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This paper is also the first in the literature that explores the superiority of the fault identification time of ELM.
The results show that the appropriated SFCL can reduce fault current peak, size of current limiting inductor and also fault identification time.
Kernel principal component analysis is then applied to further reduce the redundant features in order to shorten the fault identification time and improve accuracy.
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In the first period, the action of protective relays including short-circuit fault identification, calculation time of protection setting, tripping delay; and then an opening instruction is given to circuit breakers according to safety setting parameters of the protective relays.
The methodology consist of proposing the features in time frequency domain and comparison of its diagnostic potential with respect to the features extracted from time and frequency domain for compound fault identification using three different classifiers.
To address this issue, multi-domain features are extracted for fault identification from vibration signals to construct feature vectors in time-domain, frequency-domain and through instantaneous amplitude energy analysis.
SCA IM algorithms must provide functionality for real-time detection of navigation system state integrity loss and optionally, fault identification and exclusion mechanisms (so-called FDE) in order to guarantee service continuity.
At the same time, modularization structure of IED helps in harmonious interaction and coordination of functions to support reliable fault identification which is independent to backup protection.
They cover system fault identification criterion of protection and control devices, verification of adaptability of control effect to system operating conditions, real-time operational management of emergency control measures and improvement of simulation accuracy.
The envelope order spectrum is used for bearing fault identification.
Finally, drawing support from LSSVM, the fault identification is achieved.
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