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Name Dr. Intisar Ali Sajjad
Designation Associate Professor
Department Electrical Engineering (Taxila)
Highest Qualification PhD
Specialization Smart Grids, Smart Buildings, Demand Side Management, Renewable Energy, Probabilistic Modeling and simulation
Phone No +92 51 9047554
Cell No +923361566911
Fax No +92 51 9047420
Email [email protected]
  • PhD Electrical Engineering, Politecnico Di Torino, Italy (2015)
  • MSc (Hons.) Electrical Engineeering, Specialization in Power, University of Engineering & Technology, Taxila   (2011)
  • B.Sc. (Hons.) Electrical (Power) Engineering (Gold Medalist), University of Engineering & Technology Lahore    (2007)
  • Demand Side Management
  • Energy Efficiency
  • Business Modeling for Smart (mini) Grids
  • AI Applications in Power Systems

Journal Publications:

  1. A. Ullah, S.S. Haroon, I.A. Sajjad, S. Amin, and H. Shaukat, “A Decentralized multi Agent ANN Based Control Technique for Operational Cost Optimization of Isolated Microgrid Systems,” Mehran University Research Journal of Engineering and Technology, vol.40, no. 3, pp. 512 – 530, 2021. DOI: https://doi.org/10.22581/muet1982.2103.06
  2. M.A. Khan, S.S. Haroon, A.R. Bhatti, S. Amin and I.A. Sajjad, “A Feasibility Analysis of Wind Power Project in the Hunza Valley of Pakistan,” Mehran University Research Journal of Engineering and Technology, vol. 40, no. 3, 582 – 590, 2021. DOI: https://doi.org/10.22581/muet1982.2103.12
  3. H. Farooq, W. Ali, H. Iqbal, A. Rasool, I.A. Sajjad and A.A. Noon, “Evaluation of the Safety Performance of a 500-kV AC Substation Grounding Using IEEE Standard 80-2013,” Electrica, vol. 21, no. 2, pp. 225-234, 2021. DOI: https://doi.org/10.5152/electrica.2021.20086
  4. M. Waseem, Z. Lin, S. Liu, Z. Jinai, M. Rizwan and I.A. Sajjad, “Optimal BRA based electric demand prediction strategy considering instance‐based learning of the forecast factors,” Int. Trans. Electrical Energy Systems, pp. e12967, 2021 (Early Access). DOI: https://doi.org/10.1002/2050-7038.12967
  5. H.A. Muqeet, H.M. Munir, A. Ahmad, I.A. Sajjad, G. Jiang and H. Chen, “Optimal Operation of the Campus Microgrid considering the Resource Uncertainty and Demand Response Schemes,” Mathematical Problems in Engineering, vol. 202, pp. 1-18, 2021. DOI: https://doi.org/10.1155/2021/5569701
  6. M.W. Saddique, S.S. Haroon, S. Amin, A.R. Bhatti, I.A. Sajjad and R. Liaqat, “Optimal placement and sizing of shunt capacitors in radial distribution system using polar bear optimization algorithm,” Arabian Journal for Science and Engineering, vol. 46, no. 2, pp. 873-899, 2021. DOI: https://doi.org/10.1007/s13369-020-04747-5
  7. A.T. Kiani, M.F Nadeem, A. Ahmed, I.A. Khan, H.I. Alkhammash, I.A. Sajjad, B. Hussain, “An Improved Particle Swarm Optimization with Chaotic Inertia Weight and Acceleration Coefficients for Optimal Extraction of PV Models Parameters,” Energies, vol. 14, no. 11, pp. 2980, 2021. DOI: https://doi.org/10.3390/en14112980
  8. W. Ali, H. Farooq, A. Rasool, I.A. Sajjad, C. Zhenhua, L. Ning, “Modeling and Analysis of the Dynamic Response of an Off-Grid Synchronous Generator Driven Micro Hydro Power System,” Int. Journal of Renewable Energy Development, vol. 10, no. 2, pp. 373 – 384, 2021. DOI: https://doi.org/10.14710/ijred.2021.33567
