Determining Volt/Var Characteristics of Electric Vehicle Charging Station Inverters for Voltage Regulation in Distribution Networks
Open accessAbstract
In this paper, a method for determining the parameters of the Volt/Var characteristics of inverters of electric vehicle charging stations to regulate voltage in distribution networks is proposed, which differs from the existing ones by taking into account the possibility of the joint control of active and reactive power and the impedance of the power distribution line. The method proposed in this paper allows researchers to determine the slope and width of the dead band of the Volt/Var characteristics according to the criterion of limiting the maximum voltage deviations to an acceptable value or maximizing the reactive power of the inverter upon reaching a specified voltage. To test this method, a quasi-dynamic modeling of the distribution network with electric vehicle charging stations regulating voltage using the Volt/Var characteristics was performed. Based on the modeling results, it is shown that fast electric vehicle charging stations can be used to regulate voltage in the distribution network with relatively minor constraints on the charging active power.
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Written from the paper’s full text.
TL;DR
The paper proposes an algorithm for determining Volt/Var characteristic parameters of fast EV charging station inverters, accounting for joint active/reactive power control and supply cable impedance. Quasi-dynamic simulations show a 240 kW EVCS can regulate voltage on a 630 kVA transformer’s low-voltage buses, eliminating unacceptable voltage deviations and reducing network losses by 14–15%, with charging-power constraints in reactive-power-priority mode.
Key findings
- For a 240 kW EVCS on a 630 kVA transformer, about 165.1 kvar of inverter reactive power (69% of rated power) was required to raise voltage from 0.957 to 1.065 p.u.; Q-priority reduced the duration of voltage below 1 p.u. from 3.59% to 0.00%, while P-priority reduced it to 1.72%.
- In Q-priority mode, active-power constraints affected 23.68% of charging sessions, with a maximum constraint of 31.23 kW and total constrained electricity of 2.89 kWh over the simulation interval.
- Voltage regulation reduced network losses by 14–15% and reduced the maximum transformer load factor by 14.4% in Q-priority mode (LFmax 0.564 vs. 0.662 with no control).
- Calculated Volt/Var slopes varied from 0.47 to 3.35; standard IEEE 1547-2018 slopes deviated from calculated values by up to 40.9% for category B and 76.4% for category A inverters. Using voltage sensitivity indexes gave average slope errors of 11.6% (no-load) and 4.6% (maximum load), or 3.9% and 5.5% under the reactive-power-maximization criterion.
Methods
- The paper develops an analytical algorithm to determine Volt/Var slope and deadband width using two criteria: limiting voltage deviations to a permissible value, or maximizing inverter reactive power upon reaching a specified voltage. It accounts for joint active/reactive power control and the impedance of the EVCS supply cable, using voltage sensitivity indexes from the inverse Jacobian matrix.
- Steady-state calculations were performed with the pandapower library in Python for a 10/0.4 kV transformer substation with a fast EVCS rated at 60, 120, 240, and 360 kW, transformer ratings of 250–2500 kVA, a 300 m cable line, and permissible voltage Ureq = 1 p.u.
- Quasi-dynamic modeling used a 1-minute step for 240 h for one combination (630 kVA transformer, 240 kW EVCS), with an EVCS model accounting for EV parameters, stochastic owner behavior, and state-of-charge-dependent charging power, plus the IHEPC household load profile.
Limitations
- The paper states that voltage sensitivity indexes are linearized and correspond sufficiently to the actual nonlinear functions U = f(Q) and U = f(P,Q) only in modes sufficiently distant from the static stability limit.
- The paper states that quasi-dynamic simulation assumes voltage changes at inverter terminals are slow enough for the reactive power controller to implement the necessary control action at each simulation step.
- Evident from the text: quasi-dynamic validation was performed for only one transformer/EVCS combination (630 kVA, 240 kW) over 240 h; the authors also note that Volt/Var parameters depend strongly on network parameters and should be periodically recalculated, and that protection coordination, inverter wear/reliability, and possible active-front-end cost increases require further consideration.
Model-written summary. Check it against the paper before relying on it.
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Cites
Statistics
Claims the paper makes
13 of 27 cited sources checked · 1 supported · 1 flagged · accuracy not yet measured
- Premisecitation
In Germany, Austria, Italy, and Japan, distributed energy resource facilities connected to distribution networks must have the ability to control reactive power.
“Thus, according to report [45], in Germany, Austria, Italy, and Japan, distributed energy resource facilities connected to distribution networks must have the ability to control reactive power.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [45] Altayara, A., Mende, D., Bucher, C., Ogasawara, Y., Omine, E., Ueda, Y., Bründliger, R., Adinolfi, G., Graditi, G., and Stock, D.S. (2024). Reactive Power Management with Distributed Energy Resources-IEA-PVPS, IEA Photovoltaic Power System Programme. source
Section 2.1.1 says German grid codes require connected DER to provide controllable reactive power; sections 2.3 and 2.5.2 describe Japanese power-factor control and Italian reactive-power requirements, including for generators connected through distribution grids. Sections 4.2.1 and 2.4.1 describe Austrian requirements, but explicitly identify required reactive-power functionality for power-electronic grid interfaces rather than every DER facility. The claim's unqualified 'facilities ... must' is therefore broader than the requirements stated in our copy. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
As a condition for stability of inverter operation in Volt/Var regulation mode, the slope m must be less than 1/(∂U/∂Q).
“As a condition for the stability of the inverter operation in the Volt/Var regulation mode, the following criterion is formulated: m < 1 ∂U/∂Q .”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [26] Lee, Y.-D., Lin, W.-C., Jiang, J.-L., Cai, J.-H., Huang, W.-T., and Yao, K.-C. (2021). Optimal Individual Phase Voltage Regulation Strategies in Active Distribution Networks with High PV Penetration Using the Sparrow Search Algorithm. Energies, 14. source
Section 2.3 says a steep Volt/Var control-curve slope may cause voltage and reactive-power oscillations, supporting the general connection between slope and stability. Section 3.3 addresses oscillations through an inverter-iteration limit, but neither section states the claimed criterion m < 1/(∂U/∂Q). No page numbers are available in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [32] Wang, W., Shi, X., Brewster, C., and Huque, A. (August, January 15). Oscillation Mechanism and Setting Guideline for Inverter Volt-Var Control. Proceedings of the 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), Virtual Meeting. source
- cites [33] Gwon, D., Choi, Y., and Sim, J. (2022). Development of Voltage Control Algorithm for Improving System Stability in Korean Distribution Grids. Electronics, 11. source
The section ‘Voltage Control Method of a Smart Inverter’ says that convergence to a stable operating point depends on the relationship between the VVC-curve slope and the voltage-characteristic curve. The passages available from our copy do not show the stated inequality, m < 1/(∂U/∂Q), so they support the general slope-based stability condition but not its precise formula. (LLM, conf=0.76)
Experimental — accuracy not yet measured
- Premisecitation
There is a possibility of undamped oscillations in the reactive power of inverters with a large slope of the Volt/Var characteristic.
