Lamiaa M. Elshenawy

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 6

Top Topics

Nonlinear Systems

Nearest Neighbor

Fault Detection

Fuzzy C Means Clustering Algorithm

Top Venues

Neural Comput. Appl.

J. Frankl. Inst.

Trans. Inst. Meas. Control

Publications

Lamiaa M. Elshenawy, Ahmed A. Gafar, Hamdi A. Awad, Mahmoud S. AbouOmar
Fault detection of wind turbine system based on data-driven methods: a comparative study. Neural Comput. Appl. 36 (17) (2024)
Lamiaa M. Elshenawy, Chouaib Chakour, Tarek A. Mahmoud
Fault detection and diagnosis strategy based on k-nearest neighbors and fuzzy C-means clustering algorithm for industrial processes. J. Frankl. Inst. 359 (13) (2022)
Tarek A. Mahmoud, Lamiaa M. Elshenawy
TSK fuzzy echo state neural network: a hybrid structure for black-box nonlinear systems identification. Neural Comput. Appl. 34 (9) (2022)
Tarek A. Mahmoud, Mohamed I. Abdo, Emad A. Elsheikh, Lamiaa M. Elshenawy
Direct adaptive control for nonlinear systems using a TSK fuzzy echo state network based on fractional-order learning algorithm. J. Frankl. Inst. 358 (17) (2021)
Chouaib Chakour, Azzedine Hamza, Lamiaa M. Elshenawy
Adaptive CIPCA-based fault diagnosis scheme for uncertain time-varying processes. Neural Comput. Appl. 33 (22) (2021)
Tarek A. Mahmoud, Lamiaa M. Elshenawy
Observer-based echo-state neural network control for a class of nonlinear systems. Trans. Inst. Meas. Control 40 (3) (2018)
Tarek A. Mahmoud, Lamiaa M. Elshenawy
Direct adaptive control based on LS-SVM inverse model for nonlinear systems. MMAR (2014)