TY - JOUR
T1 - Multicriteria transformer asset management with maintenance and planning perspectives
AU - Campelo, Felipe
AU - Batista, Lucas
AU - Takahashi, Ricardo H.C.
AU - Diniz, Henrique
AU - Carrano, Eduardo G.
PY - 2016/6/9
Y1 - 2016/6/9
N2 - Strategic asset management of transformer fleets in electrical power systems is a critical aspect for distribution utilities. In this study, an integrated framework for multicriteria asset management is presented. A multiobjective optimisation model is deployed, simultaneously minimising the maintenance costs and the predicted cost of unexpected failures, based on statistical estimates of failure probability and on the expected economic impact of failures. A multicriteria decision-support system is used for the selection of the recommended maintenance policy for a given time window. A criticality score for each transformer, which can assist planning engineers in defining replacement investments, is also provided. The application of the proposed framework is illustrated using the database of Brazilian power distribution utility CEMIG.
AB - Strategic asset management of transformer fleets in electrical power systems is a critical aspect for distribution utilities. In this study, an integrated framework for multicriteria asset management is presented. A multiobjective optimisation model is deployed, simultaneously minimising the maintenance costs and the predicted cost of unexpected failures, based on statistical estimates of failure probability and on the expected economic impact of failures. A multicriteria decision-support system is used for the selection of the recommended maintenance policy for a given time window. A criticality score for each transformer, which can assist planning engineers in defining replacement investments, is also provided. The application of the proposed framework is illustrated using the database of Brazilian power distribution utility CEMIG.
UR - https://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2015.1112
U2 - 10.1049/iet-gtd.2015.1112
DO - 10.1049/iet-gtd.2015.1112
M3 - Article
SN - 1751-8687
VL - 10
SP - 2087
EP - 2097
JO - IET Generation, Transmission and Distribution
JF - IET Generation, Transmission and Distribution
IS - 9
ER -