“As shown in [26,32,33], there is a possibility of undamped oscillations in the reactive power of inverters with a large slope of the Volt/Var characteristic.”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [26] Lee, Y.-D., Lin, W.-C., Jiang, J.-L., Cai, J.-H., Huang, W.-T., and Yao, K.-C. (2021). Optimal Individual Phase Voltage Regulation Strategies in Active Distribution Networks with High PV Penetration Using the Sparrow Search Algorithm. Energies, 14. source
- cites [32] Wang, W., Shi, X., Brewster, C., and Huque, A. (August, January 15). Oscillation Mechanism and Setting Guideline for Inverter Volt-Var Control. Proceedings of the 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), Virtual Meeting. source
- cites [33] Gwon, D., Choi, Y., and Sim, J. (2022). Development of Voltage Control Algorithm for Improving System Stability in Korean Distribution Grids. Electronics, 11. source
Section 2 says that convergence to a stable operating point depends on the relationship between the Volt/Var curve’s slope and the grid’s voltage characteristic curve. Figure 3 is captioned “Unstable VVC operation (oscillation).” These passages support the possibility of oscillation, but the retrieved text does not explicitly say that a large Volt/Var slope produces undamped reactive-power oscillations. (LLM, conf=0.76)
Experimental — accuracy not yet measured
- Premisecitation
Inverters have low thermal inertia, which imposes restrictions on their overload capability in all operating modes, usually up to 1.3-1.5 of rated current.
“Inverters have low thermal inertia, which imposes restrictions on their overload capability in all operating modes, usually up to 1.3-1.5 of rated current [34,35].”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [34] Yao, 2014, Frequency Control Ancillary Service Provided by a Wind Farm: Dual-BESS Scheme, J. Mod. Power Syst. Clean Energy source
Section 3.1 (page not specified) says inverter overload capability is limited and varies with overload duration; Section 3.2 likewise says it is valid only for a limited duration. The paper does not attribute those limits to low thermal inertia or give a usual limit of 1.3–1.5 times rated current across all operating modes. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [35] Huang, 2023, A Power-Angle-Based Adaptive Overcurrent Protection Scheme for Grid-Forming Inverter Under Large Grid Disturbances, IEEE Trans. Ind. Electron. source
The available passages contain bibliographic information and overcurrent-protection keywords, but no substantive discussion of overload capability. Searches for thermal inertia, current limits, and 1.3–1.5 times rated current found no passage addressing the claim. (LLM, conf=0.72)
Experimental — accuracy not yet measured
- Interpretationreasoning
The participation of the EVCS in managing the operating modes of distribution networks may require the improvement of traditional PR systems.
“In this regard, the participation of the EVCS in managing the operating modes of distribution networks may require the improvement of traditional PR systems [37,38].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [37] Ilyushin, P., Volnyi, V., Suslov, K., and Filippov, S. (2022). Review of Methods for Addressing Challenging Issues in the Operation of Protection Devices in Microgrids with Voltages of up to 1 kV That Integrates Distributed Energy Resources. Energies, 15. source
The Introduction says changing generation and consumption modes in microgrids alter fault currents and compromise conventional protection devices. Section 4.1 discusses improving conventional protections for microgrids with distributed energy resources. The cited paper does not specifically address EV charging stations (EVCS) participating in distribution-network management, so it supports the general protection concern but not that specific application. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [38] Saxena, 2024, Navigating the Complexities of Distributed Generation: Integration, Challenges, and Solutions, Energy Rep. source
- Findingown data
When regulating voltage, power losses were reduced by 14-15%.
“As follows from Table 2, when regulating voltage, power losses were reduced by 14-15%”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- The authors state this as an assumption: The change in voltage at the inverter terminals when the load changes occurs slow enough for the reactive power controller to implement the necessary control action at each simulation step.
- Findingown data
The 240 kW EVCS (two ports of 120 kW) coped with the task of voltage regulation, raising the voltage in the maximum load mode from 0.957 to 1.065 p.u.
“the 240 kW EVCS (two ports of 120 kW) coped with the task of voltage regulation, raising the voltage in the maximum load mode from 0.957 to 1.065 p.u.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- The authors state this as an assumption: The change in voltage at the inverter terminals when the load changes occurs slow enough for the reactive power controller to implement the necessary control action at each simulation step.
- Findingown data
For approximately half of the considered combinations of transformer and EVCS powers, the EVCS regulation range was sufficient to limit voltage deviations to the permissible value U_req.
“For approximately half of the variants of the considered combinations of transformer and EVCS powers (Table 1), the width of the EVCS regulation range was sufficient to limit voltage deviations to the permissible value U req .”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingnone given
The deviation of the slope of the standard Volt/Var characteristic for category B inverters from the calculated one reaches 40.9%.
“The deviation of the slope of the standard Volt/Var characteristic for category B inverters from the calculated one reaches 40.9%”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingnone given
The width of the EVCS voltage regulation range depends on the EVCS power and the node voltage sensitivity indexes.
“The width of the EVCS voltage regulation range depends on the EVCS power and the node voltage sensitivity indexes.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingown data
When using criterion (b) to determine the slope of the Volt/Var characteristic, the average error was 3.9% for the idle mode.
“When using the criterion of maximizing the reactive power of the inverter (criterion (b)) to determine the slope of the Volt/Var characteristic, the average error was 3.9 and 5.5% for the idle mode and maximum load, respectively.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingown data
When using node voltage sensitivity indexes from the inverse Jacobian matrix, the error in determining the slope of the Volt/Var characteristic was on average 11.6% when the sensitivity indexes were calculated in the no-load mode of the network.
“When using node voltage sensitivity indexes for active and reactive power obtained from the inverse Jacobian matrix, the error in determining the slope of the Volt/Var characteristic was on average 11.6% when calculating the sensitivity indexes in the no-load mode of the network, and 4.6% when calculating the sensitivity indexes in the maximum load mode.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingown data
When using node voltage sensitivity indexes from the inverse Jacobian matrix, the error in determining the slope of the Volt/Var characteristic was on average 4.6% when the sensitivity indexes were calculated in the maximum load mode.
“When using node voltage sensitivity indexes for active and reactive power obtained from the inverse Jacobian matrix, the error in determining the slope of the Volt/Var characteristic was on average 11.6% when calculating the sensitivity indexes in the no-load mode of the network, and 4.6% when calculating the sensitivity indexes in the maximum load mode.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingown data
The difference in average voltages in the controlled node when using node voltage sensitivity indexes is less than 1%.
“The difference in average voltages in the controlled node is less than 1%”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- The authors state this as an assumption: The change in voltage at the inverter terminals when the load changes occurs slow enough for the reactive power controller to implement the necessary control action at each simulation step.
