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Abdulaziz Almalaq

A Review of Deep Learning Methods Applied on Load Forecasting
2017 · Abdulaziz Almalaq, George Edwards · IEEE International Conference on Machine Learning and Applications (ICMLA) · 272
Evolutionary Deep Learning-Based Energy Consumption Prediction for Buildings
2018 · Abdulaziz Almalaq, Jun Jason Zhang · IEEE Access · 127
Stochastic multi-carrier energy management in the smart islands using reinforcement learning and unscented transform
2021 · Hongbo Zou, Juan Tao, et al. · International Journal of Electrical Power & Energy Systems · 80
An intelligent hybrid wavelet-adversarial deep model for accurate prediction of solar power generation
2021 · Fanbin Meng, Qiqun Zou, et al. · Energy Reports · 76
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A Demand-Supply Matching-Based Approach for Mapping Renewable Resources Towards 100% Renewable Grids in 2050
2021 · Loiy Al-Ghussain, Adnan Darwish Ahmad, et al. · IEEE Access · 73
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Parameter extraction of photovoltaic models using a comprehensive learning Rao-1 algorithm
2021 · Anouar Farah, Akram Belazi, et al. · Energy Conversion and Management · 68
Deep Machine Learning Model-Based Cyber-Attacks Detection in Smart Power Systems
2022 · Abdulaziz Almalaq, Saleh Albadran, et al. · Mathematics · 62
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A Distributed Stochastic Energy Management Framework Based-Fuzzy-PDMM for Smart Grids Considering Wind Park and Energy Storage Systems
2021 · Mohamed A. Mohamed, Abdulaziz Almalaq, et al. · IEEE Access · 60
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Optimal Scheduling and Management of a Smart City Within the Safe Framework
2020 · Qunlong Duan, Nguyen Vu Quynh, et al. · IEEE Access · 50
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Big Data-Driven Detection of False Data Injection Attacks in Smart Meters
2021 · Fatih Unal, Abdulaziz Almalaq, et al. · IEEE Access · 43
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Hybrid Deep Learning Applied on Saudi Smart Grids for Short-Term Load Forecasting
2022 · Abdullah Alrasheedi, Abdulaziz Almalaq · Mathematics · 40
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Design and Analysis of Sliding-Mode Artificial Neural Network Control Strategy for Hybrid PV-Battery-Supercapacitor System
2022 · Mohamed Ali Zdiri, Tawfik Guesmi, et al. · Energies · 40
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An Efficient MPPT Technique-Based Single-Stage Incremental Conductance for Integrated PV Systems Considering Flyback Central-Type PV Inverter
2022 · Ahmed Ismail M. Ali, Zuhair Muhammed Alaas, et al. · Sustainability · 34
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Towards Increasing Hosting Capacity of Modern Power Systems through Generation and Transmission Expansion Planning
2022 · Abdulaziz Almalaq, Khalid Alqunun, et al. · Sustainability · 33
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Deep Learning Application: Load Forecasting in Big Data of Smart Grids
2019 · Abdulaziz Almalaq, Jun Jason Zhang · Studies in computational intelligence · 31
Parallel building: a complex system approach for smart building energy management
2019 · Abdulaziz Almalaq, Jun Hao, et al. · IEEE/CAA Journal of Automatica Sinica · 29
An enhanced Harris Hawk optimization algorithm for parameter estimation of single, double and triple diode photovoltaic models
2022 · Abdelhady Ramadan, Salah Kamel, et al. · Soft Computing · 28
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A Novel Load Forecasting Approach Based on Smart Meter Data Using Advance Preprocessing and Hybrid Deep Learning
2021 · Fatih Ünal, Abdulaziz Almalaq, et al. · Applied Sciences · 28
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A hybrid chaotic bat algorithm for optimal placement and sizing of dg units in radial distribution networks
2024 · Imene Khenissi, Tawfik Guesmi, et al. · Energy Reports · 25
A New Design Method for Optimal Parameters Setting of PSSs and SVC Damping Controllers to Alleviate Power System Stability Problem
2021 · Anouar Farah, Akram Belazi, et al. · Energies · 21
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Optimal CONOPT solver-based coordination of bi-directional converters and energy storage systems for regulation of active and reactive power injection in modern power networks
2022 · Ognjen Lukačević, Abdulaziz Almalaq, et al. · Ain Shams Engineering Journal · 20
Retracted: An Effective Energy Management Approach within a Smart Island Considering Water-Energy Hub
2020 · Mohamed A. Mohamed, Abdulaziz Almalaq, et al. · IEEE Transactions on Industry Applications · 20
A Hybrid Chaotic-Based Multiobjective Differential Evolution Technique for Economic Emission Dispatch Problem
2023 · Abdulaziz Almalaq, Tawfik Guesmi, et al. · Energies · 18
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Integrated transmission expansion planning incorporating fault current limiting devices and thyristor-controlled series compensation using meta-heuristic optimization techniques
2024 · Abdulaziz Almalaq, Khalid Alqunun, et al. · Scientific Reports · 17
Machine Learning Performance Prediction of a Solar Photovoltaic-Thermoelectric System with Various Crystalline Silicon Cell Types
2023 · Hisham Alghamdi, Chika Maduabuchi, et al. · International Journal of Energy Research · 15
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Works count: 56
Citation count: 1,457
H-index: 20
I10-index: 30
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