Modified Particle Swarm Method for the Generator Maintenance Scheduling by Reliability Criteria
2021 IEEE 62nd International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON 2021)
2021
P. Gubin,
V. Oboskalovs,
Anatolijs Mahņitko,
Aleksandrs Gavrilovs
Today increasing attention is being paid to digital transformation of all industry spheres as a whole and electrical power industry in particular. In this case, interests of scientific society are related again to maintenance scheduling of power system equipment since real-time equipment condition control techniques integrated in repair planning procedures could significantly contribute to economical effectiveness and reliability of existing networks. On this occasion metaheuristic approaches are effective means to solve the problem stated. Basing on generation adequacy mathematical formulation of the problem, the research considers possible modification of the conventional particle swarm method being widely referred to in scientific literature as a powerful instrument for optimization. The enhancement proposed being very simple itself does improve convergence of scheduling procedure and could be applied to find optimal maintenance plan of generating equipment in practice when planning constraints must be considered.
Atslēgas vārdi
power system; generator maintenance scheduling; particle swarm method; differential evolution method; directed search method; reliability; generation adequacy
DOI
10.1109/RTUCON53541.2021.9711690
Hipersaite
https://ieeexplore.ieee.org/document/9711690
Gubin, P., Oboskalovs, V., Mahņitko, A., Gavrilovs, A. Modified Particle Swarm Method for the Generator Maintenance Scheduling by Reliability Criteria. No: 2021 IEEE 62nd International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON 2021), Latvija, Riga, 15.-17. novembris, 2021. Piscataway: IEEE, 2021, 62.-67.lpp. ISBN 978-1-6654-3805-6. e-ISBN 978-1-6654-3804-9. Pieejams: doi:10.1109/RTUCON53541.2021.9711690
Publikācijas valoda
English (en)