- Findingown data
When regulating voltage, the maximum transformer load factor was reduced by 14.4% (in reactive power priority mode).
“and the maximum transformer load factor was reduced by 14.4% (in the reactive power priority mode).”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- The authors state this as an assumption: The change in voltage at the inverter terminals when the load changes occurs slow enough for the reactive power controller to implement the necessary control action at each simulation step.
- Findingown data
Due to voltage regulation in reactive power priority mode, charging constraints affected approximately 23.68% of the charging sessions during the simulation interval.
“As follows from Table 2, due to voltage regulation in the reactive power priority mode, charging constraints affected approximately 23.68% of the charging sessions during the simulation interval.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- The authors state this as an assumption: The change in voltage at the inverter terminals when the load changes occurs slow enough for the reactive power controller to implement the necessary control action at each simulation step.
- Rests on an assumption: EV charging stations usually operate at below-rated power because charging power is limited by the EV and depends on battery state of charge.
- Findingown data
Voltage regulation in reactive power priority mode can lead to significant constraints of the inverter active power (up to 83%).
“Voltage regulation in the reactive power priority mode can lead to quite significant constraints of the inverter active power (up to 83%, according to Table 1)”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingown data
The deviation of the slope of the standard Volt/Var characteristic for category A inverters from the calculated one reaches 76.4%.
“and for category A ones, it reaches 76.4%.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingown data
The calculated parameters of the Volt/Var characteristics depend to a large extent on the parameters of the electrical network at the connection point of the inverter.
“The calculated parameters of the Volt/Var characteristics depend to a large extent on the parameters of the electrical network at the connection point of the inverter.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingown data
When using criterion (b) to determine the slope of the Volt/Var characteristic, the average error was 5.5% for maximum load.
“When using the criterion of maximizing the reactive power of the inverter (criterion (b)) to determine the slope of the Volt/Var characteristic, the average error was 3.9 and 5.5% for the idle mode and maximum load, respectively.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingown data
In this case, the maximum reactive power of the inverter was about 165.1 kvar (69% of the rated power).
“In this case, the maximum reactive power of the inverter was about 165.1 kvar (69% of the rated power).”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- The authors state this as an assumption: The change in voltage at the inverter terminals when the load changes occurs slow enough for the reactive power controller to implement the necessary control action at each simulation step.
- Findingown data
The maximum charging constraint was 31.23 kW.
“The maximum constraint was 31.23 kW.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- The authors state this as an assumption: The change in voltage at the inverter terminals when the load changes occurs slow enough for the reactive power controller to implement the necessary control action at each simulation step.
- Rests on an assumption: EV charging stations usually operate at below-rated power because charging power is limited by the EV and depends on battery state of charge.
- Findingown data
The difference in total output of reactive energy when using node voltage sensitivity indexes is 3.5%.
“and in the total output of reactive energy, it is 3.5%.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- The authors state this as an assumption: The change in voltage at the inverter terminals when the load changes occurs slow enough for the reactive power controller to implement the necessary control action at each simulation step.
- Findingreasoning
The higher the EVCS power and the lower the transformer power, the greater the voltage regulation range of the EVCS.
“Based on these data, it can also be concluded that the higher the power of the EVCS and the lower the power of the transformer, the greater the voltage regulation range of the EVCS.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingown data
The calculated slope of the Volt/Var characteristic in Table 1 varied from 0.47 to 3.35.
“The calculated slope of the Volt/Var characteristic in Table 1 varied from 0.47 to 3.35”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingown data
Operation of the controller in active power priority mode reduces the duration of unacceptable voltage deviations from 3.59% to 1.72% of the modeling interval.
“but it allows the duration of unacceptable voltage deviations to be reduced from 3.59% to 1.72% of the modeling interval.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The change in voltage at the inverter terminals when the load changes occurs slow enough for the reactive power controller to implement the necessary control action at each simulation step.
- Findingreasoning
In active power priority mode, operating points deviate from the Volt/Var characteristic due to limitation of the inverter's reactive power during active power consumption (EV battery charging).
“In addition, in the active power priority mode, the operating points deviate from the Volt/Var characteristic due to the limitation of the inverter's reactive power during active power consumption (EV battery charging).”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Findingnone given
Operation of the controller in active power priority mode does not affect the minimum voltage level.
“The operation of the controller in the active power priority mode does not affect the minimum voltage level”
Quote in the paperSubstantial claim- The authors state this as an assumption: The change in voltage at the inverter terminals when the load changes occurs slow enough for the reactive power controller to implement the necessary control action at each simulation step.
- Findingown data
Voltage regulation using the Volt/Var characteristic completely eliminates unacceptable voltage deviations.
“Voltage regulation using the Volt/Var characteristic allows unacceptable voltage deviations to be completely eliminated and power losses in the network to be reduced by 14-15%.”
Quote in the paperSubstantial claim - Findingown data
Voltage regulation using the Volt/Var characteristic reduces power losses in the network by 14-15%.
“Voltage regulation using the Volt/Var characteristic allows unacceptable voltage deviations to be completely eliminated and power losses in the network to be reduced by 14-15%.”
Quote in the paperSubstantial claim - Findingown data
In the reactive power priority mode, 23.68% of charging sessions experience charging power limitations of up to 31.23 kW.
“In the reactive power priority mode, 23.68% of charging sessions will experience charging power limitations of up to 31.23 kW.”
Quote in the paperSubstantial claim - Findingown data
When a 240 kW EVCS is used to control the voltage on the low-voltage buses of a 630 kVA power transformer, 165 kvar of inverter reactive power is required to provide the specified voltage in the maximum load mode.
“When using a 240 kW EVCS to control the voltage on the low-voltage buses of a 630 kVA power transformer, 165 kvar of reactive power of the inverter is required to provide the specified voltage in the maximum load mode.”
Quote in the paperSubstantial claim - Findingnone given
The required slope of the Volt/Var characteristic exceeds the slope of the function U = f(P,Q) at the EVCS connection point.
“The required slope of the Volt/Var characteristic exceeds the slope of the function U = f (P,Q) at the EVCS connection point.”
Quote in the paperNot a substantial claim - Interpretationnone given
The impedance of the supply cable of fast EVCSs must be taken into account when it is necessary to regulate the voltage at the point of common coupling.
“In addition, fast EVCSs are usually connected to the point of common coupling via a supply cable, the impedance of which must be taken into account when it is necessary to regulate the voltage at the point of common coupling.”
Quote in the paperSubstantial claim- Rests on an assumption: Fast EVCSs are usually connected to the point of common coupling via a supply cable.
- Interpretationreasoning
An increase in voltage from Umin to Ureq will be possible only in the operating mode with the reactive power priority.
“Thus, an increase in voltage from U min to U req will be possible only in the operating mode with the reactive power priority.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The minimum voltage will be observed when the EVCS operates with the rated active power.
