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Professor Masoud Aliakbar Golkar
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46 Lambert Rd., Thornhill, Markham,Toronto, L3T7E3 Ontario,Canada
+1(514) 806-0029
Ph.D. EE, Imperial college of science, technology, and Medicine (the University of London, UK)

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Golkar@eetd.kntu.ac.ir
Golkar@kntu.ac.ir
masoudGolkar@gmail.com

 

Link to full list of journal papers

Selected Refereed Journal Papers 

20.  Jahangir H.,Sadeghi Gougheri S., Vatandoust B. Aliakbar Golkar M., Aliakbar Golkar Mahsa, Ahmadian A., Hajizadeh A."A Novel Cross-Case Electric Vehicle Demand Modeling Based on 3D Convolutional Generative Adversarial Networks",IEEE Transaction in Power Systems, Vol.37, No.2, DOI: 10.1109/TPWRS.2021.3100994, August 2021.

19.  Sadeghi Gougheri S.,Jahangir H., Vatandoust B.Aliakbar Golkar M., Ahmadian A., Elkamel A.,"Optimal Bidding strategy of a Virtual Power Plant in day-ahead Energy and Frequency Regulation Markets: a Deep learning-based Approach",International Journal of Electrical Power & Energy Systems,DOI: 10.1016/j.ijepes.2020.106646, 127 (2021)

18. Jahangir H., Tayarani H., Sadeghi Gougheri S., Aliakbar Golkar M., Ahmadian A., Elkamel A., "Deep Learning-based Forecasting Approach in Smart Grids with Micro-Clustering and Bi-directional LSTM Network", IEEE Transaction on Industrial Electronics, DOI: 10.1109/TIE.2020.3009604, July 2020.

17. Jahangir H., Sadeghi Gougheri S., Vatandoust B., Aliakbar Golkar M., Hajizadeh A., "Plug-in Electric Vehicle Behavior Modeling in Energy Market: A Novel Deep Learning-Based Approach with Clustering Technique", IEEE Transactions on Smart Grid, VOL. 11, NO. 6, Page 4738 -4748, Nov. 2020.

16. Jahangir H., Aliakbar Golkar M., Alhameli F., Manzuz A., Ahmadian A., Elkamel A. , "Short-term Wind speed forecasting framework based on stacked denoising auto-encoders with rough ANN", IEEE Transactions on Industrial Informatics, Sustainable Energy Technologies and Assessments(Elsevior), Vol. 38, 2020 100601.

15. Jahangir H., Tayarani H., Baghali S., Ahmadian A. , Elkamel A. , Aliakbar Golkar M., Castilla M., "A Novel Electricity Price Forecasting Approach Based on Dimension Reduction Strategy and Rough Artificial Neural Networks", IEEE Transactions on Industrial Informatics, DOI: 10.1109/TII.2019.2933009. , 2019.

14. Jahangir H., Tayarani H., Ahmadian A., Aliakbar Golkar M., Miret J., Tayarani M.,"Charging Demand of Plug-in Electric Vehicles: Forecasting Travel Behavior Based on a Novel Rough Artificial Neural Network Approach", Journal of Cleaner Production, DOI: 10.1016/j.jclepro.2019.04.345, Vol.229, pp1029-1044, 2019.

13.. Ahmadian A., Sedghi M., Fgaier H., Mohammadi-ivatloo B., Aliakbar Golkar M., Elkamel A.," PEVs data mining based on factor analysis method for energy storage and DG planning in active distribution network: Introducing S2S effect", Elsevior Journal of Energy, Vol. 175, pp. 265-277, March 2019.

12.. Vatandoust B., Ahmadian A., Aliakbar Golkar A., Elkamel A., Almansoori A., and Ghaljehei M., " Risk-Averse Optimal Bidding of Electric Vehicles and Energy Storage Aggregator in Day-Ahead Frequency Regulation Market", IEEE Transaction on Power Systems, Vol. 34, No. 3, pp 2036-2047, May 2019

11. Ahmadian A., Sedghi M., Mohammadi-ivatloo M., Elkamel A., Aliakbar Golkar M., Fowler M.,"Cost-Benefit Analysis of V2G Implementation in Distribution Networks Considering PEVs Battery Degradation",  IEEE Transaction on Sustainable Energy, Vol. 00, No. 00, 2017.

10. Ahmadian A., Sedghi M., Aliakbar Golkar M.,"Fuzzy Load Modeling of Plug-in Electric Vehicles for Optimal Storage and DG Planning in Active Distribution Network", IEEE Transactions on Vehicular Technology, Volume: 0, Issue: 0,Nov. 2016.

9. Ahmadian A. , Sedghi  M., Aliakbar Golkar M. , Michael Fowler , Ali Elkamel,"Two-layer optimization methodology for wind distributed generation planning considering plug-in electric vehicles uncertainty: A flexible active-reactive power approach", Elsevier Energy Conversion and Management, ,Vol.124 , pp231-246, July 2016.

8. Ahmadian A. , Sedghi  M., Aliakbar Golkar M. , Ali Elkamel, Michael Fowler ," Optimal probabilistic based storage planning in tap-changer equipped distribution network including PEVs, capacitor banks and WDGs: A case study for Iran", Elsevier Energy Journal ,Vol.112 , pp984-997, June 2016.

7. Daghi M., Sedghi M., Aliakbar Golkar M.," Factor analysis based optimal storage planning in active distribution network considering different battery technologies", Elsevier Applied Energy, Vol. 183,pp456-469,August 2016.

6. Sedghi, Mahdi, Ali Ahmadian, and Masoud Aliakbar-Golkar. "Optimal storage planning in active distribution network considering uncertainty of wind power distributed generation." IEEE Transactions on Power Systems 31, no. 1 (2016): 304-316.

5. Alavi S.A., Ahmadian A., and Aliakbar Golkar M. " Optimal probabilistic energy management in a typical micro-grid based-on robust optimization and point estimate method" Energy Conversion and Management (Elsevier), Vol. 95 (2015) pp. 31-325.

 4.  Mashhour,M., Aliakbar Golkar M., Moghadas Tafreshi,M.," Extending market activities for a distribution company in hourly-ahead energy and reserve markets-Part II: Numerical results" Energy Conversion and Management (Elsevier), Vol. 52, No 1, pp 569-580 , Jan. 2011, Available  on line. 

 3.  Mashhour,M., Aliakbar Golkar M. , Moghadas Tafreshi,M.," Extending market activities for a distribution company in hourly-ahead energy and reserve markets - Part I: Problem formulation" Energy Conversion and Management (Elsevier) Vol. 52, N 1, pp 477-486, Jan.  2011, Available  on line. 

 2.  D. Ahmadi, M. Tavakoli Bina, Aliakbar. Golkar M., "A Critical Cross-Examination on Load-Balancing Transformers for Distribution Systems ", IEEE Transaction on Power Delivery, Vol. 25, No. 3, pp 1645-1656, July 2010.

 1.  Hajizadeh A., Aliakbar Golkar M.,"Control strategy of hybrid fuel cell/battery distributed generation system for grid-connected operation", International Journal of Electrical Power and Energy Systems, (Elsevier), Vol. 29,  pp 783-795, , Available  on line 13 August 2007.