Lamiaa M. Elshenawy

According to our database, Lamiaa M. Elshenawy authored at least 9 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Enhanced fault detection and diagnosis in wind turbine systems using canonical variate analysis and reconstruction-based contribution method.

Lamiaa M. Elshenawy, Ahmed A. Gafar, Hamdi A. Awad

Neural Comput. Appl., October, 2025

A self-organizing soft sensor for process control systems: Integrating support vector regression with subtractive clustering.

Lamiaa M. Elshenawy, Ahmed Badawy, Mahmoud Samy AbouOmar, Tarek A. Mahmoud

Neural Comput. Appl., October, 2025

2024

Fault detection of wind turbine system based on data-driven methods: a comparative study.

Lamiaa M. Elshenawy, Ahmed A. Gafar, Hamdi A. Awad, Mahmoud Samy AbouOmar

Neural Comput. Appl., 2024

2022

TSK fuzzy echo state neural network: a hybrid structure for black-box nonlinear systems identification.

Tarek A. Mahmoud, Lamiaa M. Elshenawy

Neural Comput. Appl., 2022

Fault detection and diagnosis strategy based on k-nearest neighbors and fuzzy C-means clustering algorithm for industrial processes.

Lamiaa M. Elshenawy, Chouaib Chakour, Tarek A. Mahmoud

J. Frankl. Inst., 2022

2021

Adaptive CIPCA-based fault diagnosis scheme for uncertain time-varying processes.

Chouaib Chakour, Azzedine Hamza, Lamiaa M. Elshenawy

Neural Comput. Appl., 2021

Direct adaptive control for nonlinear systems using a TSK fuzzy echo state network based on fractional-order learning algorithm.

Tarek A. Mahmoud, Mohamed I. Abdo, Emad A. Elsheikh, Lamiaa M. Elshenawy

J. Frankl. Inst., 2021

2018

Observer-based echo-state neural network control for a class of nonlinear systems.

Tarek A. Mahmoud, Lamiaa M. Elshenawy

Trans. Inst. Meas. Control, 2018

2014

Direct adaptive control based on LS-SVM inverse model for nonlinear systems.

Tarek A. Mahmoud, Lamiaa M. Elshenawy

Proceedings of the 19th International Conference On Methods and Models in Automation and Robotics, 2014