Publications (64) Publications de Muhammad Babar Rasheed

2024

  1. A game-theoretic approach to mitigate charging anxiety for electric vehicle users through multi-parameter dynamic pricing and real-time traffic flow

    Energy, Vol. 304

  2. An integrated model with interdependent water storage for optimal resource management in Energy–Water–Food Nexus

    Journal of Cleaner Production, Vol. 462

2023

  1. A hybrid framework for short term load forecasting with a navel feature engineering and adaptive grasshopper optimization in smart grid

    Applied Energy, Vol. 338

  2. Elephant Herding Robustness Evolution Algorithm With Multi-Clan Co-Evolution Against Cyber Attacks for Scale-Free Internet of Things in Smart Cities

    IEEE Access, Vol. 11, pp. 79056-79072

  3. Reinforcement Learning-Enabled Electric Vehicle Load Forecasting for Grid Energy Management

    Mathematics, Vol. 11, Núm. 7

  4. Short-Term Load Forecasting using Conditionally Restricted Boltzman Machine Optimized by Modified Grasshopper Optimization Algorithm

    2023 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2023

  5. Stability Enhancement of Grid-Connected Wind Power Generation System Using PSS, SFCL and STATCOM

    IEEE Access, Vol. 11, pp. 30832-30844

2022

  1. A Performance Comparison of Machine Learning Algorithms for Load Forecasting in Smart Grid

    IEEE Access, Vol. 10, pp. 48419-48433

  2. A Short-Term Load Forecasting Model Based on Self-Adaptive Momentum Factor and Wavelet Neural Network in Smart Grid

    IEEE Access, Vol. 10, pp. 77587-77602

  3. A blockchain-enabled trust aware energy trading framework using games theory and multi-agent system in smat grid

    Energy, Vol. 255

  4. Artificial Intelligence Based Flood Forecasting for River Hunza at Danyor Station in Pakistan

    Archives of Hydroengineering and Environmental Mechanics, Vol. 69, Núm. 1, pp. 59-77

  5. Artificial intelligence-enabled probabilistic load demand scheduling with dynamic pricing involving renewable resource

    Energy Reports, Vol. 8, pp. 14034-14047

  6. Feedforward Neural Network-Based Data Aggregation Scheme for Intrabody Area Nanonetworks

    IEEE Systems Journal, Vol. 16, Núm. 2, pp. 1796-1807

  7. Hyperparameter Optimization of Bayesian Neural Network Using Bayesian Optimization and Intelligent Feature Engineering for Load Forecasting

    Sensors, Vol. 22, Núm. 12

  8. Hyperparameter optimization of support vector machine using adaptive differential evolution for electricity load forecasting

    Energy Reports, Vol. 8, pp. 13333-13352

  9. Minimizing pricing policies based on user load profiles and residential demand responses in smart grids

    Applied Energy, Vol. 310

  10. Modeling and Optimizing the Integrated Energy-Water Nexus for Hydrogen Generation

    Proceedings - 2022 International Conference on Frontiers of Information Technology, FIT 2022

  11. Optimal Placement of Capacitors in Radial Distribution Grids via Enhanced Modified Particle Swarm Optimization

    Energies, Vol. 15, Núm. 7

  12. Short-Term Load Forecasting using Long Short Term Memory Optimized by Genetic Algorithm

    Proceedings - 2022 IEEE Sustainable Power and Energy Conference, iSPEC 2022

2021

  1. (DA-DOPF): A Day-Ahead Dynamic Optimal Power Flow With Renewable Energy Integration in Smart Grids

    Frontiers in Energy Research, Vol. 9