Global and Local Feature Extraction Using a Convolutional Autoencoder and Neural Networks for Diagnosing Centrifugal Pump Mechanical Faults

by Alexander E. Prosvirin, Zahoor Ahmad, Jong-Myon Kim
Published 2021-01-01

Blade Rub-Impact Fault Identification Using Autoencoder-Based Nonlinear Function Approximation and a Deep Neural Network

by Alexander E. Prosvirin, Farzin Piltan, Jong-Myon Kim
Published 2020-11-01

Bearing Fault Diagnosis of Induction Motors Using a Genetic Algorithm and Machine Learning Classifiers

by Rafia Nishat Toma, Alexander E. Prosvirin, Jong-Myon Kim
Published 2020-03-01

Rub-Impact Fault Diagnosis Using an Effective IMF Selection Technique in Ensemble Empirical Mode Decomposition and Hybrid Feature Models

by Alexander E. Prosvirin, Manjurul Islam, Jaeyoung Kim, Jong-Myon Kim
Published 2018-06-01

Multistage Centrifugal Pump Fault Diagnosis by Selecting Fault Characteristic Modes of Vibration and Using Pearson Linear Discriminant Analysis

by Zahoor Ahmad, Alexander E. Prosvirin, Jaeyoung Kim, Jong-Myon Kim
Published 2020-01-01

An Improved Algorithm for Selecting IMF Components in Ensemble Empirical Mode Decomposition for Domain of Rub-Impact Fault Diagnosis

by Alexander E. Prosvirin, M. M. Manjurul Islam, Jong-Myon Kim
Published 2019-01-01

Construction of a Sensitive and Speed Invariant Gearbox Fault Diagnosis Model Using an Incorporated Utilizing Adaptive Noise Control and a Stacked Sparse Autoencoder-based Deep Neu...

by Cong Dai Nguyen, Alexander E. Prosvirin, Cheol Hong Kim, Jong-Myon Kim
Published 2021-12-01

An SVM-Based Neural Adaptive Variable Structure Observer for Fault Diagnosis and Fault-Tolerant Control of a Robot Manipulator

by Farzin Piltan, Alexander E. Prosvirin, Muhammad Sohaib, Belem Saldivar, Jong-Myon Kim
Published 2020-02-01