Modelling and Evaluation of Photovoltaic Systems Combined with Charging Stations for Electric Vehicles

The expansion of charging infrastructure for electric vehicles (EV) in Europe is progressing steadily. However, available charging capacities are rapidly approaching their limits, particularly at highly frequented public charging points, such as those along highways. One reason for this limitation is the restriction in electrical grid capacity. A solution to this problem could be the combination of large ground-mounted photovoltaic (PV) systems and public EV charging stations. The onsite usage of the energy provided by the PV system, offers a substantial advantage, as it leads to a significant reduction in the load on the electrical grid. In order to ensure sufficient power, even during periods of darkness or bad weather, the integration of battery energy storage systems (BESS) may be an additional option. This approach not only effectively mitigates the risk of overloading the electrical grid and ensures the reliability of energy supply, it also supports demand-oriented, decentral and flexible renewable integration. The present work therefore analyses the interaction of PV-BESS systems and EV charging stations and their impact on the power grid. The study is conducted using a mathematical model in MATLAB Simulink®. The model includes a ground-mounted PV system, a BESS including battery management (BM), EV charging stations and a transformer connected to the public power grid, see Figure. The EV charging stations are additionally equipped with a variety of controls, for instance, charging management (CM) can be executed in static, dynamic or sequential modes. The function of the CM is based on the economic model predictive controller (eMPC). By varying the individual components, such as the connected load of the ground-mounted PV system, the storage capacity of the external BESS and different charging profiles of EVs, questions regarding the optimum BESS size, BESS operation or optimum CM can be answered. Based on the simulation results, statements concerning the effects on the public power grid can be made. The influence of the PV-system, the BESS and the EV charging station on the quality parameters of the public power grid, including electrical voltage and frequency, can thus be investigated.

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Publication Details

Journal
CONECT International Scientific Conference of Environmental and Climate Technologies
Published
2025-05-09
DOI
https://doi.org/10.7250/conect.2025.030
Primary Topic
Electric Vehicles and Infrastructure
Type
article
Field-Weighted Citation Impact
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article

Modelling and Evaluation of Photovoltaic Systems Combined with Charging Stations for Electric Vehicles

Christian Wagner, Gerald Steinmaurer
CONECT International Scientific Conference of Environmental and Climate Technologies
Electric Vehicles and Infrastructure
article

Modelling and Evaluation of Photovoltaic Systems Combined with Charging Stations for Electric Vehicles

Christian Wagner, Gerald Steinmaurer
article en

Abstract

The expansion of charging infrastructure for electric vehicles (EV) in Europe is progressing steadily. However, available charging capacities are rapidly approaching their limits, particularly at highly frequented public charging points, such as those along highways. One reason for this limitation is the restriction in electrical grid capacity. A solution to this problem could be the combination of large ground-mounted photovoltaic (PV) systems and public EV charging stations. The onsite usage of the energy provided by the PV system, offers a substantial advantage, as it leads to a significant reduction in the load on the electrical grid. In order to ensure sufficient power, even during periods of darkness or bad weather, the integration of battery energy storage systems (BESS) may be an additional option. This approach not only effectively mitigates the risk of overloading the electrical grid and ensures the reliability of energy supply, it also supports demand-oriented, decentral and flexible renewable integration. The present work therefore analyses the interaction of PV-BESS systems and EV charging stations and their impact on the power grid. The study is conducted using a mathematical model in MATLAB Simulink®. The model includes a ground-mounted PV system, a BESS including battery management (BM), EV charging stations and a transformer connected to the public power grid, see Figure. The EV charging stations are additionally equipped with a variety of controls, for instance, charging management (CM) can be executed in static, dynamic or sequential modes. The function of the CM is based on the economic model predictive controller (eMPC). By varying the individual components, such as the connected load of the ground-mounted PV system, the storage capacity of the external BESS and different charging profiles of EVs, questions regarding the optimum BESS size, BESS operation or optimum CM can be answered. Based on the simulation results, statements concerning the effects on the public power grid can be made. The influence of the PV-system, the BESS and the EV charging station on the quality parameters of the public power grid, including electrical voltage and frequency, can thus be investigated.

CONECT International Scientific Conference of Environmental and Climate Technologies
Openalex Percentile: Top 92%
Electric Vehicles and Infrastructure
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