Mohamad (Moe) El Hariri

Energy enthusiast with over five years of industry experience and academic professorship in modeling and control of various energy systems.

Research Interests

IoT Application in smart grid
Datacentric communications
Cyber security and resilience of power systems
artificial intelligen
Electrical and Electronic Engineering
Energy Engineering and Power Technology
Industrial and Manufacturing Engineering
Control and Systems Engineering
Renewable Energy, Sustainability and the Environment
Control and Optimization
Hardware and Architecture
Computer Networks and Communications
Signal Processing
Information Systems
Computer Science Applications
Aerospace Engineering
Automotive Engineering
Atomic and Molecular Physics, and Optics
Analytical Chemistry
Instrumentation
Biochemistry
Nuclear Energy and Engineering
Safety, Risk, Reliability and Quality
Waste Management and Disposal
Electronic, Optical and Magnetic Materials
Environmental Engineering

About

Moe El Hariri is an accomplished engineer and educator with a Ph.D. in Electrical and Computer Engineering from Florida International University. He has a strong background in data analysis, machine learning, and renewable energy systems. Moe has extensive experience working as a data scientist for Community Energy Labs, where he applied his expertise to develop innovative solutions for renewable energy projects. He also has a strong passion for teaching and has been an Assistant Professor at Colorado School of Mines, where he has mentored students and conducted research in the areas of energy systems and sustainability. Moe is a dedicated and driven individual, constantly seeking new challenges and opportunities to make a positive impact in the field of renewable energy.

Publications

Utilizing supercapacitors for resiliency enhancements and adaptive microgrid protection against communication failures

Electric Power Systems Research / Apr 01, 2017

Habib, H. F., Mohamed, A. A. S., El Hariri, M., & Mohammed, O. A. (2017). Utilizing supercapacitors for resiliency enhancements and adaptive microgrid protection against communication failures. Electric Power Systems Research, 145, 223–233. https://doi.org/10.1016/j.epsr.2016.12.027

Coordination of Hybrid Energy Storage for Ship Power Systems With Pulsed Loads

IEEE Transactions on Industry Applications / Mar 01, 2020

Faddel, S., Saad, A. A., Hariri, M. E., & Mohammed, O. A. (2020). Coordination of Hybrid Energy Storage for Ship Power Systems With Pulsed Loads. IEEE Transactions on Industry Applications, 56(2), 1136–1145. https://doi.org/10.1109/tia.2019.2958293

Impact of Information and Communication Technology Limitations on Microgrid Operation

Energies / Jul 30, 2019

Saleh, M., Esa, Y., Hariri, M. E., & Mohamed, A. (2019). Impact of Information and Communication Technology Limitations on Microgrid Operation. Energies, 12(15), 2926. https://doi.org/10.3390/en12152926

IEC 61850: Technology standards and cyber-threats

2016 IEEE 16th International Conference on Environment and Electrical Engineering (EEEIC) / Jun 01, 2016

Youssef, T. A., El Hariri, M., Bugay, N., & Mohammed, O. A. (2016, June). IEC 61850: Technology standards and cyber-threats. 2016 IEEE 16th International Conference on Environment and Electrical Engineering (EEEIC). https://doi.org/10.1109/eeeic.2016.7555647

A DDS-Based Energy Management Framework for Small Microgrid Operation and Control

IEEE Transactions on Industrial Informatics / Mar 01, 2018

Youssef, T. A., Hariri, M. E., Elsayed, A. T., & Mohammed, O. A. (2018). A DDS-Based Energy Management Framework for Small Microgrid Operation and Control. IEEE Transactions on Industrial Informatics, 14(3), 958–968. https://doi.org/10.1109/tii.2017.2756619

On the Implementation of the IEC 61850 Standard: Will Different Manufacturer Devices Behave Similarly under Identical Conditions?

Electronics / Dec 05, 2016

El Hariri, M., Youssef, T., & Mohammed, O. (2016). On the Implementation of the IEC 61850 Standard: Will Different Manufacturer Devices Behave Similarly under Identical Conditions? Electronics, 5(4), 85. https://doi.org/10.3390/electronics5040085

The IEC 61850 Sampled Measured Values Protocol: Analysis, Threat Identification, and Feasibility of Using NN Forecasters to Detect Spoofed Packets

Energies / Sep 29, 2019

El Hariri, M., Harmon, E., Youssef, T., Saleh, M., Habib, H., & Mohammed, O. (2019). The IEC 61850 Sampled Measured Values Protocol: Analysis, Threat Identification, and Feasibility of Using NN Forecasters to Detect Spoofed Packets. Energies, 12(19), 3731. https://doi.org/10.3390/en12193731

A Bilateral Decision Support Platform for Public Charging of Connected Electric Vehicles