- Interpretationreasoning
The excess of the specified U_req is due to taking into account the most severe mode with a minimum voltage of 0.95 p.u. when determining the parameters of the Volt/Var characteristic.
“The excess of the specified value of U req is due to taking into account the most severe mode with a minimum voltage of 0.95 p.u. when determining the parameters of the Volt/Var characteristic.”
Quote in the paperNot a substantial claim - Interpretationnone given
The proposed method allows determining the slope and width of the dead band of the Volt/Var characteristics according to the criterion of limiting maximum voltage deviations to an acceptable value or maximizing reactive power of the inverter upon reaching a specified voltage.
“The method proposed in this paper allows researchers to determine the slope and width of the dead band of the Volt/Var characteristics according to the criterion of limiting the maximum voltage deviations to an acceptable value or maximizing the reactive power of the inverter upon reaching a specified voltage.”
Quote in the paperSubstantial claim - Premisecitation
There are bidirectional home DC charging stations (for example, Wallbox Quasar) that have their own active rectifier, which can be used to control the active and reactive power of the EVCS.
“However, it should be noted that there are bidirectional home DC charging stations (for example, Wallbox Quasar [30]) that have their own active rectifier, which can be used to control the active and reactive power of the EVCS.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] (2024, July 25). Bidirectional EV Chargers Review. Available online: https://www.cleanenergyreviews.info/blog/bidirectional-ev-chargers-review.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
The voltage control potential is significantly affected by the type of EV charging station (slow or fast).
“The voltage control potential is significantly affected by the type of EV charging station (slow or fast).”
Quote in the paperSubstantial claim - Interpretationreasoning
When regulating voltage together with reactive power injection, it may be necessary to limit the active power of fast EVCSs, which must be taken into account when determining the Volt/Var characteristic parameters.
“Fast EVCSs can be very energy-intensive consumers and when regulating voltage together with reactive power injection, it may also be necessary to limit the active power, which must be taken into account when determining the Volt/Var characteristic parameters.”
Quote in the paperSubstantial claim- Rests on an assumption: Fast EVCSs can be very energy-intensive consumers.
- Interpretationreasoning
The use of standard Volt/Var characteristics of IEEE 1547-2018 will not be able to provide the required voltage level in the controlled node because it requires taking into account the parameters of the electrical network at the point of connection of the EVCS, the power of the EVCS, and the range of voltage changes.
“It should also be noted that the use of standard Volt/Var characteristics of IEEE 1547-2018 will not be able to provide the required voltage level in the controlled node, since this requires taking into account the parameters of the electrical network at the point of connection of the EVCS, the power of the EVCS, and the range of voltage changes, as shown above.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Interpretationreasoning
When using the criterion of limiting voltage deviations to a given value, the Volt/Var characteristic must pass through the intersection point of the function U = f(P,Q), constructed relative to the minimum voltage, with the vertical line constructed relative to the permissible voltage.
“When using criterion (a), the Volt/Var characteristic must pass through the intersection point of the function U = f (P, Q), constructed relative to the minimum voltage, with the vertical line constructed relative to the permissible voltage (point B, Figure 2).”
Quote in the paperSubstantial claim- The authors state this as an assumption: The minimum voltage will be observed when the EVCS operates with the rated active power.
- Interpretationreasoning
Nonlinear functions U = f(Q) and U = f(P,Q) can be obtained using the node voltage sensitivity indexes for active and reactive power.
“Another way to obtain these functions is to use the node voltage sensitivity indexes for active and reactive power.”
Quote in the paperNot a substantial claim - Premisecitation
With continuous regulation, a greater steepness of the Volt/Var characteristic is allowed.
“With continuous regulation, a greater steepness of the Volt/Var characteristic is allowed [32].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [32] Wang, W., Shi, X., Brewster, C., and Huque, A. (August, January 15). Oscillation Mechanism and Setting Guideline for Inverter Volt-Var Control. Proceedings of the 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), Virtual Meeting. source
- Interpretationreasoning
Voltage control using AC home EVCSs in extended suburban electric networks may be more effective than using fast EVCSs.
“Voltage control using AC home EVCSs in extended suburban electric networks may be more effective than using fast EVCSs.”
Quote in the paperSubstantial claim - Interpretationown data
A fast EVCS can be used to regulate the voltage on the low-voltage buses of transformer substations.
“As follows from the obtained results, a fast EVCS can be used to regulate the voltage on the low-voltage buses of transformer substations.”
Quote in the paperSubstantial claim - Premisecitation
This stability criterion is valid for voltage regulation with a delay, when the change in reactive power of the inverter occurs periodically.
“This criterion is valid for voltage regulation with a delay, when the change in the reactive power of the inverter occurs periodically.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [32] Wang, W., Shi, X., Brewster, C., and Huque, A. (August, January 15). Oscillation Mechanism and Setting Guideline for Inverter Volt-Var Control. Proceedings of the 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), Virtual Meeting. source
- Premisecitation
IEEE 1547-2018 requires smart inverters of distributed energy resources to be able to participate in distribution grid voltage control.
“According to IEEE 1547-2018, smart inverters of distributed energy resources (DERs) must be able to participate in distribution grid voltage control.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites IEEE 1547-2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationnone given
A relatively small volume of limitations can be obtained with a sufficiently high power of the EVCS compared to the power of the power transformer.
“A relatively small volume of limitations can be obtained with a sufficiently high power of the EVCS compared to the power of the power transformer.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Interpretationnone given
The paper proposes a method for determining the parameters of the Volt/Var characteristics of inverters of electric vehicle charging stations to regulate voltage in distribution networks.
“In this paper, a method for determining the parameters of the Volt/Var characteristics of inverters of electric vehicle charging stations to regulate voltage in distribution networks is proposed”
Quote in the paperSubstantial claim - Premisereasoning
As a rule, AC home EVCSs do not have the technical capability to regulate reactive power.
“However, as a rule, AC home EVCSs do not have the technical capability to regulate reactive power.”
Quote in the paperSubstantial claim - Interpretationreasoning
Existing algorithms for the analytical determination of Volt/Var characteristics parameters have been developed for low-power PVs connected to branched low-voltage distribution networks and cannot be fully used for organizing voltage regulation by fast EVCSs because they do not take into account the limitation of inverter active power when determining the required reactive power value and the阻抗 of
“The existing algorithms for the analytical determination of the Volt/Var characteristics parameters have been developed for low-power PVs connected to branched low-voltage distribution networks and cannot be fully used for organizing voltage regulation by fast EVCSs since they do not take into account a number of important features, namely, the limitation of the inverter active power when deter”
Quote in the paperSubstantial claim - Interpretationreasoning
In the case of voltage dips caused by external short circuits, the inverter overcurrent protection may also trip the EVCS due to their overload if the time delays of the upstream PR exceed the time delay of the inverter protection.
