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Turki Haj Mohamad
Turki Haj Mohamad
Data Scientist
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ROLLING ELEMENT BEARING DIAGNOSTICS USING EXTENDED PHASE SPACE TOPOLOGY
TH Mohamad, M Samadani, C Nataraj
Journal of Vibration and Acoustics 140 (6), 2018
372018
Gear Fault Detection Using Recurrence Quantification Analysis and Support Vector Machine
TH Mohamad, Y Chen, Z Chaudhry, C Nataraj
Journal of Software Engineering and Applications 11 (5), 181-203, 2018
242018
A review of phase space topology methods for vibration-based fault diagnostics in nonlinear systems
TH Mohamad, F Nazari, C Nataraj
Journal of Vibration Engineering & Technologies 8, 393-401, 2020
222020
Application of deep cnn-lstm network to gear fault diagnostics
TH Mohamad, A Abbasi, E Kim, C Nataraj
2021 ieee international conference on prognostics and health management …, 2021
182021
Fault identification and severity analysis of rolling element bearings using phase space topology
TH Mohamad, C Nataraj
Journal of Vibration and Control, 2020
172020
Discrimination of multiple faults in bearings using density-based orthogonal functions of the time response
T Haj Mohamad, CA Kitio Kwuimy, C Nataraj
International Design Engineering Technical Conferences and Computers and …, 2017
132017
Feature extraction for bearing diagnostics based on the characterization of orbit plots with orthogonal functions
M Samadani, T Haj Mohamad, C Nataraj
International Design Engineering Technical Conferences and Computers and …, 2016
132016
On extraction, ranking and selection of data-driven and physics-informed features for bearing fault diagnostics
TH Mohamad, A Abbasi, K Kappaganthu, C Nataraj
Knowledge-Based Systems 276, 110744, 2023
102023
Detection of cracks in a rotating shaft using density characterization of orbit plots
T Haj Mohamad, AA Cavalini Jr, V Steffen Jr, C Nataraj
International conference on rotor dynamics, 90-104, 2018
72018
An overview of PST for vibration based fault diagnostics in rotating machinery
TH Mohamad, C Nataraj
MATEC Web of Conferences 211, 01004, 2018
72018
Multi-speed multi-load bearing diagnostics using extended phase space topology
TH Mohamad, CAK Kwuimy, C Nataraj
Matec web of conferences 241, 01011, 2018
62018
Using the Gottwald and Melbourne’s 0-1 test and the Hugichi fractal dimension to detect chaos in defective and healthy ball bearings
CAK Kwuimy, TH Mohamad, C Nataraj
MATEC Web of Conferences 241, 01017, 2018
52018
Model-based fault diagnostics of servo valves
TH Mohamad, F Nazari, C Nataraj
Annual Conference of the PHM Society 10 (1), 2018
32018
Early detection of cracks in a gear-train system using proper and smooth orthogonal decompositions
Z Liu, TH Mohamad, S Ilbeigi, C Nataraj
Advances in Nonlinear Dynamics: Proceedings of the Second International …, 2021
22021
Proper and smooth orthogonal decompositions for detection of inner race defects in rolling element bearings with variable rotational speeds
TH Mohamad, S Ilbeigi, C Nataraj
Nonlinear Dynamics of Structures, Systems and Devices: Proceedings of the …, 2020
22020
Integration of Nonlinear Dynamics and Machine learning for Diagnostics of a Single-Stage Gear Box
C Alqawasmi, A., Mohamad, T. H., Abbasi, A. ., Kambali, P. N. ., & Nataraj
Annual Conference of the PHM Society 14 (1), 2022
12022
Nonlinear Dynamics-Based Machine Learning Algorithms for Condition-Based Maintenance
TH Mohamad
Villanova University, 2021
12021
Fault diagnostics systems and methods
C Nataraj, TH Mohamad
US Patent 12,045,047, 2024
2024
System and method for processing signals acquired from multiplexed optical sensors
J Yan, T Hoang, C Qiushu, TH Mohamad, A Raghavan, P Kiesel, O Celik
US Patent App. 18/226,911, 2024
2024
System and method for detecting and classifying loading of a structure using strain measurements
T Hoang, TH Mohamad, J Yan, A Raghavan
US Patent App. 18/224,766, 2024
2024
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학술자료 1–20