Abdulaziz Almalaq
机构: Associate professor at the University of Hail, and a member of KLAB at the University of Denver
主页: linkedin.com
每年引用次数
引用次数
引用: 1,142
H-指数: 18
I10-指数 : 24
出版物: 42
Distribution Level Building Load Prediction Using Deep Learning
Abdulaziz S Almalaq
University of Denver
2019
Electroencephalogram based Causality Graph Analysis in Behavior Tasks of Parkinson's Disease Patients
Abdulaziz S Almalaq
University of Denver
2015
A Novel Load Forecasting Approach Based on Smart Meter Data Using Advance Preprocessing and Hybrid Deep Learning
Sami Ekici , Fatih Ünal , Abdulaziz Almalaq
Applied Sciences 11 ( 6) 2742
12
2021
A Distributed Stochastic Energy Management Framework Based-Fuzzy-PDMM for Smart Grids Considering Wind Park and Energy Storage Systems
Mohamed A. Mohamed , Adel Fahad Alrasheedi , Khalid Abdulaziz Alnowibet , Abdulaziz Almalaq
IEEE Access 9 46674 -46685
37
2021
Stochastic multi-carrier energy management in the smart islands using reinforcement learning and unscented transform
Hongbo Zou , Juan Tao , Salah K Elsayed , Ehab E Elattar
International Journal of Electrical Power & Energy Systems 130 106988
62
2021
A Demand-Supply Matching-Based Approach for Mapping Renewable Resources Towards 100% Renewable Grids in 2050
Ahmad M. Abubaker , Mohamed A. Mohamed , Abdulaziz Almalaq , Adnan Darwish Ahmad
IEEE Access 9 58634 -58651
42
2021
An intelligent hybrid wavelet-adversarial deep model for accurate prediction of solar power generation
Mohamed A. Mohamed , Mohamed A. Mohamed , Abdulaziz Almalaq , Heba M. Abdullah
Energy Reports 7 2155 -2164
32
2021
Evolutionary Deep Learning-Based Energy Consumption Prediction for Buildings
Abdulaziz Almalaq , Jun Jason Zhang
IEEE Access 7 1520 -1531
81
2019
A Review of Deep Learning Methods Applied on Load Forecasting
Abdulaziz Almalaq , George Edwards
international conference on machine learning and applications 511 -516
182
2017
Parallel building: a complex system approach for smart building energy management
Abdulaziz Almalaq , Jun Hao , Jun Jason Zhang , Fei-Yue Wang
IEEE/CAA Journal of Automatica Sinica 6 ( 6) 1452 -1461
27
2019
Comparison of Recursive and Non-Recursive ANNs in Energy Consumption Forecasting in Buildings
Abdulaziz Almalaq , George Edwards
2019 IEEE Green Technologies Conference(GreenTech)
4
2019
Causality graph learning on cortical information flow in Parkinson's disease patients during behaviour tests
Abdulaziz Almalaq , Xiaoxiao Dai , Jun Zhang , Sara Hanrahan
2015 49th Asilomar Conference on Signals, Systems and Computers 925 -929
1
2015
Machine Learning Performance Prediction of a Solar Photovoltaic-Thermoelectric System with Various Crystalline Silicon Cell Types
Hisham Alghamdi , Chika Maduabuchi , Abdullah Albaker , Abdulaziz Almalaq
International Journal of Energy Research 2023
2023
Design and Analysis of Sliding-Mode Artificial Neural Network Control Strategy for Hybrid PV-Battery-Supercapacitor System
Mohamed Ali Zdiri , Tawfik Guesmi , Badr M Alshammari , Khalid Alqunun
Energies 15 ( 11) 4099
10
2022
Deep machine learning model-based cyber-attacks detection in smart power systems
Abdulaziz Almalaq , Saleh Albadran , Mohamed A Mohamed
Mathematics 10 ( 15) 2574
11
2022
Hybrid Deep Learning Applied on Saudi Smart Grids for Short-Term Load Forecasting
Abdullah Alrasheedi , Abdulaziz Almalaq
Mathematics 10 ( 15) 2666
4
2022
Big data-driven detection of false data injection attacks in smart meters
Fatih Ünal , Abdulaziz Almalaq , Sami Ekici , Patrick Glauner
IEEE Access 9 144313 -144326
5
2021
Machine learning and numerical simulations for electrical, thermodynamic, and mechanical assessment of modified solar thermoelectric generators
Mohammad Alobaid , Chika Maduabuchi , Abdullah Albaker , Abdulaziz Almalaq
Applied Thermal Engineering 220 119706
2023
An Adoptive Miner-Misuse Based Online Anomaly Detection Approach in the Power System: An Optimum Reinforcement Learning Method
Abdulaziz Almalaq , Saleh Albadran , Mohamed A Mohamed
Mathematics 11 ( 4) 884
2023