Fuzzy-rough imbalanced learning for the diagnosis of High Voltage Circuit Breaker maintenance: The SMOTE-FRST-2T algorithm

E Ramentol, I Gondres, S Lajes, R Bello… - … Applications of Artificial …, 2016 - Elsevier
For any electric power system, it is crucial to guarantee a reliable performance of its High
Voltage Circuit Breaker (HCVB). Determining when the HCVB needs maintenance is an …

A review of methods for condition monitoring, surveys and statistical analyses of disconnectors and circuit breakers

P Westerlund, P Hilber, T Lindquist… - … Methods Applied to …, 2014 - ieeexplore.ieee.org
There is a need for a new survey of condition-monitoring methods for circuit breakers and
disconnectors, since during the last two decades less than ten surveys have been carried …

[HTML][HTML] Supporting group maintenance through prognostics-enhanced dynamic dependability prediction

JI Aizpurua, VM Catterson, Y Papadopoulos… - Reliability Engineering & …, 2017 - Elsevier
Condition-based maintenance strategies adapt maintenance planning through the
integration of online condition monitoring of assets. The accuracy and cost-effectiveness of …

Towards a methodology for design of prognostic systems

JI Aizpurua, VM Catterson - Annual conference of the phm …, 2015 - papers.phmsociety.org
An effective implementation of prognostic technology can re-duce costs and increase
availability of assets. As a result of the rapidly growing interest in prognostics, researchers …

A model-based hybrid approach for circuit breaker prognostics encompassing dynamic reliability and uncertainty

JI Aizpurua, VM Catterson… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Prognostics predictions estimate the remaining useful life (RUL) of assets. This information
enables the implementation of condition-based maintenance strategies by scheduling …

Performance evaluation of circuit breaker electrical contact based on dynamic resistance signature and using health index

M Khoddam, J Sadeh… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
High-voltage circuit breakers (CBs) are extremely important components for the function of
power supply system. The need to predict proper function of CB has increased over the …

A RankBoost-based data-driven method to determine maintenance priority of circuit breakers

J Zhong, W Li, C Wang, J Yu - IEEE Transactions on Power …, 2017 - ieeexplore.ieee.org
Prioritizing equipment maintenance activities has been an important and challenging task in
developing an equipment maintenance strategy for electric power utility companies. This …

Improved dynamic dependability assessment through integration with prognostics

JI Aizpurua, VM Catterson… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
The use of average data for dependability assessments results in an outdated system-level
dependability estimation, which can lead to incorrect design decisions. With increasing …

Individual failure rate modelling and exploratory failure data analysis for power system components

JH Jürgensen - 2018 - diva-portal.org
A set of vital societal functions such as health and safety are necessary for today's society to
function and to secure the life of its individuals. Infrastructure is required to provide and …

Prognostics of transformer paper insulation using statistical particle filtering of on-line data

VM Catterson, J Melone… - IEEE Electrical Insulation …, 2015 - ieeexplore.ieee.org
The adoption of prognostics for critical assets has the potential to advance asset
management in the power industry significantly. Whereas diagnostic techniques can identify …