Dr. Hisham ElMoaqet

Dr. Hisham ElMoaqet
Associate Professor, Head of the Mechatronics Department
OFFICE: C214
PHONE: +962 6 4294444 Ext. 4512
Email
ResearchGate
Resume
Biography

Dr. Hisham ElMoaqet obtained his B.Sc. and M.Sc. degrees in Mechanical Engineering with focus on Mechatronics from the Jordan University of Science and Technology (JUST) in 2002 and 2006 respectively. He received his PhD in Mechanical Engineering specializing in Mechatronics from the University of Michigan in Ann Arbor, Michigan, USA in 2015. He was a research fellow affiliated with the Departments of Mechanical Engineering and Anesthesiology at the University of Michigan in the period 2015-2016. He joined the German Jordanian University (GJU) as an Assistant Professor in the Mechatronics Engineering Department in 2016. During the summer of 2017, he was a Visiting Professor in the Institute of Technical Medicine in Furtwangen University of Applied Sciences in Villingen-Schwenningen. Germany. He is also a Visiting Research Scientist at the Cardiovascular Research Group of Humboldt University in Berlin, Germany. His current research interests include dynamic systems, modeling, identification, and control, machine learning, physiological systems, and mechatronics systems design.

 

Administratively, Dr. ElMoaqet currently serves as the Assistant Dean for Industrial Links and Training at the School of Applied Technical Sciences (SATS) and a member of the industrial relations committee (IRC) in GJU. Additionally, He is the Vice-Chair for the IEEE Jordan Section Engineering in Medicine and Biology Society (EMBS) Chapter

Educational Background

Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA
Mechanical Engineering, Jordan University of Science and Technology (JUST), Jordan
Mechanical Engineering, Jordan University of Science and Technology (JUST), Jordan
Research Interests

Dynamic Systems Modeling, Identification, and Control, Physiological Systems, Machine Learning, Mechatronics Systems Design

Experience

Assistant Professor,                                                  Feb 2016 -Now

Mechatronics Engineering Department

School of Applied Technical Sciences, German Jordanian University, Jordan

 

Assistant Dean for Industrial Links and Training      October 2016 - Now

School of Applied Technical Sciences, German Jordanian University, Jordan

Visiting Research Scientist                                         9/2017-Now

Cardiovascular Physics Research Group,

Institute of Physics, Humboldt University, Berlin, Germany

 

Visiting Professor                                                        Summer 2017

Institute of Technical Medicine (ITeM), Furtwangen University of Applied Science (HFU), Villingen-Schwenningen, Germany

 

Postdoctoral Research Fellow                                      2015 -2016

Department of Mechanical Engineering

University of Michigan, Ann Arbor, MI

Awards

  

Selected Publications
2020 H. ElMoaqet, M.Ryalat,"Gaussian Mixture Models for Detecting Sleep Apnea Events Using Single Oronasal Airflow Record",Applied Sciences,Jordan,2020 [View]
2020 H. ElMoaqet,"Deep Recurrent Neural Networks for Automatic Detection of Sleep Apnea from Single Channel Respiration Signals",Sensors,2020 [View]
2020 M. Ryalat,"Particle Swarm Optimization of a Passivity-Based Controller for Dynamic Positioning of Ships",Applied Sciences,2020 [View]
2020 M. Ryalat, H. S. Damiri, H. ElMoaqet, I. AlRabadi,"An Improved Passivity-based Control of Electrostatic MEMS Device.",MDPI,2020 [View]
2020 M. Ibrahim, A. Alsheikh, Q. Al-Hindawi, S. Al-Dahidi, H. ElMoaqet,"Short-Time Wind Speed Forecast Using Artificial Learning-Based Algorithms",Computational Intelligence and Neuroscience,2020 [View]
2020 Mutaz Ryalat, Dina Shona Laila, Hisham ElMoaqet, Natheer Almtireen,"Dynamic IDA-PBC control for weakly-coupled electromechanical systems",Automatica,2020
2020 H. ElMoaqet,"Gaussian Mixture Models for Detecting Sleep Apnea Events Using Single Oronasal Airflow Record",Applied Sciences,Jordan,2020 [View]
2019 J. Kim, H. ElMoaqet, D. M. Tilbury, S. K. Ramachandran, T. Penzel,"Time domain characterization for sleep apnea in oronasal airflow signal: a dynamic threshold classification approach",Physiological Measurement, IOP Science ,2019 [View]
2019 M. Ryalat, M. Alsherqatli, H. ElMoaqet,"IoT-aided Smart Lawnmower",ACM,2019 [View]
2018 M. Ryalat, D. S. Laila, N. Almtireen , H. ElMoaqet,"A Novel Dynamic IDA-PBC Controller for Electrostatic MEMS Devices",American Control Conference, IEEE,2018
2018 N. Almtireen, H. ElMoaqet, M. Ryalat,"Linearized Modelling and Control for a Twin Rotor System",Springer Link,2018 [View]
2018 H. ElMoaqet, I. Ismael, F. Patzolt,"Design and Integration of an IoT Device for Training Purposes of Industry 4.0",ACM,2018 [View]
2018 S. Al-Dahidi, H. ElMoaqet,"Direct and Recursive Strategies for Multi-Step Ahead Wind Speed Forecasting",ITISE,2018
2018 C. Maclellan, H. ElMoaqet, B. Porr, K. Moeller,"Time Series Predictions of Surgical Progress Using Logistic Regression Modelling",AUTOMED-Automation Techniques for Medicine ,2018
2018 H. ElMoaqet, D. M. Tilbury, S.K. Ramachandran,"A Novel Time Series Model to Predict Critical Desaturation Events in the Blood",AUTOMED-Automation Techniques for Medicine ,2018
2017 H. ElMoaqet, Z. Almuwaqqat, M. Saeed,"A new algorithm for predicting the progression from paroxysmal to persistent atrial fibrillation.",ACM,2017 [View]
2017 ,"A new algorithm for short term prediction of persistent atrial fibrillation.",IEEE,2017 [View]
2016 H. ElMoaqet, D. M. Tilbury, S.K. Ramachandran,"A Probabilistic Approach for Evaluating Predictions of Critical Levels in Physiological Time Series",IEEE,2016 [View]
2016 J. Kim, H. ElMoaqet, D. M. Tilbury, S. K. Ramachandran,"A New Algorithm for the Detection of Sleep Apnea Events in Respiration Signals",IEEE,2016 [View]
2016 H. ElMoaqet, D. M. Tilbury, S.K. Ramachandran,"Multi-Step Ahead Predictions of Critical Levels in Physiological Time Series",IEEE,2016 [View]
2014 H. ElMoaqet,"A Novel Dynamic Model to Predict Abnormal Oxygen Desaturations in Blood",IEEE,2014 [View]
2014 H. ElMoaqet, D. M. Tilbury, S. K. Ramachandran,"Effect of Concurrent Oxygen Therapy on Accuracy of Forecasting Imminent Postoperative Desaturations",Springer Link,2014 [View]
2014 H. ElMoaqet, D. M. Tilbury, S.K. Ramachandran,"Evaluating Predictions of Critical Desaturation Events",Physiological Measurement, IOP Science ,2014 [View]
2013 H. ElMoaqet, D. M. Tilbury, S.K. Ramachandran,"Predicting Oxygen Saturation Levels in Blood Using Autoregressive Models: A Threshold Metric for Evaluating Predictive Models",IEEE,2013 [View]
2007 M. Alata, H. ElMoaqet,"Adaptive Neuro-Fuzzy Inference System with Second Order Sugeno Consequents",Journal of Neural Network World,2007

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