كلية الهندسة
قسم هندسة الحاسوب والذكاء الاصطناعي
البريد الالكتروني [email protected]
رقم الهاتف +9647704245424
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I'm Hussein Mohammed Ridha. I obtained a Bachelor of Science in Computer Engineering and Artificial Intelligence 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 and Artificial Intelligence 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, 2024, and 2025, I was ranked among the esteemed top 2% of scientists, according to Stanford University.
| تحميل | تاريخ رفع المحاضرة | نوع الملف | المرحلة | القسم | الكلية | اسم المحاضرة | ت |
| 2026/02/04 | rar | 1 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | Chapter 7 Problems and solutions | 1 | |
| 2026/02/04 | rar | 1 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | Chapter 6 Problems and solutions | 2 | |
| 2026/01/11 | 1 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | اسس كهرباء | 3 | ||
| 2026/01/05 | 1 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | اسئلة وحلول الفصل الرابع | 4 | ||
| 2025/12/04 | 1 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | Chapter 3 Problems and solutions | 5 | ||
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 25 | 6 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 24 | 7 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 23 | 8 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 22 | 9 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 21 | 10 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 20 | 11 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 19 | 12 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 18 | 13 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 17 | 14 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 16 | 15 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 15 | 16 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 14 | 17 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 13 | 18 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 11 | 19 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 10 | 20 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 9-10 | 21 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 7-8 | 22 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 6 | 23 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 5 | 24 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 4 | 25 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 2 | 26 | |
| 2025/12/01 | pptx | 4 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | ذكاء اصطناعي محاضرة 1 | 27 | |
| 2025/11/24 | rar | 1 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | Chapter 2 problems and solutions | 28 | |
| 2025/11/19 | 1 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | Chapter 1 Problems and Solutions | 29 | ||
| 2023/06/13 | pptx | 5 | قسم هندسة الحاسوب والذكاء الاصطناعي | كلية الهندسة | A Guideline Strategies to Write the High Quality Papers (ISIScopus) Index | 30 |
لا توجد سيرة ذاتية منشورة لهذا التدريسي حالياً.
| رابط البحث | قاعدة البيانات | تاريخ النشر | اسم المجلة | اسم الباحث | عنوان البحث | ت |
| Thomson | 2026-07-12 | Next Energy | م.م . حسين محمد رضا | Smart integration of renewable energy and electric vehicles using multi-objective adaptive artificial hummingbird optimization and decision-making methods | 1 | |
| Scopus | 2026-06-15 | Iraqi Journal for Electrical and Electronic Engineering | م.م . حسين محمد رضا | Design Capacitive Pressure Sensor (MEMS) with High Sensitivity and Linearity for Biomedical Application | 2 | |
| Thomson | 2026-05-12 | Energy Conversion and Management: X | م.م . حسين محمد رضا | Efficient photovoltaic model parameter estimation using a hybrid meta-heuristic algorithm and an enhanced Fourth-Order Newton-Raphson method | 3 | |
| Thomson | 2026-03-30 | Renewable Energy | م.م . حسين محمد رضا | Tri-objective Optimization and Decision-Making methods for Stand-alone Photovoltaic/Battery System: A Case study and Techno-economic Assessments | 4 | |
| Thomson | 2026-01-01 | Renewable Energy | م.م . حسين محمد رضا | A novel hybrid photovoltaic current prediction model utilizing singular spectrum analysis, adaptive beluga whale optimization, and improved extreme learning machine | 5 | |
| Scopus | 2025-08-07 | Neural Computing and Applications | م.م . حسين محمد رضا | Accelerated black hole optimization algorithm with enhanced FOPID controller for omni-wheel drive mobile robot system | 6 | |
| Scopus | 2025-01-04 | Journal of Advanced Research Design | م.م . حسين محمد رضا | Distribution Network Expansion Planning and Integration of Distributed Energy Resources Considering Massive Penetration of Electric Vehicle Charging Stations in Malaysia | 7 | |
| Thomson | 2025-06-03 | International Journal of Hydrogen Energy | م.م . حسين محمد رضا | A comprehensive review on biomass energy system optimization approaches: Challenges and issues | 8 | |
| 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 | 9 | |
| 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 | 10 | |
| 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 | 11 | |
| 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 | 12 | |
| 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 | 13 | |
| 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 | 14 | |
| 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 | 15 | |
| Thomson | 2024-09-01 | Results in Engineering | م.م . حسين محمد رضا | Metaheuristic algorithms applied in ANN salinity modelling | 16 | |
| 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. | 17 | |
| 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 | 18 | |
| 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 | 19 | |
| 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 | 20 | |
| 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 | 21 | |
| 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 | 22 | |
| 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 | 23 | |
| 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 | 24 | |
| 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 | 25 | |
| Thomson | 2023-09-26 | Sustainability | م.م . حسين محمد رضا | Examination of Single- and Hybrid-Based Metaheuristic Algorithms in ANN Reference Evapotranspiration Estimating | 26 | |
| 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 | 27 | |
| 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 | 28 | |
| 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 | 29 | |
| science | 2023-05 | Advances in Civil Engineering | م.م . حسين محمد رضا | Application of Metaheuristic Algorithms and ANN Model for Univariate Water Level Forecasting | 30 | |
| 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 | 31 | |
| 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 | 32 | |
| science | 2022-12 | Cogent Engineering | م.م . حسين محمد رضا | A CPSOCGSA-tuned neural processor for forecasting river water salinity: Euphrates river, Iraq | 33 | |
| 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 | 34 | |
| 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 | 35 | |
| 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 | 36 | |
| thomson | 2022-09 | Hydrology | م.م . حسين محمد رضا | Applicability of ANN Model and CPSOCGSA Algorithm for Multi-Time Step Ahead River Streamflow Forecasting | 37 | |
| 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 | 38 | |
| thomson | 2022-09 | Atmosphere | م.م . حسين محمد رضا | Tuning ANN Hyperparameters by CPSOCGSA, MPA, and SMA for Short-Term SPI Drought Forecasting | 39 | |
| 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 | 40 | |
| 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 | 41 | |
| 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 | 42 | |
| 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 | 43 | |
| 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 | 44 | |
| 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 | 45 | |
| 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 | 46 | |
| thomson | 2021-12 | Applied Soft Computing | م.م . حسين محمد رضا | Optimal feature selection using modified cuckoo search for classification of power quality disturbances | 47 | |
| thomson | 2021-06 | Energy | م.م . حسين محمد رضا | Parameters extraction of three diode photovoltaic models using boosted LSHADE algorithm and Newton Raphson method | 48 | |
| 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 | 49 | |
| 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 | 50 | |
| 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 | 51 | |
| 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 | 52 | |
| 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 | 53 | |
| thomson | 2020-06 | Renewable Energy | م.م . حسين محمد رضا | Multiple scenarios multi-objective salp swarm optimization for sizing of standalone photovoltaic system | 54 | |
| 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 | 55 | |
| 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 | 56 | |
| 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 | 57 | |
| 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 | 58 |