“In the case of voltage dips caused by external short circuits, the inverter overcurrent protection may also trip the EVCS due to their overload if the time delays of the upstream PR exceed the time delay of the inverter protection.”
Quote in the paperSubstantial claim - Interpretationreasoning
This leads to the risk of tripping the EVCS inverter overcurrent protection during prolonged negative voltage deviations of large magnitude due to forcing the reactive power.
“This leads to the risk of tripping the EVCS inverter overcurrent protection during prolonged negative voltage deviations of large magnitude due to forcing the reactive power”
Quote in the paperSubstantial claim - Interpretationown data
The use of node voltage sensitivity indexes to determine the Volt/Var characteristic does not introduce a significant error in voltage regulation.
“The use of the node voltage sensitivity indexes to determine the Volt/Var characteristic does not introduce a significant error in voltage regulation.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
- Interpretationnone given
The variability of distribution network parameters at the EVCS connection point directly affects the efficiency of voltage regulation.
“It is also important to take into account the variability of the distribution network parameters at the point of connection of the EVCS, since this directly affects the efficiency of voltage regulation.”
Quote in the paperSubstantial claim - Premisecitation
The duration of voltage dips caused by three-phase short circuits can be 2 times longer than the longest short circuit due to automatic starting of electric motors.
“As shown in [36], the duration of voltage dips caused by three-phase short circuits can be 2 times longer than the longest short circuit due to automatic starting of electric motors.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [36] Ilyushin, 2022, The Effect of Complex Load on the Reliable Operation of Solar Photovoltaic and Wind Power Stations Integrated into Energy Systems and into Off-Grid Energy Areas, Energy Rep. source
- Interpretationreasoning
Since the EVCS consumes active power to charge the EV battery, the consumption or generation of reactive power by the inverter in accordance with the Volt/Var characteristic may lead to its overload (exceeding the rated apparent power).
“Since the EVCS consumes active power to charge the EV battery, the consumption/generation of reactive power by the inverter in accordance with the Volt/Var characteristic may lead to its overload (exceeding the rated apparent power).”
Quote in the paperSubstantial claim - Interpretationreasoning
If the inverter is overloaded, it will be necessary to limit the active or reactive power of the inverter.
“Then, it will be necessary to limit the active or reactive power of the inverter.”
Quote in the paperSubstantial claim - Interpretationnone given
When working with the priority of reactive power for voltage regulation, both the reactive and active power of the inverter can be changed.
“When working with the priority of reactive power for voltage regulation, both the reactive and active power of the inverter can be changed.”
Quote in the paperSubstantial claim - Interpretationnone given
The proposed method differs from existing ones by taking into account the possibility of joint control of active and reactive power and the impedance of the power distribution line.
“which differs from the existing ones by taking into account the possibility of the joint control of active and reactive power and the impedance of the power distribution line”
Quote in the paperSubstantial claim - Interpretationreasoning
The position of the operating point of the regulator on the Volt/Var characteristic will be determined by the intersection of the Volt/Var characteristic with the nonlinear function U = f(P,Q) of the electric network.
“Then, the position of the operating point of the regulator on the Volt/Var characteristic will be determined by the intersection of the Volt/Var characteristic with the nonlinear function U = f (P,Q) of the electric network”
Quote in the paperSubstantial claim - Interpretationown data
Fast electric vehicle charging stations can be used to regulate voltage in the distribution network with relatively minor constraints on the charging active power.
“Based on the modeling results, it is shown that fast electric vehicle charging stations can be used to regulate voltage in the distribution network with relatively minor constraints on the charging active power.”
Quote in the paperSubstantial claim - Premisecitation
A consumer with an EVCS connected to its own power supply system is interested in voltage control in its own distribution network.
“In this case, the consumer is interested in voltage control in its own distribution network [51].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [51] Rajamand, 2022, Feedback-based control structure for frequency/voltage regulation using the state of electrical vehicle charge station and point estimation method, Sustain. Energy Technol. Assess source
- Interpretationnone given
The proposed algorithm for determining the Volt/Var characteristic parameters of fast EVCS inverters differs from known ones by taking into account the change in both the reactive and active power of the inverter and by taking into account the impedance of the EVCS supply cable line.
“In this paper, an algorithm is proposed for determining the Volt/Var characteristics parameters of fast EVCS inverters for voltage and reactive power control in distribution networks, which differs from known ones by taking into account the change in both the reactive and active power of the inverter, as well as taking into account the impedance of the EVCS supply cable line.”
Quote in the paperSubstantial claim - Premisereasoning
The position of the operating point of the reactive power regulator on the Volt/Var characteristic is determined by the intersection of the Volt/Var characteristic with the nonlinear function U = f(Q) of the electrical network.
“The position of the operating point of the reactive power regulator on the Volt/Var characteristic is determined by the intersection of the Volt/Var characteristic with the nonlinear function U = f (Q) of the electrical network (point A, Figure 2).”
Quote in the paperSubstantial claim - Interpretationown data
Fast EVCSs can be used to control the voltage on low-voltage buses of transformer substations.
“The calculation results show that fast EVCSs can be used to control the voltage on lowvoltage buses of transformer substations.”
Quote in the paperSubstantial claim
- May combine two claims. 25
- Classified as probably not a substantial claim. 12
May combine two claims.
PremisecitationIn typical configurations of DC charging stations up to 350 kW, passive rectifiers are usually used, which limits the possibilities of their use for providing services for managing the operating modes of distribution networks.
“However, as shown in [11], in typical configurations of DC charging stations up to 350 kW, passive rectifiers are usually used, which limits the possibilities of their use for providing services for managing the operating modes of distribution networks.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [11] Rivera, 2023, Charging Infrastructure and Grid Integration for Electromobility, Proc. IEEE source
The Off-Board DC Chargers section gives a range of 20–350 kW for mid-sized EV chargers, so the power range matches. But the Reactive Power, Power Quality, and Harmonic Compensation section says higher-power chargers have well-controllable grid front ends that can provide grid-support functions, contrary to the claim that they usually use passive rectifiers that limit such services. Page numbers were not available in our copy. (LLM, conf=0.83)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationVolt/Var characteristics from the standards of Denmark, Australia, Austria, Italy, and Germany significantly differ from each other: the minimum required reactive power of the inverter varies from 25% to 50% of the rated apparent power, and the deadband width of the characteristic varies from 0% to 15%.
“In [21], it is shown that Volt/Var characteristics from the standards of Denmark, Australia, Austria, Italy, and Germany significantly differ from each other: the minimum required reactive power of the inverter varies from 25% to 50% of the rated apparent power, and the deadband width of the characteristic varies from 0% to 15%.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [21] Haghighat, 2024, A Review of State-of-the-Art Flexible Power Point Tracking Algorithms in Photovoltaic Systems for Grid Support: Classification and Application, J. Mod. Power Syst. Clean Energy source
Split into 3 atoms — 0 confirmed, 3 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationIntroducing a mandatory requirement for EVCS reactive power control will require the use of an active front end in fast EVCSs, which may lead to an increase in their cost.
