Publications

Submitted:

1. M. B. Rasheed, and Maria D. R-Moreno, “An Integrated Model with Interdependent Storage for Optimal Resource Management in Energy-Water-Food Nexus", in Journal of Cleaner Production, Elsevier, 2023, (IF-9.746).

2. M. B. Rasheed, Maria D. R-Moreno, and Rodríguez García Daniel, “An optimization cost strategy for hydrogen flow network with storage units", in Energy Reports, Elsevier, 2023, (IF-5.1).

3. M. B. Rasheed, Ángel L. Llamazares, and Pedro Alfonso Revenga de Toro, “A Game-Theoretic Approach to Mitigate Charging Anxiety for Electric Vehicle Users Through Multi-Parameter Dynamic Pricing and Real-Time Traffic Flow", in Energy, Elsevier, 2023, (IF-9.0).

4. M. Zulfiqar,  M. B. Rasheed, Maria D. R-Moreno and Rodríguez García Daniel, “Enabling Secure and Fair Energy Trading in Smart Communities using Blockchain Technology with Mutual Verifiable Fairness", in IEEE Transactions on Smart Grid, 2023, (IF-10.275).

5. M. Zulfiqar, M. B. Rasheed, Kelum A.A. Gamage and Chris Gould, “Efficient Parameter Tuning for LSTM-Based Electricity Load Forecasting Using Modified Particle Swarm Optimization", in  Applied Energy, 2024, (IF-11.2).

6. M. Zulfiqar, N. Alshumari, M. Hassan and  M. B. Rasheed, “Optimizing Electric Vehicle Charging Scheduling using Reinforcement Learning and Markov Decision Processes in Smart Grids", in Journal of Energy Storage, Elsevier, 2024, (IF-9.4).

Journal Papers:

1. M. Zulfiqar, M. B. Rasheed, et al., “Blockchain-Enabled a Secured Peer-to-Peer Energy Transaction Model with Dynamic Pricing Scheme", submitted in Applied Energy, Elsevier, 2022, (IF-3.414).

2. M. Zulfiqar and M. B. Rasheed, et al., “Short Term Load Forecasting using Grasshopper Optimization Algorithm for Smart Grid Environment,  submitted in Applied Energy, Elsevier, 2023, (IF-9.848).

3. M. B. Rasheed, Maria D. R-Moreno and Kelum A. A. Gamage, “Artificial Intelligence-Enabled Probabilistic Load Demand Scheduling with Dynamic Pricing Involving Renewable Resource, in Energy Reports, Elsevier, 2022, (IF-4.7).

4. M. B. Rasheed, and Maria D. R-Moreno, “Minimizing Pricing Policies based on Users Load Profiles and Residential Demand Responses in Smart Grids”, in Applied Energy, Elsevier, 2022, (IF-9.746).

5. M. Zulfiqar, M. Kamran and M. B. Rasheed, "Hyperparameter Optimization of Support Vector Machine using Adaptive Differential Evolution and Multivariate Empirical Mode Decomposition for Load Forecasting in Smart Grid", in Energy Reports, Elsevier, 2022, (IF-4.970)

6. M. Zulfiqar, M. Kamran and M. B. Rasheed, "A Blockchain-enabled Trust Aware Energy Trading Framework using Games Theory and Multi-Agent System in Smart Grid", in Energy, Elsevier, 2022 (IF-7.55)

7. T. Alquthami, M. Zulfiqar, M. Kamran, A. H. Milyani and M. B. Rasheed, "A Performance Comparison of Machine Learning Algorithms for Load Forecasting in Smart Grid," in IEEE Access, 2022, vol. 10, pp. 48419-48433, 2022, DOI: 10.1109/ACCESS.2022.3171270. (IF-7.55). Download

8. Z. Chishti, Kelum A. A. Gamage, Muhammad Kamran, and M. B. Rasheed, "Hyperparameter Optimization of Bayesian Neural Network Using Bayesian Optimization and Intelligent Feature Engineering for Load Forecasting" in Sensors, 2022 (IF-3.735) 

