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Artificial Intelligence-Based Performance Optimization of Electric Vehicle-to-Home (V2H) Energy Management System

Journal Article
13-01-02-0007
ISSN: 2640-642X, e-ISSN: 2640-6438
Published September 22, 2020 by SAE International in United States
Artificial Intelligence-Based Performance Optimization of Electric Vehicle-to-Home (V2H) Energy Management System
Sector:
Citation: Shamami, M., Alam, M., Ahmad, F., Shariff, S. et al., "Artificial Intelligence-Based Performance Optimization of Electric Vehicle-to-Home (V2H) Energy Management System," SAE J. STEEP 1(2):115-125, 2020, https://doi.org/10.4271/13-01-02-0007.
Language: English

References

  1. Khan , Q. , Ahmad , F. , and Imran , M. Congestion Management in Indian Power Transmission System Int. J. Eng. Technol. 9 3 26 31 2017
  2. U.S. EPA Light-Duty Automotive Technology, Carbon Dioxide Emissions, and Fuel Economy Trends: 1975 through 2016 Washington, DC U.S. EPA Nov. 2016
  3. Ahmad , F. et al. A Cost-Efficient Approach to EV Charging Station Integrated Community Microgrid: A Case Study of Indian Power Market IEEE Trans. Transp. Electrif. 5 1 200 214 2019
  4. Ahmad , F. , Saad Alam , M. , Suri , R. , Awasthy , A. et al. Power Exchange and Its Significance to Enhance the Deployment of Smart Microgrids in India and Key Barriers in Its Adoption Pillai , R. et al. ISGW 2017: Compendium of Technical Papers 487 Singapore Springer 2017 156 162 https://doi.org/10.1007/978-981-10-8249-8_5
  5. Ahmad , F. , Alam , M.S. , and Shahidehpour , M. Profit Maximization of Microgrid Aggregator under Power Market Environment IEEE Syst. J. 13 3 3388 3399 2018
  6. Ahmad , F. , Alam , M.S. , and Shariff , S.M. A Cost-Efficient Energy Management System for Battery Swapping Station IEEE Syst. J. 13 4 4355 4364 2019
  7. Khan , S. , Ahmad , A. , Ahmad , F. , Shafaati Shemami , M. et al. A Comprehensive Review on Solar Powered Electric Vehicle Charging System Smart Sci. 6 1 54 79 2017
  8. Khan , W. , Ahmad , A. , Ahmad , F. , and Saad Alam , M. A Comprehensive Review of Fast Charging Infrastructure for Electric Vehicles Smart Sci. 6 3 1 15 2018
  9. Khan , W. , Ahmad , F. , and Alam , M.S. Fast EV Charging Station Integration with Grid Ensuring Optimal and Quality Power Exchange Eng. Sci. Technol. Int. J. 22 1 143 152 2018
  10. Ahmad , F. , Alam , M.S. , and Asaad , M. Developments in xEVs Charging Infrastructure and Energy Management System for Smart Microgrids Including xEVs Sustain. Cities Soc. 35 Sept. 552 564 2017
  11. IEA 2019 https://www.iea.org/reports/global-ev-outlook-2019
  12. International Energy Agency Global EV Outlook 2016 Electric Vehicles Initiative IEA 2016 51 https://www.iea.org/reports/global-ev-outlook-2016
  13. Alam , M.S. and Ahmad , F. 2016
  14. Tuttle , D.P. , and Baldick , R. The Evolution of Plug-In Electric Vehicle-Grid Interactions IEEE Trans. Smart Grid 3 1 500 505 Mar. 2012
  15. Berthold , F. , Blunier , B. , Bouquain , D. , Williamson , S. et al. PHEV Control Strategy Including Vehicle to Home (V2H) and Home to Vehicle (H2V) Functionalities 2011 IEEE Vehicle Power and Propulsion Conference Chicago, IL Sept. 2011 1 6
  16. Shafaati Shemami , M. , Alam , M.S. , and Asghar , M.S.J. Load Shedding Mitigation through Plug-In Electric Vehicle-to-Home (V2H) System IEEE Transportation Electrification Conference and Expo (ITEC) Chicago, IL 2017 799 804
  17. Ohta , T. 2012
  18. http://www.electric-vehiclenews.com/2012/06/toyota-develops-v2h-ev-to-home-power.html#:~:text=Hot%20on%20the%20heels%20of,and%20electric%20vehicles%2C%20and%20homes 2019
  19. Satarworn , S. and Hoonchareon , N. Impact of EV Home Charger on Distribution Transformer Overloading in an Urban Area 2017 14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) Phuket 2017 3 469 472
  20. Shariff , S.M. , Alam , M.S. , Ahmad , F. , Rafat , Y. et al. System Design and Realization of a Solar-Powered Electric Vehicle Charging Station IEEE Syst. J. 14 2 2748 2758 2020
  21. Giordano , F. , Ciocia , A. , Di Leo , P. , Spertino , F. et al. Self-Consumption Improvement for a Nanogrid with Photovoltaic and Vehicle-to-Home Technologies 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC/I&CPS Europe) Palermo 2018 1 6
  22. Clement-Nyns , K. , Haesen , E. , and Driesen , J. The Impact of Charging Plug-In Hybrid Electric Vehicles on a Residential Distribution Grid IEEE Trans. Power Syst. 25 1 371 380 Feb. 2010
  23. Shafaati Shemami , M. , Amrr , S.M. , Alam , M.S. , and Jamil Asghar , M.S. Reliable and Economy Modes of Operation for Electric Vehicle-to-Home (V2H) System 2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON) Gorakhpur 2018 1 6
  24. Zhou , W. et al. An Adaptive Fuzzy Logic Based Energy Management Strategy for Electric Vehicles 2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE) Istanbul 2014 27 1778 1783
  25. Shafaati Shemami , M. , Alam , M.S. , and Asghar , M.S.J. Fuzzy Control Assisted Vehicle-to-Home (V2H) Energy Management System Smart Sci. 6 2 173 187 2017
  26. Maasmann , J. , Aldejohann , C. , Horenkamp , W. , Kaliwoda , M. et al. Charging Optimization due to a Fuzzy Feedback Controlled Charging Algorithm 2014 49th International Universities Power Engineering Conference (UPEC) Cluj-Napoca 2014
  27. Eajal , A.A. , Shaaban , M.F. , El-Saadany , E.F. , and Ponnambalam , K. Fuzzy Logic-Based Charging Strategy for Electric Vehicles Plugged into a Smart Grid 2015 IEEE International Conference on Smart Energy Grid Engineering (SEGE) Oshawa, ON 2015
  28. Wafa , A.R.A. et al. Electric Vehicle-to-Home Concept Including Home Energy Management International Journal of Engineering and Information Systems 1 6 20 28 2017
  29. https://www.mathworks.com/help/fuzzy/evalfis.html 2019
  30. MATLAB Fuzzy Logic Toolbox—MATLAB MathWorks Inc 2017
  31. Sancho-Royo , A. , and Verdegay , J.L. Methods for the Construction of Membership Functions Int. J. Intell. Syst. 14 12 1213 1230 1999
  32. Attaviriyanupap , P. , Tokuhara , K. , Itaya , N. , Marmiroli , M. et al. Estimation of Photovoltaic Power Generation Output Based on Solar Irradiation and Frequency Classification 2011 IEEE PES Innovative Smart Grid Technologies, ISGT Asia 2011 Conference: Smarter Grid for Sustainable and Affordable Energy Future Perth 2011 1 7
  33. MathWorks https://www.mathworks.com/help/fuzzy/neuro-adaptive-learning-and-anfis.html 2019

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