  9. M. Waseem, I.A. Sajjad, S.S. Haroon, S. Amin, H. Farooq and L. Martirano, “Electrical Demand and its Flexibility in Different Energy Sectors,” Electric Power Components and Systems, vol. PP, no. PP, pp. 1339-1361, 2020. DOI: https://doi.org/10.1080/15325008.2020.1854372
  10. W.U. Rehman, A.R. Bhatti, A.B. Awan, I.A. Sajjad, A.A. Khan, R. Bo, S.S. Haroon, S. Amin, I.   Tlili and  O. Oboreh-Snapps, “The penetration of renewable and sustainable energy in Asia: A state-of-the-art review on net-metering,” IEEE Access, vol. 8, no.1, pp. 170364 – 170388, DOI: https://doi.org/1109/ACCESS.2020.3022738 
  11. I. Sohail, B. Hussain, M. Abubakar, I.A. Sajjad, M.F.N. Khan and M. Sarwar, “SC Currents Minimization in Distributed Generation embedded Distribution Networks with Optimal Application of FCLs,” CSEE Journal of Power and Energy Systems, 2020. (Published online) DOI: https://doi.org/10.17775/CSEEJPES.2020.00820   
  12. M. Waseem, Z. Lin, S. Liu, I.A. Sajjad and T. Aziz, “Optimal GWCSO-based Home Appliances Scheduling for Demand Response Considering End-Users Comfort,” Electric Power Systems Research, vol. 187, 2020. DOI: https://doi.org/10.1016/j.epsr.2020.106477
  13. M.U. Afzaal, I.A. Sajjad, M.F.N. Khan, S.S. Haroon, S. Amin, R and Bo, W. Rehman, “Inter-temporal Characterization of Aggregate Residential Demand based on Weibull Distribution and Generalized Regression Neural Networks for Scenario Generations,” Journal of Intelligent & Fuzzy Systems, vol. 39, no. 3, pp. 4491-4503, 2020. DOI: https://doi.org/10.3233/JIFS-200462.
  14. A. Ahmed, M.F.N. Khan, I.A. Sajjad, R. Bo, I.A. Khan, and A. Raza, “Probabilistic generation model for optimal allocation of wind DG in distribution systems with time-varying load models,” Sustainable Energy, Grids and Networks, vol. 22, pp. 100358, June 2020. DOI: DOI:https://doi.org/10.1016/j.segan.2020.100358.
  15. S.F.A Shah, I.A. Sajjad, M.F.N. Khan, H. Farooq and A. Rasool, “Voltage Control and Power Loss Reduction in an Active Distribution Network using Solid State Transformers,” Sir Syed University Research Journal of Engineering & Technology, 2020. DOI: https://doi.org/10.33317/ssurj.183  
  16. Anum Abid, Tahir Nadeem Malik, Farah Abid, I.A. Sajjad, “Dynamic Economic Dispatch Incorporating Photovoltaic and Wind Generation using Hybrid FPA with SQP,” IETE Journal of Research, vol. 66, no. 2, pp. 204 – 213, 2020. DOI: https://doi.org/10.1080/03772063.2018.1483748
  17. M.F.N. Khan, T.N. Malik and I.A. Sajjad, “A Novel Probabilistic Generation Model for Grid Connected PV Based Distributed Generation,” Journal of Engineering Research, vol. 8, no. 1, pp. 231 – 247, 2020. DOI: https://doi.org/10.36909/jer.v8i1.5634
  18. M.U. Afzaal, I.A. Sajjad, A.B. Awan, et al., “Probabilistic Generation Model of Solar Irradiance for Grid Connected Photovoltaic Systems Using Weibull Distribution,” Sustainability, vol. 12, no. 6, pp. 1 – 17, 2020. DOI: https://doi.org/10.3390/su12062241
  19. M.S. Saddique, A.R. Bhatti, S.S. Haroon, M.K. Sattar, S. Amin, I.A. Sajjad, S. Sadam-ul-Haq, A.B. Awan and N. Rasheed, “Solution to optimal reactive power dispatch in transmission system using meta-heuristic techniques―Status and technological review,” Electric Power Systems Research, vol. 178, no. 1, pp. 1 – 16, 2020. DOI: https://doi.org/10.1016/j.epsr.2019.106031
