An optimal energy management among the electric vehicle charging stations and electricity distribution system using GPC-RERNN approach

Energy ◽  
2022 ◽  
pp. 123180
Author(s):  
B. Rajani ◽  
Bapayya Naidu Kommula
Smart Cities ◽  
2020 ◽  
Vol 4 (1) ◽  
pp. 17-40
Author(s):  
Daniel-Leon Schultis

The increasing use of distributed generation and electric vehicle charging stations provokes violations of the operational limits in low voltage grids. The mitigation of voltage limit violations is addressed by Volt/var control strategies, while thermal overload is avoided by using congestion management. Congestions in low voltage grids can be managed by coordinating the active power contributions of the connected elements. As a prerequisite, the system state must be carefully observed. This study presents and investigates a method for the sparse measurement-based detection of feeder congestions that bypasses the major hurdles of distribution system state estimation. Furthermore, the developed method is used to enable congestion management by the centralized coordination of the distributed electric vehicle charging stations. Different algorithms are presented and tested by conducting load flow simulations on a real urban low voltage grid for several scenarios. Results show that the proposed method reliably detects all congestions, but in some cases, overloads are detected when none are present. A minimal detection accuracy of 73.07% is found across all simulations. The coordination algorithms react to detected congestions by reducing the power consumption of the corresponding charging stations. When properly designed, this strategy avoids congestions reliably but conservatively. Unnecessary reduction of the charging power may occur. In total, the presented solution offers an acceptable performance while requiring low implementation effort; no complex adaptations are required after grid reinforcement and expansion.


2020 ◽  
Vol III (III) ◽  
pp. 7-21
Author(s):  
Wojciech Drożdż ◽  
Maciej Szmigiero ◽  
Jakub Dowejko

The development of electromobility is part of a broader trend of building smart cities, in which power distribution system operators actively participate. The fact that the legislator has delegated part of the tasks related to the construction of electric vehicle charging infrastructure to these entities should also mean equipping them with legal mechanisms for the implementation of public objectives, including those based on the provisions of the Real Estate Management Act. However, due to the imperfection of the regulations, these entities do not have the tools to preferentially purchase real estate for the development of charging stations, and the local governments lack the basis for making donations for this purpose. However, distribution system operators together with local authorities are natural partners in promoting electromobility in cities.


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