IEEE Transactions on Vehicular Technology / Jan 01, 2019

Hariri, A. O., El Hariri, M., Youssef, T., & Mohammed, O. A. (2019). A Bilateral Decision Support Platform for Public Charging of Connected Electric Vehicles. IEEE Transactions on Vehicular Technology, 68(1), 129–140. https://doi.org/10.1109/tvt.2018.2879927

Utilization of Supercapacitors in Protection Schemes for Resiliency Against Communication Outages: A Case Study on Size and Cost Optimization

IEEE Transactions on Industry Applications / Jul 01, 2018

Habib, H. F., Hariri, M. E., Elsayed, A., & Mohammed, O. A. (2018). Utilization of Supercapacitors in Protection Schemes for Resiliency Against Communication Outages: A Case Study on Size and Cost Optimization. IEEE Transactions on Industry Applications, 54(4), 3153–3164. https://doi.org/10.1109/tia.2018.2819620

Online false data detection and lost packet forecasting system using time series neural networks for IEC 61850 sampled measured values

2017 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) / Apr 01, 2017

Hariri, M. E., Youssef, T. A., Habib, H. F., & Mohammed, O. (2017, April). Online false data detection and lost packet forecasting system using time series neural networks for IEC 61850 sampled measured values. 2017 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT). https://doi.org/10.1109/isgt.2017.8086005

Decentralized Moving Target Defense for Microgrid Protection Against False-Data Injection Attacks

IEEE Transactions on Smart Grid / Sep 01, 2022

Giraldo, J., Hariri, M. E., & Parvania, M. (2022). Decentralized Moving Target Defense for Microgrid Protection Against False-Data Injection Attacks. IEEE Transactions on Smart Grid, 13(5), 3700–3710. https://doi.org/10.1109/tsg.2022.3176246

A targeted attack for enhancing resiliency of intelligent intrusion detection modules in energy cyber physical systems

2017 19th International Conference on Intelligent System Application to Power Systems (ISAP) / Sep 01, 2017

El Hariri, M., Harmon, E., Habib, H. F., Youssef, T., & Mohammed, O. A. (2017, September). A targeted attack for enhancing resiliency of intelligent intrusion detection modules in energy cyber physical systems. 2017 19th International Conference on Intelligent System Application to Power Systems (ISAP). https://doi.org/10.1109/isap.2017.8071363

Utilization of supercapacitors in adaptive protection applications for resiliency against communication failures: A size and cost optimization case study

2017 IEEE Industry Applications Society Annual Meeting / Oct 01, 2017

Habib, H. F., Hariri, M. E., Elsayed, A., & Mohammed, O. (2017, October). Utilization of supercapacitors in adaptive protection applications for resiliency against communication failures: A size and cost optimization case study. 2017 IEEE Industry Applications Society Annual Meeting. https://doi.org/10.1109/ias.2017.8101884

Moving Target Defense for Cyber–Physical Systems Using IoT-Enabled Data Replication

IEEE Internet of Things Journal / Aug 01, 2022

Giraldo, J. A., El Hariri, M., & Parvania, M. (2022). Moving Target Defense for Cyber–Physical Systems Using IoT-Enabled Data Replication. IEEE Internet of Things Journal, 9(15), 13223–13232. https://doi.org/10.1109/jiot.2022.3144937

A Decentralized Multi-Agent System for Management of En Route Electric Vehicles

SoutheastCon 2018 / Apr 01, 2018

Hariri, A. O., Hariri, M. E., Youssef, T., & Mohammed, O. (2018, April). A Decentralized Multi-Agent System for Management of En Route Electric Vehicles. SoutheastCon 2018. https://doi.org/10.1109/secon.2018.8478923

An Iterative Design Approach for Shielding of WPT Systems in Electric Vehicle Charging Applications

2016 IEEE Vehicle Power and Propulsion Conference (VPPC) / Oct 01, 2016

Hariri, A., El Hariri, M., El Sayyed, A., & Mohammed, O. A. (2016, October). An Iterative Design Approach for Shielding of WPT Systems in Electric Vehicle Charging Applications. 2016 IEEE Vehicle Power and Propulsion Conference (VPPC). https://doi.org/10.1109/vppc.2016.7791613

Environment-motivated real-time bandwidth allocation for collaborative robots teleoperation

2016 18th Mediterranean Electrotechnical Conference (MELECON) / Apr 01, 2016

El Hariri, M., Elhajj, I. H., Mansour, C., Shammas, E., & Asmar, D. (2016, April). Environment-motivated real-time bandwidth allocation for collaborative robots teleoperation. 2016 18th Mediterranean Electrotechnical Conference (MELECON). https://doi.org/10.1109/melcon.2016.7495397

Intelligent Control Framework for Energy Storage Management on MVDC Ship Power System