  20. M. Iqbal, I.A. Sajjad, S. Amin, S.S. Haroon, R. Liaqat, M.F.N. Khan, M. Waseem, M.A. Shah, “Optimal Scheduling of Residential Home Appliances by Considering Energy Storage and Stochastically Modelled Photovoltaics in a Grid Exchange Environment Using Hybrid Grey Wolf Genetic Algorithm Optimizer,” Applied Sciences, vol. 9, no. 23, pp. 1-33, 2019. DOI: https://doi.org/10.3390/app9235226
  21. T. Rehman, S. Amin, H. Shaukat, S.S. Haroon, I.A. Sajjad and M. Awais, “Effect of nano filler concentration on leakage current and partial discharge properties of zepoxy nano composites,” SN Applied Sciences, vol. 1, no. 10, pp. 1218 – 1226, 2019. DOI: https://doi.org/10.1007/s42452-019-1227-4
  22. W.U. Rehman, M.F.N. Khan, I.A. Sajjad and M.U. Afzaal, “Probabilistic generation model for grid connected wind DG,” Journal of Renewable and Sustainable Energy, vol. 11, no. 4, pp. 1 – 23, 2019. DOI: https://doi.org/10.1063/1.5064613
  23. M.S. Fakhar, A.R. Rashif, N. Ain, H.Z. Hussain, A Rasool and I.A. Sajjad, “Statistical Performances Evaluation of APSO and Improved APSO for Short Term Hydrothermal Scheduling Problem,” Applied Sciences, vol. 9, no. 12, pp. 1 – 22, 2019. DOI: https://doi.org/10.3390/app9122440
  24. M. Awais, R. Sundararajan, I.A. Sajjad, S.S. Haroon, S. Amin, H. Shaukat and M.A. Nasir, “Investigation on optimal filler loadings for dielectric strength enhancement of epoxy/ [email protected] nanocomposite,” Materials Research Express, vol. 6, no. 6, pp. 1 – 8, 2019. DOI: https://doi.org/10.1088/2053-1591/ab0ef2
  25. S. Latif, S. Amin, S.S. Haroon and I.A. Sajjad, “Self-healing materials for electronic applications: An overview,” Materials Research Express, vol.6, no. 6, pp. 1 – 16, 2019. DOI: https://doi.org/10.1088/2053-1591/ab0f4c
  26. M. Faisal Nadeem Khan, Tahir Nadeem Malik, I.A. Sajjad, “Impact of Time Varying Load Models on PV DG Planning,” Journal of Renewable and Sustainable Energy, vol. 10, no. 3, pp. 1 – 20, 2018. DOI: https://doi.org/10.1063/1.5028170
  27. N. Majeed, S.S. Haroon, S. Hassan, S. Amin, I.A. Sajjad, A. Waqar, M. Amir, M. Yaqoob, I. Alam, “Multiple Fuel Machines Power Economic Dispatch using Stud Differential Evolution,” Energies, vol. 11, no. 6, pp. 1 – 20, 2018. DOI: https://doi.org/10.3390/en11061393
  28. I.A. Sajjad, M. Manganelli, L. Martirano, R. Napoli, G. Chicco and G. Parise, “Net-Metering Benefits for Residential Customers: The Economic Advantages of a Proposed User-Centric Model in Italy,” IEEE Industry Applications Magazine, vol. 24, no. 4, pp. 39 – 49, 2018. DOI: https://doi.org/10.1109/MIAS.2017.2740459
  29. M.M. Iqbal, S. Amin, I.A. Sajjad, S.S. Haroon, M.A. Shah, “HVDC: its Scope and Future Trends,” International Journal of Scientific and Engineering Research, vol. 9, no. 8, pp. 1980 – 1989, 2018. https://www.ijser.org/researchpaper/HVDC-its-Scope-and-Future-Trends.pdf
  30. I.A. Sajjad, G. Chicco and R. Napoli, “Definitions of Demand Flexibility for Aggregate Residential Loads,” IEEE Transactions on Smart Grid, vol. 7, no.6, pp. 2633 – 2643, 2016. DOI: https://doi.org/10.1109/TSG.2016.2522961
  31. I.A. Sajjad, G. Chicco and R. Napoli, “Probabilistic generation of time-coupled aggregate residential demand patterns,” IET Generation Transmission & Distribution, vol. 9, no. 9, pp. 789 – 797, 2015. DOI: https://doi.org/10.1049/iet-gtd.2014.0750

