Comparing one and two class classification methods for multiple fault detection on an induction motor [PDF]
Luke Axel-Berg +5 more
core +1 more source
Machine learning based fault classification for improved induction motor performance. [PDF]
Khan ZA +5 more
europepmc +1 more source
Fault classification in the architecture of virtual machine using deep learning. [PDF]
Rawat A +4 more
europepmc +1 more source
Selection of Input Parameters for Multivariate Classifiers in Proactive Machine Health Monitoring by Clustering Envelope Spectrum Harmonics [PDF]
In condition monitoring (CM) signal analysis the inherent problem of key characteristics being masked by noise can be addressed by analysis of the signal envelope.
Gu, Fengshou, Ball, Andrew, Smith, Ann
core
ANN-based fault classification and localization with optimized PMU deployment for transmission systems. [PDF]
Malini T, Thirumoorthi P, Lakshmi K.
europepmc +1 more source
APPLICATION OF SVM METHOD IN FAULT DIAGNOSIS OF А MULTI-STAGE CENTRIFUGAL PUMP
In allusion to the difficulty to obtain fault samples of multi-stage centrifugal pumps in practical engineering, three typical faults containing rubbing, misalignment and unbalance were simulated through the fault simulation test-bed of multi-stage ...
LI YouGen +3 more
doaj
SA-ConSinGAN and reservoir computing fusion for accurate bearing fault classification and severity identification using GAF-based techniques. [PDF]
Shah A +4 more
europepmc +1 more source
Artificial intelligence-based fault classification on photovoltaic plants using a low-cost open-source IoT system. [PDF]
Srisiri W +5 more
europepmc +1 more source
A power-efficient layered MIoT framework for real-time ECG anomaly detection and sensor fault classification based on hierarchical THECF and hybrid intelligent models. [PDF]
Khezripour H, Mozaffari SP, Zarrabi H.
europepmc +1 more source
Hybrid Diagnostic Framework for Interpretable Bearing Fault Classification Using CNN and Dual-Stage Feature Selection. [PDF]
Saouli ME, Touba MM, Boudiaf A.
europepmc +1 more source