2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) / Jun 01, 2018

Faddel, S., El Hariri, M., & Mohammed, O. (2018, June). Intelligent Control Framework for Energy Storage Management on MVDC Ship Power System. 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe). https://doi.org/10.1109/eeeic.2018.8494420

A Network-in-the-Loop Framework to Analyze Cyber and Physical Information Flow in Smart Grids

2018 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia) / May 01, 2018

Hariri, M. E., Youssef, T., Habib, H. F., & Mohammed, O. (2018, May). A Network-in-the-Loop Framework to Analyze Cyber and Physical Information Flow in Smart Grids. 2018 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia). https://doi.org/10.1109/isgt-asia.2018.8467874

Physical-Model-Checking to Detect Switching-Related Attacks in Power Systems

Sensors / Jul 31, 2018

El Hariri, M., Faddel, S., & Mohammed, O. (2018). Physical-Model-Checking to Detect Switching-Related Attacks in Power Systems. Sensors, 18(8), 2478. https://doi.org/10.3390/s18082478

An artificially intelligent physical model-checking approach to detect switching-related attacks on power systems

2017 IEEE 7th International Conference on Power and Energy Systems (ICPES) / Nov 01, 2017

Hariri, M. E., Faddel, S., & Mohammed, O. (2017, November). An artificially intelligent physical model-checking approach to detect switching-related attacks on power systems. 2017 IEEE 7th International Conference on Power and Energy Systems (ICPES). https://doi.org/10.1109/icpesys.2017.8215914

Asynchronous Distributed IoT-Enabled Customer Characterization in Distribution Networks: Theory and Hardware Implementation

IEEE Transactions on Smart Grid / Nov 01, 2022

Campbell, A., Hariri, M. E., & Parvania, M. (2022). Asynchronous Distributed IoT-Enabled Customer Characterization in Distribution Networks: Theory and Hardware Implementation. IEEE Transactions on Smart Grid, 13(6), 4392–4404. https://doi.org/10.1109/tsg.2022.3182210

IEC 61850-Based Renewable Energy Systems: A Survey on Cybersecurity Aspects

2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) / Jun 28, 2022

Wilkerson, C., & Hariri, M. E. (2022, June 28). IEC 61850-Based Renewable Energy Systems: A Survey on Cybersecurity Aspects. 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe). https://doi.org/10.1109/eeeic/icpseurope54979.2022.9854539

Sequence Hopping Algorithm for Securing IEC 61850 GOOSE Messages

2022 IEEE Green Technologies Conference (GreenTech) / Mar 30, 2022

Youssef, T., El Hariri, M., Mohammed, O., & Wilkerson, C. (2022, March 30). Sequence Hopping Algorithm for Securing IEC 61850 GOOSE Messages. 2022 IEEE Green Technologies Conference (GreenTech). https://doi.org/10.1109/greentech52845.2022.9772034

EM–SS-Wavelets for Characterization of High-Speed Generators in Distributed Generation

IEEE Transactions on Magnetics / Mar 01, 2016

Arkadan, A. A., & El Hariri, M. (2016). EM–SS-Wavelets for Characterization of High-Speed Generators in Distributed Generation. IEEE Transactions on Magnetics, 52(3), 1–4. https://doi.org/10.1109/tmag.2015.2477370

Data recovery via covert cognizance for unattended operational resilience

Progress in Nuclear Energy / Sep 01, 2022

Sundaram, A., Abdel-Khalik, H. S., Roberson, D., & El Hariri, M. (2022). Data recovery via covert cognizance for unattended operational resilience. Progress in Nuclear Energy, 151, 104317. https://doi.org/10.1016/j.pnucene.2022.104317

Sequence Hopping Algorithm for Securing IEC 61850 GOOSE Messages

2022 IEEE Green Technologies Conference (GreenTech) / Mar 30, 2022

Youssef, T., El Hariri, M., Mohammed, O., & Wilkerson, C. (2022, March 30). Sequence Hopping Algorithm for Securing IEC 61850 GOOSE Messages. 2022 IEEE Green Technologies Conference (GreenTech). https://doi.org/10.1109/greentech52845.2022.9772034

Multi-Task Gaussian Process Learning for Energy Forecasting in IoT-Enabled Electric Vehicle Charging Infrastructure

2020 IEEE 6th World Forum on Internet of Things (WF-IoT) / Jun 01, 2020

Gilanifar, M., Parvania, M., & Hariri, M. E. (2020, June). Multi-Task Gaussian Process Learning for Energy Forecasting in IoT-Enabled Electric Vehicle Charging Infrastructure. 2020 IEEE 6th World Forum on Internet of Things (WF-IoT). https://doi.org/10.1109/wf-iot48130.2020.9221159