9. M. Zulfiqar, M. Kamran and M. B. Rasheed, T. Alquthami and A. H. Milyani, "A Short Term Load Forecasting Model Based on Self-Adaptive Momentum Factor and Wavelet Neural Network in Smart Grid" in IEEE Access, 2022, (IF-3.745)

10. A. Ilyas and M. B. Rasheed, et. al., “(DA-DOPF): A Day Ahead Dynamic Optimal Power Flow with Renewable Energy Integration in Smart Grid”, in Frontiers Energy Research, 2021, (IF-4.008).

11. W. Hassan and M. B. Rasheed, et al., An Enterprise Control Method for Joint Optimization of Energy and Reserve Capacity with the Integration of Variable Energy Resources and Storage Units, in IEEE Access, 2021, (IF-3.745).

12. T. Alquthami and M. B. Rasheed, et al., An Incentive-Based Dynamic Pricing Policy in Smart Grid: A Customer’s Perspective, in Sustainability, 2021, (IF-2.576).

13. B. Masood, and M. B. Rasheed et al., Measurements and Characterisation of Low and Medium Voltage Residential, Commercial and Industrial NB-PLC Networks for AMI”, in IET Generation, Transmission & Distribution.

14. Muhammad Junaid Tahir, Muhammad Babar Rasheed and Mohd Khairil Rahmat, "Optimal Placement of Capacitors in Radial Distribution Grids via Enhanced Modified Particle Swarm Optimization", Energies, 2021.

15. B Masood, MA Khan, S Baig, and M. B. Rasheed et al., "Investigation of deterministic, statistical and parametric NB-PLC channel modelling techniques for advanced metering infrastructure", Energies, 2020, Energies (IF-2.707).

16. K. Maswadi, N. A. Ghani, S. Hamid, and M. B. Rasheed, “Human Activity Classification using Naive Bayes and Decision Tree Classifiers”, in Multimedia Tools and Applications, Springer, 2021 (IF- 1.96)

17. M. Ali and M. B. Rasheed, “Software Architectural Knowledge Classification using Data Mining”, Concurrency and Computation: Practice and Experience, Wiley 2020 (I.F-1.167)

18. A. Ilyas and M. B. Rasheed et. al., “Towards Multi-Objective Optimization Using Fuzzy Membership Function Approach for Optimal Power Flow in Smart Grid”, in IEEE Access 2020 (I.F-4.098)

19. M. B. Rasheed, M. Awais and T. Alquthami “An Optimal Scheduling and Fair Pricing for Electric Vehicles”, in, IEEE Access 2020 (I.F-3.60)

20. Z. Khalid, T. Alquthami, and M. B. Rasheed, “Residential Load Management in Conjunction with Energy Storage System Using Load Based Price Policy”, in Energies (IF-2.707).

21. M. B. Rasheed, N. Javaid, M. Awais, T. Alquthami, “Dynamic Pricing Mechanism with the Integration of Renewable Energy Source in Smart Grid”, in IEEE Access (IF-3.557).

22. A. Al-Sumaiti and M. B. Rasheed et. al., “Economic Evaluation of Electricity Generation Options for Grid: A Comparison with the Literature”, in Energies, 2020 (I.F-3.557)

23. H. Fahim, S Javaid, W Li, IB Mabrouk, M Al Hasan, M. B. Rasheed, "An efficient routing scheme for intrabody nanonetworks using artificial bee colony algorithm", IEEE Access, 2020 (IF-3.557).

24. FU Khan, M Awais, MB Rasheed, B Masood, Y Ghadi, "A Comparison of Wireless Standards in IoT for Indoor Localization Using LoPy", IEEE Access, 2020  (IF-3.557).