Conference Publications:

  1. A. Wasaya, I.A. Sajjad, R. Liaqat, M.M. Iqbal, “A Brief Comparative Study of Uncertainty Modeling Techniques in Power System,” IEEE 23rd International Multitopic Conference (INMIC), Bahawalpur, Pakistan, 2020, pp. 1-5.
  2. M.Z. Abbas, I.A. Sajjad, R. Liaqat, M. Abdullah, M.A. Shah, M.F. Nadeem, “Non-intrusive Load Monitoring for Residential Customers Using Adaptive-Neuro Fuzzy Interface System and Fine Tree Classifier,” IEEE 23rd International Multitopic Conference (INMIC), Bahawalpur, Pakistan, 2020, pp. 1-5.
  3. A. Tariq, M.F.N. Khan, A. Ahmed, I.A. Sajjad, M.S. Haris and L. Martirano, “Optimal Parameter Estimation of Solar Cell using Simulated Annealing Inertia Weight Particle Swarm Optimization (SAIW-PSO),” IEEE International Conference on Environment and Electrical Engineering (EEEIC), Madrid, Spain, 2020, pp. 1-6.
  4. A. Ahmed, M.F.N. Khan, I.A. Sajjad, R. Bo and I. Khan, “Optimal Allocation of Wind DG with Time Varying Voltage Dependent Loads Using Bio-Inspired: Salp Swarm Algorithm,” 3rd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET), Sukhar, Pakistan, 2020, pp. 1-6.
  5. A. Ahmed, A. Tariq, M.F.N. Khan, I.A. Sajjad, A.R. Naqvi and I. Khan “Chaotic Inertia Weight Particle Swarm Optimization (CIWPSO): An Efficient Technique for Solar Cell Parameter Estimation,” 3rd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET), Sukhar, Pakistan, 2020, pp. 1-6.
  6. M. Khursheed, M.F.N Khan, A.K. Khan, I.A. Sajjad, S.A. Raza, R. Bo and W. Rehman, “Review of Flower Pollination Algorithm: Applications and Variants,” International Conference on Engineering and Emerging Technologies (ICEET), Lahore, Pakistan, Feb. 2020, pp. 1-5.
  7. Z. Ahmad, M. Hassan, A. Khan, I.S. Mall, M.F.N Khan and I.A. Sajjad, “Design and Implementation of IoT Embedded Smart Energy Management System,” International Conference on Engineering and Emerging Technologies (ICEET), Lahore, Feb. 2020, pp. 1-6.
  8. M.A. Shah, I.A. Sajjad, M.F.N. Khan, M.M. Iqbal, R. Liaqat and M. Zafar Shah “Short-term Meter Level Load Forecasting of Residential Customers Based on Smart Meter’s Data,” International Conference on Engineering and Emerging Technologies (ICEET), Lahore, Feb. 2020, pp. 1-6.
  9. H.A. Muqeet, A. Ahmad, I.A. Sajjad, S. Ali, M.M. Iqbal and J. M. Guerrero, “Optimal Operation of Energy Storage System for a Prosumer Microgrid Considering Economical and Environmental Effects,” International Symposium on Recent Advances in Electrical Engineering (RAEE), Islamabad, Pakistan, August, 2019, pp. 1-6.
  10. M.M. Iqbal, I.A. Sajjad, M.F.N. Khan, R. Liaqat, M.A. Shah, H.A. Muqeet, “Energy Management in Smart Homes with PV Generation, Energy Storage and Home to Grid Energy Exchange,” 1st International Conference on Electrical, Communication and Computer Engineering (ICECCE), Swat, Pakistan, 2019, pp. 375 – 380.
  11. H.A. Muqeet, A. Ahmad, I.A. Sajjad, R. Liaqat, A.R. Naqvi, M.M. Iqbal and L. Martirano, “Benefits of Distributed Energy and Storage System in Prosumer Based Electricity Market,” IEEE Conference on Environment and Electrical Engineering and I&CPS Europe, Italy, 2019, pp. 1-5.
  12. Waqas ur Rehman, I.A. Sajjad and M.F.N. Khan, “Assessment of Demand Flexibility Potential of Residential Consumers in Pakistan,” 2nd International Conference on Energy Conservation and Efficiency (ICECE), Lahore, Pakistan, 2018, pp. 77 – 85.
  13. H. Jamal, M. Waseem, I.A. Sajjad, A. Anjum and M. Saleem, “Low-Cost Feedback Control Thermal Protection System for 3-Phase Distribution Transformer Using Microcontroller,” IEEE International Conference on Smart Energy Grid Engineering (SEGE), 2018, pp. 200 – 204.
  14. M. Waseem, I.A. Sajjad, R. Napoli and G. Chicco, “Seasonal Effect on the Flexibility Assessment of Electrical Demand,” 53rd Universities Power Engineering Conference (UPEC), Glasgow, 2018, pp. 1-6.
  15. M. Umar Afzaal, I.A. Sajjad, L. Martirano, “Weibull Distribution Model for the Characterization of Aggregate Load Patterns,” IEEE 18th International Conference on Environment and Electrical Engineering and 2nd Industrial and Commercial Power Systems Europe (EEEIC), Palermo, Italy, pp. 1 – 5, 2018.
  16. M. Waseem, I.A. Sajjad, L. Martirano, “Probabilistic Assessment of Electrical Demand Flexibility Using Smart Meter’s Data for Aggregate Customers,” 1st Latin American Sustainable Development of Energy, Water and Environment Systems (LA SDEWES), Rio de Janeiro, Brazil, pp. 1 – 17, 2018.
