Vol. 19: No. 4, Article 3. https://doi.org/10.3906/elk-1003-31
Available at: https://journals.tubitak.gov.tr/elektrik/vol19/iss4/3