25. B. Maqsood and M. B. Rasheed, ‘“Characterization and Modelling of Medium Voltage Network for Narrowband Power Line Communication”, in Energies, 2020 (I.F-2.707)

26. I. Ullah, M. B. Rasheed and T. Alqathemi, “A Real-Time Load Scheduling and Storage Management with the Integration of On-Site PV System in Smart Grid”, in Sustainability, 2019 (I.F-2.705)

27. M. B. Rasheed, and N. Javaid et. al., “Multiagent control system for residential energy management under real-time pricing environment”, in IEEE Access (IF-3.557, Q1), 2019, Download

28. A. Naz, N. Javaid and M. B. Rasheed, et. al, “Game theoretical Energy Management with Storage Capacity Optimization and Photo-Voltaic Cell Generated Power Forecasting in Micro Grid”, in Sustainability 2019 (I.F-2.075), Download

29. U. Asghar, M. B. Rasheed, A. S. Alsumaiti and I. Ali, “Smart Energy Optimization Using Heuristic Algorithm in Smart Grid with Integration of Solar Energy Sources” Energies, IF-(2.676), 2018, Download

30. S Raza, MA Mirza, S Ahmad, M Asif, M. B Rasheed, Y Ghadi, "A vehicle to vehicle relay-based task offloading scheme in Vehicular Communication Networks" PeerJ Computer Science, 2020.

31. W. Hassan, M. B. Rasheed, N. Javaid, W. Nazar and M. Akmal, “Co-optimization of Energy and Reserve Capacity Considering Energy Storage Unit with Uncertainty” in Energies (IF −2.676), 2018, Download

32. N. Javaid, M. Naseem, M. B. Rasheed, D. Mahmood, S. A. Khan, N. Alrajeh, Z. Iqbal, “A New Heuristically Optimized Home Energy Management Controller for Smart Grid”, Sustainable Cities and Society, Elsevier (IF-3.073), 2017, Download

33. M. B. Rasheed, N. Javaid, M. Awais, Z. A. Khan, U. Qasim, N. Alrajeh, Z. Iqbal, and Q. Javaid, “Real-Time Information-Based Energy Management Using Customer Preferences and Dynamic Pricing in Smart Homes”, Energies (IF − 2.676), 2016, Download.

34. M. B. Rasheed, N. Javaid, A. Ahmad, M. Jamil, Z.A. Khan, U. Qasim, and N. Alrajeh, “Energy Optimization in Smart Homes Using Customer Preferences and Dynamic Pricing”, Energies (IF − 2.676), 2016, Download.

35. M. B. Rasheed, N. Javaid, A. Ahmad, M. Awais, Z. A. Khan, U. Qasim, and N. Alrajeh, “Priority and Delay Constrained Demand Side Management in Real-Time Price Environment With Renewable Energy Source”, International Journal of Energy Research (IF −3.009), 2016, Download.

36. M. B. Rasheed, N. Javaid, A. Ahmad, Z. A. Khan, U. Qasim, and N. Alrajeh, “An Efficient Power Scheduling Scheme for Residential Load Management in Smart Homes”, Applied Sciences - MDPI (IF − 1.689), 2015, Download.

Conference Proceedings & Book Chapters

1. M. B. Rasheed, and Maria D. R-Moreno, “IEWH: Modeling and Optimization of Integrated Energy Water Hydrogen System" in 19th International Conference on Frontiers of Information Technology (FIT'22), ISB, PAK. 

2. M. Zulfiqar, M. B. Rasheed, and Maria D. R-Moreno, "Short-Term Load Forecasting using Long Short Term Memory Optimized by Genetic Algorithm" in IEEE Sustainable Power and Energy Conference (iSPEC) 2022, Perth, Australia.

3. M. Zulfiqar, M. B. Rasheed, and Maria D. R-Moreno, "Short-Term Load Forecasting using Conditionally Restricted Boltzman Machine Optimized by Modified Grasshopper Optimization Algorithm" in the 14th Conference on Innovative Smart Grid Technologies, North America (ISGT NA 2023), sponsored by the IEEE Power & Energy Society (PES), Washington, D.C. 