Implementation of IEEE Standard 1547-2018 for DER Communication Interface using Data Distribution Service

2020 Resilience Week (RWS) / Oct 19, 2020

El Hariri, M., Parvania, M., & Saleh, M. (2020, October 19). Implementation of IEEE Standard 1547-2018 for DER Communication Interface using Data Distribution Service. 2020 Resilience Week (RWS). https://doi.org/10.1109/rws50334.2020.9241252

Denial of Service Attacks on Centralized Controlled DC Microgrids: Vulnerability Assessment and Recommendations

IFAC-PapersOnLine / Jan 01, 2020

Saleh, M., & Hariri, M. E. (2020). Denial of Service Attacks on Centralized Controlled DC Microgrids: Vulnerability Assessment and Recommendations. IFAC-PapersOnLine, 53(2), 12974–12979. https://doi.org/10.1016/j.ifacol.2020.12.2142

Intelligent Power Management for the Hybrid Energy Storage of the Ship Power System

2019 IEEE Industry Applications Society Annual Meeting / Sep 01, 2019

Faddel, S., Hariri, M. E., Saad, A. A., & Mohammed, O. (2019, September). Intelligent Power Management for the Hybrid Energy Storage of the Ship Power System. 2019 IEEE Industry Applications Society Annual Meeting. https://doi.org/10.1109/ias.2019.8911947

Co-Simulation of Improved AIMD Algorithm for Decentralized Charging of Electric Vehicles

2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) / Jun 01, 2019

Faddel, S., Hariri, M. E., & Mohammed, O. (2019, June). Co-Simulation of Improved AIMD Algorithm for Decentralized Charging of Electric Vehicles. 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe). https://doi.org/10.1109/eeeic.2019.8783621

Dynamic Optimized Bandwidth Management for Teleoperation of Collaborative Robots

Recent Advances in Robotic Systems / Sep 28, 2016

Mansour, C., El Hariri, M., Elhajj, I. H., Shammas, E., & Asmar, D. (2016). Dynamic Optimized Bandwidth Management for Teleoperation of Collaborative Robots. In Recent Advances in Robotic Systems. InTech. https://doi.org/10.5772/63725

Real-time Clustering and Visualization of Customers’ Load Consumption in Electrical Distribution Networks

2023 IEEE Green Technologies Conference (GreenTech) / Apr 19, 2023

Romia, A., & Hariri, M. E. (2023, April 19). Real-time Clustering and Visualization of Customers’ Load Consumption in Electrical Distribution Networks. 2023 IEEE Green Technologies Conference (GreenTech). https://doi.org/10.1109/greentech56823.2023.10173833

Impact of Electricity Pricing Mechanisms on Grid-Interactive Buildings

2022 IEEE PES Transactive Energy Systems Conference (TESC) / May 02, 2022

Salter, P., Hariri, M. E., & Youssef, T. (2022, May 2). Impact of Electricity Pricing Mechanisms on Grid-Interactive Buildings. 2022 IEEE PES Transactive Energy Systems Conference (TESC). https://doi.org/10.1109/tesc53336.2022.9917257

A Non-Discriminatory Autonomous Controller for EV Charging in Microgrids

SoutheastCon 2018 / Apr 01, 2018

Faddel, S., Hariri, A. O., Hariri, M. E., & Mohammed, O. A. (2018, April). A Non-Discriminatory Autonomous Controller for EV Charging in Microgrids. SoutheastCon 2018. https://doi.org/10.1109/secon.2018.8479200

Secure Control and Operation of Energy Cyber-Physical Systems Through Intelligent Agents

El Hariri, M. (n.d.). Secure Control and Operation of Energy Cyber-Physical Systems Through Intelligent Agents [Florida International University]. https://doi.org/10.25148/etd.fidc007048

A Non-Discriminatory Autonomous Controller for EV Charging in Microgrids

SoutheastCon 2018 / Apr 01, 2018

Faddel, S., Hariri, A. O., Hariri, M. E., & Mohammed, O. A. (2018, April). A Non-Discriminatory Autonomous Controller for EV Charging in Microgrids. SoutheastCon 2018. https://doi.org/10.1109/secon.2018.8479200

A Framework for Analyzing and Testing Cyber–Physical Interactions for Smart Grid Applications

Electronics / Dec 01, 2019

El Hariri, M., Youssef, T., Saleh, M., Faddel, S., Habib, H., & Mohammed, O. A. (2019). A Framework for Analyzing and Testing Cyber–Physical Interactions for Smart Grid Applications. Electronics, 8(12), 1455. https://doi.org/10.3390/electronics8121455

Education

Florida International University

Ph.D., Electrical and Computer Engineering / December, 2018

Miami, Florida, United States of America

Experience

Colorado School of Mines

Assistant Professor

Community Energy Labs

Data Scientist

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