الرئيسية

I'm Hussein Mohammed Ridha. I obtained a Bachelor of Science in Computer Engineering from the University of Mustansiriyah and a Master of Science in Electrical and Electronic Engineering from Universiti Putra Malaysia (UPM) in 2020. Additionally, I completed a Ph.D. degree at UPM in 2024. Currently, I hold the rank of lecturer within the Computer Engineering Department of Al-Mustansiriyah University.
Presently, I am engaged in research pertaining to the following areas: modeling of photovoltaic cells, machine learning and deep machine learning, electric vehicles (EVs), the optimal design of hybrid renewable energy systems, multi-objective optimization algorithms (MOOs), hybrid methodologies, evolutionary algorithms, and multi-criteria decision-making (MCDM) systems
In 2023 and 2024, I was ranked among the esteemed top 2% of scientists, according to Stanford University.

عدد زيارات البروفايل (4362)   

المحاضرات

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2023/06/13 pptx 5 قسم هندسة الحاسوب كلية الهندسة A Guideline Strategies to Write the High Quality Papers (ISIScopus) Index 1

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البحوث الرصينة

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Scopus 2025-02-26 Next Energy م.م . حسين محمد رضا A novel prediction of the PV system output current based on integration of optimized hyperparameters of multi-layer neural networks and polynomial regression models 1
Thomson 2025-02-10 Soft Computing م.م . حسين محمد رضا Enhancing voltage stability and load shedding optimization through a fusion of gravitational search algorithm and particle swarm optimization with deep learning 2
Thomson 2025-03-06 International Journal of Hydrogen Energy م.م . حسين محمد رضا A comprehensive review on biomass energy system optimization approaches: Challenges and issues 3
Scopus 2026-12-26 Journal of Advanced Research in Applied Sciences and Engineering Technology م.م . حسين محمد رضا Distribution Network Expansion Planning Considering Massive Penetration of Electric Vehicle Loads 4
علمية اخرى 2024-12-30 ELEKTRIKA- Journal of Electrical Engineering م.م . حسين محمد رضا A Review of Multi-Objective Optimization Methods of Grid-Connected Hybrid Renewable Energy Systems Combined with Electrical Vehicle Technique 5
Thomson 2024-10-14 scientific reports م.م . حسين محمد رضا Forecasting urban water demand using different hybrid-based metaheuristic algorithms’ inspire for extracting artificial neural network hyperparameters 6
Thomson 2024-09-27 Journal of Physics Communications م.م . حسين محمد رضا Advancing healthcare through piezoresistive pressure sensors: a comprehensive review of biomedical applications and performance metrics 7
Thomson 2024-09-01 Results in Engineering م.م . حسين محمد رضا Metaheuristic algorithms applied in ANN salinity modelling 8
Thomson 2024-07-02 Applied Soft Computing م.م . حسين محمد رضا A memory-guided Jaya algorithm to solve multi-objective optimal power flow integrating renewable energy sources. 9
Thomson 2024-03-18 IEEE Access م.م . حسين محمد رضا A Hybrid Sparrow Search Optimized Fractional Virtual Inertia Control for Frequency Regulation of Multi-Microgrid System 10
Scopus 2024-04-06 Advances in Science and Technology Research Journal م.م . حسين محمد رضا Design and Analysis LCCL–LC Compensation for Electric Vehicle Systems 11
Scopus 2024-03-15 International Journal of Robotics and Control Systems م.م . حسين محمد رضا Selection and Evaluation of Robotic Arm based Conveyor Belts (RACBs) Motions: NARMA(L2)-FO(ANFIS)PD-I based Jaya Optimization Algorithm 12
Thomson 2024-03-17 Sustainability م.م . حسين محمد رضا Optimal Design of Grid-Connected Hybrid Renewable Energy System Considering Electric Vehicle Station Using Improved Multi-Objective Optimization: Techno-Economic Perspectives 13
Thomson 2024-02-07 Renewable Energy م.م . حسين محمد رضا Multi-objective and multi-criteria decision making for Technoeconomic optimum design of hybrid standalone renewable energy system 14
Thomson 2024-01-01 Energy Conversion and Management م.م . حسين محمد رضا Estimation of photovoltaic models using an enhanced Henry gas solubility optimization algorithm with first-order adaptive damping Berndt-Hall-Hall-Hausman method 15
Thomson 2023-11-02 Expert Systems with Applications م.م . حسين محمد رضا A high-performance democratic political algorithm for solving multi-objective optimal power flow problem 16
Thomson 2023-09-28 Sustainability م.م . حسين محمد رضا Assessing the Potential of Hybrid-Based Metaheuristic Algorithms Integrated with ANNs for Accurate Reference Evapotranspiration Forecasting 17
Thomson 2023-09-26 Sustainability م.م . حسين محمد رضا Examination of Single- and Hybrid-Based Metaheuristic Algorithms in ANN Reference Evapotranspiration Estimating 18
Thomson 2023-08-31 Applied Water Science م.م . حسين محمد رضا Developing a hybrid model for accurate short-term water demand prediction under extreme weather conditions: a case study in Melbourne, Australia 19
Thomson 2023-08-18 Expert Systems with Applications م.م . حسين محمد رضا Optimal power flow using a hybridization algorithm of arithmetic optimization and aquila optimizer 20
Thomson 2023-08-19 IEEE Access م.م . حسين محمد رضا Enhancing NoC-based MPSoC Performance: A Predictive Approach with ANN and Guaranteed Convergence Arithmetic Optimization Algorithm 21
science 2023-05 Advances in Civil Engineering م.م . حسين محمد رضا Application of Metaheuristic Algorithms and ANN Model for Univariate Water Level Forecasting 22