4. M. B. Rasheed, and Maria D. R-Moreno, “The Energy-Water-Food Nexus Architecture for the Optimal Resource Allocation,  in IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe-2021).

5. R. A. Al-Arrouqi, O. Ellabban, M. B. Rasheed and L. Al-Fagih, “An Assessment of Different Electricity Tariffs on Residential Photovoltaic System Profitability: Australian Case Study”, submitted in 2nd International Conference on Smart Grid and Renewable Energy, Doha, Qatar, 2019.

6. S. A. Alhashmi, A. S. Al-Sumaiti, and M. B. Rasheed, “Building energy management system: an overview of recent literature research” in Advances in Science and Engineering Technology (ASET), UAE, 2019.

7. A. Asghar, M. B. Rasheed, M. Awais, “Residential Load Management using Heuristic Optimization”, in IEEE Recent Advances in Electrical Engineering (RAEE) - PEAS, Pakistan 2018.”

8. M. Awais, M. B. Rasheed, Z. Iqbal and M. Usman, “Multiple User-Based Residential Energy Management Scheme for Smart Homes”, IEEE International Conference on Power, Energy and Smart Grid (ICPESG-2018), MUST University, Mirpur, AJK, Pakistan.

9. M. B. Rasheed, M. Awais, Z. A. Khan, M. Akbar, and N. Javaid, “A novel pricing mechanism for demand-side load management in smart grid”, 31th IEEE International Conference on Advanced Information Networking and Applications, Tamkang University, Taipei, Taiwan, March 27-29, 2017”, Download.

10. M. B. Rasheed, N. Javaid, L. Barolli, M. Takizawa, T. Enokido, M. Ikida, “Transient Stability Analysis of an Islanded Microgrid under Variable Load”, 19th International Conference on Network-Based Information Systems (NBiS-2016), Czech Republic, Download.

11. M. B. Rasheed, N. Javaid, Z. A. Khan, and M. Akbar,, “Multiagent control system for residential energy management under real-time pricing environment”, 31st IEEE International Conference on Advanced Information Networking and Applications, Tamkang University, Taipei, Taiwan, March 27-29, 2017, Download.

12. M. B. Rasheed, N. Javaid, L. Barolli, M. Takizawa, T. Enokido, M. Ikida, “An Energy-Efficient Residential Load Management System for Multi-Class Appliances in Smart Homes”, 18th International Conference on Network-Based Information Systems (NBiS-2015), Taipei, Taiwan, Download.

13. M. B. Rasheed, N. Javaid, T. A. Alghamdi, S. Mukhtar, U. Qasim, Z. A. Khan, and M. H. B. Raja, “Evaluation of Activity Recognition and Fall Detection Using Android Phone”, 29th IEEE International Conference on Advanced Information Networking and Applications (AINA-2015), Gwangju, Koria, Download.

In Process:

1. M. B. Rasheed, “Network Planning and Optimization of a Hydrogen Gas Networks using Graph Theory", to be submitted, 2022, (IF-3.367).

2. M. Zulfiqar and M. B. Rasheed, et al., “Hyper-parameter Optimization of Support Vector Machine using Adaptive Differential Evolution and Multivariate Empirical Mode Decomposition for Load Forecasting in Smart Grid", to be submitted in Sustainable Cities and Society, Elsevier, 2022, (IF-7.587).

3. Z. Chishti and M. B. Rasheed, et al., “Bayesian Neural Networks trained by Hybrid Monte Carlo Algorithm (hMCA) for Short-term load forecasting, to be submitted in IEEE Transaction in Smart Grid, 2021, (IF-8.848).

4. Z. Chishti and M. B. Rasheed, et al., “A Novel Wavelet Neural Network Load Forecasting Algorithm with Adaptive Momentum Factor, to be submitted in Applied Energy, Elsevier 2021, (IF-8.848).