  17. Waqas Ur Rehman, I.A. Sajjad, T.N. Malik, L. Martirano, M. Manganelli, “Economic Analysis of Net Metering Regulations for Residential Consumers in Pakistan,” 17th IEEE International Conference on Environment and Electrical Engineering (EEEIC), 2017, Milan, Italy, pp. 1 – 6, 2017.
  18. M. Waseem, I.A. Sajjad, L. Martirano, M. Manganelli, “Flexibility Assessment Indicator for Aggregate Residential Demand,” 17th IEEE International Conference on Environment and Electrical Engineering (EEEIC), 2017, Milan, Italy, pp. 1 – 5, 2017.
  19. H.A. Bhutta, M. Tariq, U.A. Hamdani, H. Mansoor and I.A. Sajjad, “ANNs Based Solution to Short Term Load Forecasting & Influencing Parameters,” International Conference on Engineering & Emerging Technologies (ICEET), pp. 1 – 5, 2016.
  20. H.A. Bhutta, M. Tariq, A. Qarni, I.A. Sajjad, “LFRT, A MATLAB Toolbox for Load Forecast & Assessment of Additional Capacity for an Electrical Power System,” International Conference on Engineering & Emerging Technologies (ICEET), pp. 1 – 6, 2016.
  21. I.A. Sajjad, R. Napoli, G. Chicco, L. Martirano, “A Conceptual Framework for the Business Model of Smart Grids,” 16th IEEE International Conference on Environment and Electrical Engineering (EEEIC), pp. 1 – 5, 2016.
  22. I.A. Sajjad, G. Chicco and R. Napoli, “Demand Flexibility Time Intervals for Aggregate Residential Load Patterns," IEEE PowerTech 2015, Eindhoven, pp. 1-6, 2015.
  23. I.A. Sajjad, M. Manganelli, R. Napoli, L. Martirano, G. Chicco, G. Parise, “Net Metering Benefits for Residential Buildings: A Case Study in Italy,” IEEE 15th International Conference on Environment and Electrical Engineering (EEEIC), pp. 1647 – 1652, 2015.
  24. R. Napoli and I.A. Sajjad, “Smart Business for Smart (mini) Grids,” BiT's 2nd Annual World Congress on EnergyWise, 2014, pp. 1-5.
  25. I.A. Sajjad, G. Chicco and R. Napoli, “A Statistical Analysis of Sampling Time and Load Variations for Residential Load Aggregations,” 11th IEEE International Multi Conference on Systems, Signals and Devices, pp. 1-6, 2014.
  26. I.A. Sajjad, A. Rasool, and G. Chicco,” Potential of Residential Demand Flexibility – Italian Scenario,” 11th IEEE International Multi Conference on Systems, Signals and Devices, pp. 1-6, 2014.
  27. I.A. Sajjad, G. Chicco and R. Napoli, “Effect of Aggregation Level and Sampling Time on Load Variation Profile – A Statistical Analysis,” 17th IEEE Mediterranean Electrotechnical Conference, Beirut, Lebanon, pp. 208 – 212, 2014.
  28. I.A. Sajjad, R. Napoli and G. Chicco, “Future Business Model for Cellular Microgrids,” 4th International Symposium on Business Modeling and Software Design (BMSD), Luxembourg, pp. 209 – 216, 2014.
  29. I.A. Sajjad, G. Chicco and R. Napoli, “A Probabilistic Approach to Study the Load Variations in Aggregated Residential Load Patterns,” 18th Power Systems Computation Conference, Wroclaw, Poland, pp. 1-7, 2014.
  30. I.A. Sajjad, G. Chicco, R. Napoli and T.N. Malik, “A new sequential VB-VB approach for economic dispatch of thermal generation units with convex/non-convex cost characteristics,” Proc. Of IEEE International Conference on Technological Advances in Electrical, Electronics and Computer Engineering (TAEECE), Konya, Turkey, 2013, pp. 471-476.
  31. G. Chicco, P. Di Leo, E. Pons, R. Napoli, I.A. Sajjad and A. Russo, “Demand Flexibility and Load Control Actions”, 2nd IEEE EnergyCon Conference and Exhibition, 2012, pp 1103-1110.
Smart and Sustainable Insular Electricity Grids Under Large-Scale Renewable Integration (SiNGULAR)
    - European Comission FP7 Project
http://www.singular-fp7.eu/home/
  • Director, Postgraduate Studies, Electrical Engineering Department. (2015-2017)
  • Convener, Final Year Projects Committee, Electrical Engineering Department. (2015-2017)
  • Convener, Annual Report/UG Prospectus.
  • Advisor, IEEE PES Student Chapter, UET Taxila.
  • Class Advisor, Session 2018, EED.
  • Member, Central Library Committee.
  • Member, Undergraduate Admission Committee.
  • Member, Program Committee for Electrical Engineering Department. 
  • Advisor, Student Consultation and Counseling Society.
  • Member of Consultancy - Testing Services cell, EED, UET Taxila.
  • Updragation of  Power Systems Lab,  High Voltage Lab, Computer Simulation Lab and Power System Simulation Lab in Electrical Engineering Department.
  • University of Engineering & Technology, Taxila       Dec. 2008 to date
  • National Engineering & Scientific Commission         Nov. 2007 to Dec. 2008
  • University of Engineering & Technology, Lahore       July 2007 t0 Nov. 2007
  1. IEEE
  2. IEEE Power and Energy Society (IEEE PES)
  3. Pakistan Engineering Council (PEC)
  4. PEI