“In addition, the introduction of this requirement will require the use of an active front end in fast EVCSs, which may lead to an increase in their cost [49,50].”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [49] Li, 2023, Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach, IEEE Trans. Intell. Veh. source
The Introduction (p. 1) discusses uncertainty in EVCS charging power and the need to forecast it, not requirements for reactive power control. Searches for active front ends, reactive power control, and converter costs found no passage addressing whether such a requirement would increase fast-EVCS costs. (LLM, conf=0.76)
Experimental — accuracy not yet measured - cites [50] Gabbar, H.A. (2022). Requirement Analysis of Fast-Charging Stations. Fast Charging and Resilient Transportation Infrastructures in Smart Cities, Springer. source
May combine two claims.
PremisecitationThe use of modern active front-end rectifiers in EV charging stations can enhance grid management capabilities while simultaneously increasing the efficiency of EV charging.
“The use of modern active front-end rectifiers in EV charging stations can enhance grid management capabilities while simultaneously increasing the efficiency of EV charging, as highlighted in [31].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [31] Correia, A.F.M., Moura, P., and de Almeida, A.T. (2022). Technical and Economic Assessment of Battery Storage and Vehicle-to-Grid Systems in Building Microgrids. Energies, 15. source
Section 2.2 (Microgrid Efficiency; page not provided) says silicon-carbide semiconductors can reduce conversion losses and enable more efficient EV charging stations. Our copy does not identify active front-end rectifiers or say that those rectifiers enhance grid management capabilities, so it supports only the charging-efficiency portion of the attributed claim. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationEquipping EVCSs with an active front end will allow not only to control reactive power, but also to operate in the mode of an energy storage system, frequency control, harmonics filtering, and load balancing.
“Equipping EVCSs with an active front end will allow not only to control reactive power, but also to operate in the mode of an energy storage system, frequency control, harmonics filtering, and load balancing [11].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [11] Rivera, 2023, Charging Infrastructure and Grid Integration for Electromobility, Proc. IEEE source
The sections on reactive power and harmonic compensation, virtual inertia, and flexible grid assets describe charger control of reactive power, harmonic compensation, and frequency response. The EV-Based Grid Energy Storage section describes storage and load balancing through EV batteries or integrated stationary storage; it does not say that adding an active front end alone enables those functions. The copy provides section labels but no page numbers. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenIn the considered example, the required width of the voltage regulation range was 5% (with a voltage increase from 0.95 to 1.0 p.u.).
“In the considered example, the required width of the voltage regulation range was 5% (with a voltage increase from 0.95 to 1.0 p.u.).”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
May combine two claims.
Findingnone givenThe required inverter reactive power of the EVCS to change the voltage on the substation buses from U_min to U_req is determined by the voltage sensitivity index, which in turn depends on the short-circuit power and the X/R ratio at the point of connection of the inverter.
“The required inverter reactive power of the EVCS to change the voltage on the substation buses from U min to U req is determined by the voltage sensitivity index, which in turn depends on the short-circuit power and the X/R ratio at the point of connection of the inverter.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
May combine two claims.
PremisecitationIEEE 1547-2018 provides standard Volt/Var characteristics for category A and B inverters but does not provide a methodology for calculating the parameters of this characteristic.
“IEEE 1547-2018 provides standard Volt/Var characteristics for category A and B inverters (Figure 1); however, it does not provide a methodology for calculating the parameters of this characteristic.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites IEEE 1547-2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone givenCurrently, the use of Volt/Var characteristics for voltage regulation is considered in sufficient detail using the example of photovoltaic power plants, and the parameters of the characteristics are mainly determined in the optimization process.
“Currently, the use of Volt/Var characteristics for voltage regulation is considered in sufficient detail using the example of photovoltaic power plants, and the parameters of the characteristics are mainly determined in the optimization process.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningWhen the active power consumption is higher than Pfeasible, the reactive power will be limited and the operating point will move from the Volt/Var characteristic to the B-Umin curve.
“When the active power consumption is higher than P feasible , the reactive power will be limited and the operating point will move from the Volt/Var characteristic to the B-U min curve.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The minimum voltage will be observed when the EVCS operates with the rated active power.
Probably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone givenThe converter of AC home EVCSs is located on the EV board (on-board charger) and is often not equipped with an active front end required to control reactive power.
“The converter is located on the EV board (on-board charger) and is often not equipped with an active front end required to control reactive power.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationFurther growth in the number of EVs and EVCSs may require extending reactive power control requirements to EVCSs in order to maintain power quality in distribution networks.
“Usually, these requirements apply to generating units; however, further growth in the number of EVs and EVCSs may require the extension of these requirements to EVCSs to maintain the power quality in distribution networks.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Interpretationnone givenNonlinear functions U = f(Q) and U = f(P,Q) can be obtained using an iterative calculation of the steady-state mode by changing the active and reactive power of the inverter.
“Nonlinear functions U = f (Q) and U = f (P,Q) can be obtained using an iterative calculation of the steady-state mode by changing the active and reactive power of the inverter.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Interpretationnone givenIn Q-priority mode, the volume of constraints on active power of EV charging depends on the value of reactive power of the inverter.
“This is especially important when the controller operates in the Q-priority mode, since in this mode the volume of congestions on the active power of the EV charge will depend on the value of the reactive power of the inverter.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone givenThe converter of fast DC charging stations is constantly connected to the electric grid, which allows for regulation even in the absence of the EV.
“The converter of fast DC charging stations is constantly connected to the electric grid, which allows for regulation even in the absence of the EV.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningThe voltage sensitivity indexes are linearized and will sufficiently correspond to the actual nonlinear functions U = f(Q) and U = f(P,Q) only in modes sufficiently distant from the static stability limit.
“However, it is necessary to take into account that these indexes are linearized and will sufficiently correspond to the actual nonlinear functions U = f (Q) and U = f (P,Q) only in modes sufficiently distant from the static stability limit.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe found intersection point shows what value of reactive power Qreq will be required to increase the voltage from Umin to Ureq, as well as the volume of active power limitations of the EVCS in the operating mode of the regulator with the reactive power priority.
“The found intersection point shows what value of reactive power Q req will be required to increase the voltage from U min to U req , as well as the volume of active power limitations of the EVCS in the operating mode of the regulator with the reactive power priority.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The minimum voltage will be observed when the EVCS operates with the rated active power.
May combine two claims.
PremisecitationThe minimum reactive power injection and absorption capability of the inverter must be 44% for the overexcitation mode and between 25% and 44% in the underexcitation mode of the inverter nameplate apparent power for DER categories A and B, respectively.
