Search Results for author: ABDULAH JEZA ALJOHANI

Found 2 papers, 0 papers with code

Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting

no code implementations25 Oct 2023 Saad Zafar Khan, Nazeefa Muzammil, Salman Ghafoor, Haibat Khan, Syed Mohammad Hasan Zaidi, ABDULAH JEZA ALJOHANI, Imran Aziz

The primary objective is to evaluate the potential advantages of QLSTMs, leveraging their exponential representational capabilities, in capturing the intricate spatiotemporal patterns inherent in renewable energy data.

Benchmarking Hyperparameter Optimization +4

Real-Time Detection of False Readings in Smart Grid AMI Using Deep and Ensemble Learning research model code github

no code implementations IEEE Access 2022 MOHAMMED J. ABDULAAL, Mohamed I. Ibrahem, MOHAMED M. E. A. MAHMOUD, JUNAID KHALID, ABDULAH JEZA ALJOHANI, AHMAD H. MILYANI, AND ABDULLAH M. ABUSORRAH

The existing solutions in the literature focus only on securing the billing, so they are not designed to detect the attacks in real time, and thus the SO may use false readings for a long period of time in load monitoring and energy management until they are identified.

energy management Ensemble Learning +1

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