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Browsing by Author "Abu-Rub, Haitham"
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Inductive Transfer and Deep Neural Network Learning-Based Cross-Model Method for Short-Term Load Forecasting in Smarts Grids
Syed, Dabeeruddin; Zainab, Ameema; Refaat, Shady S.; Abu-Rub, Haitham; Bouhali, Othmane; Ghrayeb, Ali; Houchati, Mahdi; Bañales, Santiago (2023-05-23)In a real-world scenario of load forecasting, it is crucial to determine the energy consumption in electrical networks. The energy consumption data exhibit high variability between historical data and newly arriving data ... -
Intrusion Detection Method Based on SMOTE Transformation for Smart Grid Cybersecurity
Massaoudi, Mohamed; Refaat, Shady S.; Abu-Rub, Haitham (Institute of Electrical and Electronics Engineers (IEEE), 2022-05-18)Real-Time Intrusion Detection Systems (IDSs) have attracted greater attention for secured and resilient smart grid operations. IDSs are employed to identify unknown cyberattacks and malware from network traffics. In this ... -
A Study on the Ability of Different Non-Intrusive Sensors for Diagnosing Outdoor Insulator Defects
Fadil Kumru, Celal; Lutfi, Abdulla; El-Hag, Ayman; Darwish, Ahmad; Khalil, Shady; Abu-Rub, Haitham (2023-07-14)Insulators’ failures caused by any type of defect may result in serious technical and economic losses. In particular, contamination flashovers due to excessive pollution and humidity are one of the main problems encountered ...