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Feedback Correction Scheduling Strategy for Electric Vehicles Based on Multi-regional Agent Master-slave and Evolutionary Hybrid Game
Faculty
Engineering
Year:
2025
Type of Publication:
ZU Hosted
Pages:
134984
Authors:
Mohamed Talaat Mohamed Mostafa
Staff Zu Site
Abstract In Staff Site
Journal:
Energy Elsevier
Volume:
319
Keywords :
Feedback Correction Scheduling Strategy , Electric Vehicles
Abstract:
The large-scale participation of electric vehicles in power grid scheduling will provide important flexibility resources for the new power system. When electric vehicles participate in scheduled dispatching, their changing proportion could affect the safe and stable operation of the system and the interests of various entities. To resolve this issue, this paper proposes a feedback correction scheduling strategy for electric vehicles based on a multi-regional agent master-slave and evolutionary hybrid game. Firstly, the demand response mechanism of real-time pricing in virtual power plants is studied based on a master-slave game model. Secondly, as followers of the virtual power plant operator, electric vehicle users adjust their charging and discharging amounts and regional selection probabilities based on evolutionary game models. Finally, a load feedback correction model is established to track the deviation between planned and actual response loads in real-time. The case study analysis shows that the proposed strategy has a relative deviation of only 2.12 % in actual load response, ensuring the safe and stable operation of the system. Additionally, the overall electric vehicle charging cost is reduced by 24.6 %, while the revenue of virtual power plant operator increases by 43.2 % and the revenue of distribution system operator increases by 44.6 %.
Author Related Publications
Mohamed Talaat Mohamed Mostafa, "Discharge characteristics of gliding arc plasma reactor with argon/nitrogen", Journal of Advances in Physics, 2015
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Mohamed Talaat Mohamed Mostafa, "Use of Finite Element Method for the Numerical Analysis of Eddy Current Brake", IEEE, 2014
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Mohamed Talaat Mohamed Mostafa, "A University-Industry Link in Egypt Using the Social Networks", IEEE, 2014
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Mohamed Talaat Mohamed Mostafa, "A Bi-level optimization strategy for electric vehicle retailers based on robust pricing and hybrid demand response", Elsevier, 2024
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Mohamed Talaat Mohamed Mostafa, "New Experimental Study of an Injected Air Bubble Deformation in Dielectric Liquid under Applied High D.C. Voltage Using Photographic Recording", IEEE, 2003
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