Reference
G. Bajracharya, T. Koltunowicz,
R. R.
Negenborn, Z. Papp, D. Djairam, B. De Schutter, and
J. J. Smit, "Optimization of maintenance for
power system equipment using a predictive health model,"
Proceedings of the 2009 IEEE Bucharest Power Tech Conference,
Bucharest, Romania, June-July 2009. Paper 563.
Abstract
In this paper, a model-predictive control based framework is proposed for
modeling and optimization of the health state of power system equipment. In the
framework, a predictive health model is proposed that predicts the health state
of the equipment based on its usage and maintenance actions. Based on the
health state, the failure rate of the equipment can be estimated. We propose to
use this predictive health model to predict the effects of different
maintenance actions. The effects of maintenance actions over a future time
window are evaluated by a cost function. The maintenance actions are optimized
using this cost function. The proposed framework is applied in the optimization
of the loading of transformers based on the thermal degradation of the paper
insulation.
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BibTeX
@inproceedings{BajKol:09-022,
author = {Bajracharya, Gautam and Koltunowicz, Tomasz and Negenborn, Rudi
R. and Papp, Zoltan and Djairam, Dhiradj and De Schutter, Bart
and Smit, Johan J.},
title = {Optimization of Maintenance for Power System Equipment Using a
Predictive Health Model},
booktitle = {Proceedings of the 2009 IEEE Bucharest Power Tech Conference},
address = {Bucharest, Romania},
month = jun # {--} # jul,
year = {2009},
note = {Paper 563}
}