Undergraduate Level

  • Instrumentation & Measurement      
  • Power System Operation & Control    
  • Power System Protection               
  • Power System Analysis                  
  • Introduction to power Engineering               
  • Electrical Engineering   
  • Power Distribution and Utilization
  • Electrical Power Transmission         

Postgraduate Level

  • Power Distribution Engineering
  • Power Distribution Control and Automation
  • Modeling and Simulation of Power System Components
  • Smart Grid
  • Advanced Power System Analysis
  1. Assistant Manager (Tech.) at NESCOM (2007 - 2008)
  2. Lecturer (2008 - 2015)
  3. Assistant Professor (2015 - 2021) 
  4. Associate Professor (2021 - Present) 

- Best paper Finalist Award at 17th IEEE MELECON 2014

- Award of Gold Medal on the basis of overall best performance in B.Sc. Electrical Engineering from UET Lahore.

  • Workshop on "Teaching the Teachers-Basic Circuit Theory" at LUMS
  • Workshop on " Project Management" at NESCOM

Following is some of the prominent thesis supervised/co-supervised in the last 5 years:

Sr. No.

Thesis Title

Level

  1.  

Voltage Control in Low Voltage Distribution Grids*

PhD

  1.  

Disaggregation based Characterization of Residential Loads for Demand Flexibility Assessment *

PhD

  1.  

Smart Energy Hub Management System*

PhD

  1.  

Voltage Control in LV Distribution Systems Using PV System

MSc

  1.  

Probabilistic Multi-Objective Optimal Power Flow considering Wind Generation and Load Uncertainties by using Hybrid Grey Wolf Optimizer

MSc

  1.  

Electrical Demand Disaggregation for Residential Customers using Deep Learning based Technique

MSc

  1.  

Demand Flexibility Forecasting for Aggregate Loads of Residential Customers

MSc

  1.  

Electricity Scheduling in Smart Homes with Local Photo-Voltaic Generation and Battery Energy Storage System

MSc

  1.  

Effect of Energy Meters’ Data Resolution on Demand Flexibility Assessment

MSc

  1.  

Inter-Temporal Probabilistic Characterization of Aggregate Residential Demand for Scenario Generations

MSc

  1.  

Net Metering Benefits for Residential Customer in Pakistan

MSc

* InProgress thesis

Power and Energy Reaserch Group