“The minimum reactive power injection and absorption capability of the inverter must be 44% for the overexcitation mode and between 25% and 44% in the underexcitation mode of the inverter nameplate apparent power for DER categories A and B, respectively.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites IEEE 1547-2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationreasoningExisting calculation methods for determining the parameters of Volt/Var characteristics of photovoltaic power plants do not take into account the specifics of the operation of electric vehicle charging stations, which necessitates their revision.
“the existing calculation methods for determining the parameters of Volt/Var characteristics of PV do not take into account the specifics of the operation of EVCS, which necessitates their revision.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationThe EVCS model used takes into account the parameters of the most common EV models, the stochastic behavior of EV owners, and the dependence of the charging power on the EV battery state of charge.
“The EVCS model used is described in [40] and takes into account the parameters of the most common EV models, the stochastic behavior of EV owners, and the dependence of the charging power on the EV battery state of charge.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [40] Voronin, 2024, The Use of Energy Storage Systems for Electric Vehicle Charging Stations in Conditions of Restrictions on Technological Connection, ELECTRIC POWER Transm. Distrib.
Not checked in the free run.
May combine two claims.
InterpretationreasoningDue to the simultaneous increase in reactive power and decrease in the active power of the inverter, the function U = f(P,Q) will have a smaller slope than the function U = f(Q), providing a larger range of voltage regulation.
“which, due to the simultaneous increase in reactive power and decrease in the active power of the inverter, will have a smaller slope than the function U = f (Q), providing a larger range of voltage regulation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationRPC significantly reduces the expected service life of inverters (on average by 62%), based on simulation results for PV inverters.
“According to the simulation results, it was shown that RPC significantly reduces the expected service life of inverters (on average by 62%).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [39] Zhang, 2023, IGBT Reliability Analysis of Photovoltaic Inverter with Reactive Power Output Capability, Microelectron. Reliab. source
Classified as probably not a substantial claim.
InterpretationreasoningTwo voltage regulation modes can be distinguished: with the priority of active power and with the priority of reactive power.
“Accordingly, two voltage regulation modes can be distinguished-with the priority of active power and with the priority of reactive power.”
Quote in the paperSubstantial claimMay combine two claims.
Premisenone givenThe converter of AC home EVCSs is connected to the electric grid only when the EV is connected to the EVCS, which excludes voltage regulation during EV downtime.
“In addition, the converter is connected to the electric grid only when the EV is connected to the EVCS, which excludes voltage regulation during EV downtime.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe use of one standard version of the Volt/Var characteristic is not acceptable; when using the EVCS in voltage regulation, the parameters must be calculated for each specific case.
“which indicates that the use of one standard version of the Volt/Var characteristic is not acceptable and when using the EVCS in voltage regulation, it is necessary to calculate the parameters of the Volt/Var characteristic for each specific case.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
Probably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone givenBidirectional home DC charging stations are not widely used and are more expensive than standard AC home charging stations.
“However, these charging stations are not widely used and are more expensive than standard AC home charging stations.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningTwo basic algorithms for determining the parameters of the Volt/Var characteristic of the inverter of the EVCS can be formulated: based on the criterion of limiting voltage deviations to a given value, and based on the criterion of maximizing reactive power upon reaching a given voltage value.
“Then, we can formulate two basic algorithms for determining the parameters of the Volt/Var characteristic of the inverter of the EVCS:”
- Also stated in: § Based on the criterion of limiting voltage deviations to a given value; • · plain
“Based on the criterion of limiting voltage deviations to a given value; • Based on the criterion of maximizing reactive power upon reaching a given voltage value.”
Quote in the paperSubstantial claim- Also stated in: § Based on the criterion of limiting voltage deviations to a given value; • · plain
May combine two claims.
InterpretationreasoningFor a given voltage increase, a larger transformer rated power leads to a larger required inverter reactive power because higher transformer power lowers impedance, increases short-circuit power, and decreases the voltage sensitivity index.
“The greater the rated power of the transformer, the lower its impedance and the greater the short-circuit power.This leads to a decrease in the voltage sensitivity index.Then, to increase the voltage on the substation buses from U min to U req , a larger value of the inverter reactive power will be required.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The maximum reactive power of the inverter is equal to its rated apparent power.
May combine two claims.
InterpretationreasoningWhen the regulator operates with the active power priority, the operating point of the Volt/Var characteristic will move along the trajectory Uref-B-Umin, and Qreq will determine the maximum reactive power that the EVCS inverter can provide.
“When the regulator operates with the active power priority, the operating point of the Volt/Var characteristic will move along the trajectory U ref -B-U min , and Q req will determine the maximum reactive power that the EVCS inverter can provide.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The minimum voltage will be observed when the EVCS operates with the rated active power.
May combine two claims.
InterpretationreasoningFor an EVCS connected to a consumer's power supply system, benefit can be obtained by reducing power losses in the consumer's network, limiting voltage deviations, and eliminating or reducing the costs of installing RPC devices if their installation is necessary to ensure the standard reactive power factor at the point of common coupling.
“In this case, the benefit can be obtained by reducing power losses in the consumer's network, limiting voltage deviations, and eliminating or reducing the costs of installing RPC devices if their installation is necessary to ensure the standard reactive power factor at the point of common coupling.”
Quote in the paperSubstantial claim- Rests on an assumption: EVCSs connected to a consumer's power supply system are not bound by administrative barriers and can freely supply reactive power to the consumer's internal power supply system.
Probably not a substantial claim: may not pass S2 (checkable).
Interpretationnone givenThe obtained results can be used in developing solutions for managing distribution network modes during the widespread introduction of electric vehicle charging infrastructure.
“The obtained results can be used in developing solutions for managing the distribution network modes during the widespread introduction of electric vehicle charging infrastructure.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenThe slope of the function U = f(Q) depends on the short-circuit power and the X/R ratio of the supply electrical network relative to the inverter connection point: the greater the short-circuit power and the lower the X/R ratio, the steeper the slope of the function U = f(Q).
“The slope of the function U = f (Q) depends on the short-circuit power and the ratio X/R of the supply electrical network relative to the inverter connection point: the greater the short-circuit power and the lower the ratio X/R, the steeper the slope of the function U = f (Q).”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningReactive power compensation using an EV charging station may be less effective than using special compensating devices, since connecting the EVCS near the main consumers of reactive power may be impossible.
“However, it should be taken into account that RPC using the EV charging station may be less effective compared to the use of special compensating devices, since connecting the EVCS near the main consumers of reactive power may be impossible.”
Quote in the paperNot a substantial claim
The authors state this as an assumption.
The minimum voltage will be observed when the EVCS operates with the rated active power.
“This algorithm assumes that the minimum voltage will be observed when the EVCS operates with the rated active power.”
The paper relies on this without support.
Fast EVCSs can be very energy-intensive consumers.
“Fast EVCSs can be very energy-intensive consumers”
The paper relies on this without support.
Fast EVCSs are usually connected to the point of common coupling via a supply cable.