thomson 2023-07 Applied Energy م.م . حسين محمد رضا Innovative hybridization of the two-archive and PROMETHEE-II triple-objective and multi-criterion decision making for optimum configuration of the hybrid renewable energy system 23
thomson 2023-02 Ain Shams Engineering Journal م.م . حسين محمد رضا Optimal load shedding scheme using grasshopper optimization algorithm for islanded power system with distributed energy resources 24
science 2022-12 Cogent Engineering م.م . حسين محمد رضا A CPSOCGSA-tuned neural processor for forecasting river water salinity: Euphrates river, Iraq 25
thomson 2022-12 Energy Conversion and Management م.م . حسين محمد رضا Multi-objective optimization and multi-criteria decision making aided by numerical method: Framework and a case study of Malaysia and South Africa 26
thomson 2022-11 Energy Reports م.م . حسين محمد رضا A novel microgrid fault detection and classification method using maximal overlap discrete wavelet packet transform and an augmented Lagrangian particle swarm optimization-support vector machine 27
thomson 2022-10 Advances in Civil Engineering م.م . حسين محمد رضا Hybrid Technique to Improve the River Water Level Forecasting Using Artificial Neural Network-Based Marine Predators Algorithm 28
thomson 2022-09 Hydrology م.م . حسين محمد رضا Applicability of ANN Model and CPSOCGSA Algorithm for Multi-Time Step Ahead River Streamflow Forecasting 29
thomson 2022-09 Arabian Journal for Science and Engineering م.م . حسين محمد رضا Indoor Localization for the Blind Based on the Fusion of a Metaheuristic Algorithm with a Neural Network Using Energy-Efficient WSN 30
thomson 2022-09 Atmosphere م.م . حسين محمد رضا Tuning ANN Hyperparameters by CPSOCGSA, MPA, and SMA for Short-Term SPI Drought Forecasting 31
thomson 2022-09 Solar Energy م.م . حسين محمد رضا Novel parameter extraction for Single, Double, and three diodes photovoltaic models based on robust adaptive arithmetic optimization algorithm and adaptive damping method of Berndt-Hall-Hall-Hausman 32
thomson 2022-07 Renewable and Sustainable Energy Reviews م.م . حسين محمد رضا Parameter extraction of single, double, and three diodes photovoltaic model based on guaranteed convergence arithmetic optimization algorithm and modified third order Newton Raphson methods 33
thomson 2022-02 Neural Computing and Applications م.م . حسين محمد رضا Zero root-mean-square error for single- and double-diode photovoltaic models parameter determination 34
thomson 2022-01 Neural Computing and Applications م.م . حسين محمد رضا Hybridization of soft-computing algorithms with neural network for prediction obstructive sleep apnea using biomedical sensor measurements 35
thomson 2022-03 Energy Conversion and Management م.م . حسين محمد رضا On the problem formulation for parameter extraction of the photovoltaic model: Novel integration of hybrid evolutionary algorithm and Levenberg Marquardt based on adaptive damping parameter formula 36
thomson 2022-01 IEEE Access م.م . حسين محمد رضا A Novel Theoretical and Practical Methodology for Extracting the Parameters of the Single and Double Diode Photovoltaic Models 37
scopus 2023-01 Journal of Water Resources Planning and Management م.م . حسين محمد رضا Assessing the Benefits of Nature-Inspired Algorithms for the Parameterization of ANN in the Prediction of Water Demand 38
thomson 2021-12 Applied Soft Computing م.م . حسين محمد رضا Optimal feature selection using modified cuckoo search for classification of power quality disturbances 39
thomson 2021-06 Energy م.م . حسين محمد رضا Parameters extraction of three diode photovoltaic models using boosted LSHADE algorithm and Newton Raphson method 40
scopus 2021-01 Solar Energy م.م . حسين محمد رضا Simulating a Stochastic Signal of Urban Water Demand by a Novel Combination of Data Analytic and Machine Learning Techniques 41
thomson 2020-10 Solar Energy م.م . حسين محمد رضا Parameters extraction of single and double diodes photovoltaic models using Marine Predators Algorithm and Lambert W function 42
thomson 2020-09 Water م.م . حسين محمد رضا Hybridised Artificial Neural Network Model with Slime Mould Algorithm: A Novel Methodology for Prediction of Urban Stochastic Water Demand 43
thomson 2020-09 Energy م.م . حسين محمد رضا Sizing and implementing off-grid stand-alone photovoltaic/battery systems based on multi-objective optimization and techno-economic (MADE) analysis 44
thomson 2020-06 Processes م.م . حسين محمد رضا Optimum Design of a Standalone Solar Photovoltaic System Based on Novel Integration of Iterative-PESA-II and AHP-VIKOR Methods 45
thomson 2020-06 Renewable Energy م.م . حسين محمد رضا Multiple scenarios multi-objective salp swarm optimization for sizing of standalone photovoltaic system 46
thomson 2020-01 Neural Computing and Applications م.م . حسين محمد رضا Estimation of photovoltaic module model’s parameters using an improved electromagnetic-like algorithm 47
other_w 2020-01 Processes م.م . حسين محمد رضا Optimal Design of Standalone Photovoltaic System Based on Multi-Objective Particle Swarm Optimization: A Case Study of Malaysia 48
thomson 2021-01 Renewable and sustainable energy م.م . حسين محمد رضا Multi-objective optimization and multi-criteria decision-making methods for optimal design of standalone photovoltaic system: A comprehensive review 49
thomson 2020-04 Energy Conversion and Management م.م . حسين محمد رضا Boosted mutation-based Harris hawks optimizer for parameters identification of single-diode solar cell models 50

المحاضرات الفيديوية