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Intelligent Energy Systems Research Group

In this research group, we work on intelligence aspects of the power grid operation. This includes the topic of real-time dynamic pricing in Smart Grids and the application of Machine Learning tools in power system applications.

Areas of Focus

  • The application of Machine Learning tools in power system applications
  • Intelligence aspects of the power grid operation
  • Real-time dynamic pricing in Smart Grids
Intelligent Energy Systems Research Group

Research Group Members

Dr. Amjed Al-Mousa

Dr. Amjed Al-Mousa

Vice Dean of King Abdullah II School of Engineering
Associate Professor
Dr. Ayman Faza

Dr. Ayman Faza

Head Electrical Engineering Department
Associate professor
Eng. Abdel Rahman Abu Saleh

Eng. Abdel Rahman Abu Saleh

Engineer
Sarah Banat

Sarah Banat

Current PSUT Student

Publications

YEAR Title Author Download Link
2024 Optimal PMU Placement for Fault Classification and Localization Using Enhanced Feature Selection in Machine Learning Algorithms Ayman Faza, Amjed Al-Mousa, Rajaa Alqudah PDF PPT Link
2021 An Analysis of Profits and Savings in Generation Cost for Different Dynamic Pricing Schemes Ayman Faza, Amjed Al-Mousa PDF PPT Link
2019 A fuzzy-based customer response prediction model for a day-ahead dynamic pricing system Amjed Al-Mousa, Ayman Faza PDF PPT Link
2019 PSO-based optimization toward intelligent dynamic pricing schemes parameterization Ayman Faza, Amjed Al-Mousa PDF PPT Link
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