“fast EVCSs are usually connected to the point of common coupling via a supply cable”
The paper relies on this without support.
Active power control of EVCS can be implemented without harm to the EV owners by using the EV downtime after charging is complete.
“active power control can be implemented without harm to the EV owners by using the EV downtime after charging is complete”
The authors state this as an assumption.
The maximum reactive power of the inverter is equal to its rated apparent power.
“This analysis is performed based on the assumption that the maximum reactive power of the inverter is equal to its rated apparent power.”
The authors state this as an assumption.
The change in voltage at the inverter terminals when the load changes occurs slow enough for the reactive power controller to implement the necessary control action at each simulation step.
“During the simulation, it is assumed that the change in voltage at the inverter terminals when the load changes occurs slow enough for the reactive power controller to implement the necessary control action at each simulation step.”
The paper relies on this without support.
EV charging stations usually operate at below-rated power because charging power is limited by the EV and depends on battery state of charge.
“In practice, the EV charging stations usually operates at below-rated power.This is due to the fact that the charging power is determined not only by the EVCS parameters, but also by the EV.A number of EV models may have a maximum fast charging power lower than the rated power of the EVCS charging port.In addition, the charging power value depends on the EV battery state of charge, reaching a maxi”
The paper relies on this without support.
EVCSs connected to a consumer's power supply system are not bound by administrative barriers and can freely supply reactive power to the consumer's internal power supply system.
“EVCSs connected to the consumer's power supply system are not bound by administrative barriers and can freely supply reactive power to the internal power supply system of the consumer.”
Cites
Charging Infrastructure and Grid Integration for Electromobility
Rivera, S., Goetz, S. M., Kouro, S., Lehn, P. W., Pathmanathan, M., Bauer, P., & Mastromauro, R. A. (2023) · Proceedings of the IEEE · doi:10.1109/jproc.2022.3216362 · Cited by 233 · cited 3× · see citing works
“In this case, active power control can be implemented without harm to the EV owners by using the EV downtime after charging is complete, and the reactive power control of a fast EVCS can be implemented even in the absence of EVs [11], turning the EVCS into a full-fledged RPC device.”
InfluentialYong, J. Y., Ramachandaramurthy, V. K., Tan, K. M., & Mithulananthan, N. (2014) · International Journal of Electrical Power & Energy Systems · doi:10.1016/j.ijepes.2014.07.025 · Cited by 194 · cited 2× · see citing works
“In [9], it was shown that the simultaneous charging of six EVs at a fast EVCS leads to an unacceptable decrease in voltage at the most remote substation in the distribution network.”
Li, Y., He, S., Li, Y., Ge, L., Lou, S., & Zeng, Z. (2023) · IEEE Transactions on Intelligent Vehicles · doi:10.1109/tiv.2022.3168577 · Cited by 132 · cited 1× · see citing works
“In addition, the introduction of this requirement will require the use of an active front end in fast EVCSs, which may lead to an increase in their cost [49,50].”
Huang, L., Wu, C., Zhou, D., & Blaabjerg, F. (2023) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2022.3199906 · Cited by 107 · see citing works
Gush, T., Kim, C., Admasie, S., et al. (2021) · IEEE Access · doi:10.1109/access.2021.3070155 · Cited by 102 · cited 3× · see citing works
“For example, in [25], it was recommended to update the Volt/Var characteristics of PV inverters four times a year.”
InfluentialNavigating the Complexities of Distributed Generation: Integration, Challenges, and Solutions
Saxena, V., Manna, S., Rajput, S. K., Kumar, P., Sharma, B., Alsharif, M. H., & Kim, M.-K. (2024) · Energy Reports · doi:10.1016/j.egyr.2024.09.017 · Cited by 82 · cited 1× · see citing works
“In this regard, the participation of the EVCS in managing the operating modes of distribution networks may require the improvement of traditional PR systems [37,38].”
Flexible Power Distribution Networks: New Opportunities and Applications
Suslov, K., Shushpanov, I., Buryanina, N., et al. (2020) · International Conference on Smart Cities and Green ICT Systems · doi:10.5220/0009393300570064 · Cited by 42 · see citing works
Self-citationYoshizawa, S., Yanagiya, Y., Ishii, H., Hayashi, Y., Matsuura, T., Hamada, H., & Mori, K. (2021) · IEEE Open Access Journal of Power and Energy · doi:10.1109/oajpe.2021.3125013 · Cited by 38 · cited 2× · see citing works
“Then, the coordinates of point C can be determined by the expression: This algorithm (criterion (b)) for determining the parameters of the Volt/Var characteristic is similar to that proposed in [29] for PV inverters.”
Rylander, M., Reno, M. J., Quiroz, J., et al. (2016) · Conference record of the IEEE Photovoltaic Specialists Conference · doi:10.1109/pvsc.2016.7749843 · Cited by 37 · cited 1× · see citing works
“In [28], depending on the complexity and volume of available information about the distribution network, three methods were proposed for adjusting the reactive power control algorithms of the PV inverters.”
Lee, H.-J., Kim, J., & Cho, S.-M. (2020) · IEEE Access · doi:10.1109/access.2020.3019794 · Cited by 33 · cited 1× · see citing works
“For example, in [24], a genetic algorithm was used to adjust Volt/Var characteristics of photovoltaic power plants.”
Reactive Power Compensation using Vehicle-to-Grid enabled Bidirectional Off-Board EV Battery Charger
Lenka, R. K., Panda, A. K., Dash, A. R., et al. (2021) · International Conference on Power Electronics and Energy (ICPEE) · doi:10.1109/icpee50452.2021.9358582 · Cited by 32 · cited 1× · see citing works
“It is also important to note that regulating the reactive power of the EV charging station does not negatively impact EV batteries [14], unlike V2G technology, which involves discharging EV batteries to inject active power into the network.”
ILYUSHIN, P. V., Filippov, S. P., Куликов, А. Л., Suslov, K., & Karamov, D. N. (2022) · Energies · doi:10.3390/en15176333 · Cited by 32 · cited 1× · see citing works
“…of active consumers (including EV charging stations), energy storage systems, and distributed generation has been highlighted by many authors, for example, in works [16–19], which is due to the significant influence of these elements on the power quality and the reliability of electrical networks.”
Self-citationLenka, R. K., & Panda, A. K. (2021) · International Journal of Circuit Theory and Applications · doi:10.1002/cta.3021 · Cited by 31 · see citing works
Ilyushin, P. V., Shepovalova, O. V., Filippov, S. P., & Nekrasov, A. A. (2022) · Energy Reports · doi:10.1016/j.egyr.2022.08.218 · Cited by 30 · cited 1× · see citing works
“As shown in [36], the duration of voltage dips caused by three-phase short circuits can be 2 times longer than the longest short circuit due to automatic starting of electric motors.”
Self-citationIlyushin, P., Volnyi, V., Suslov, K., & Filippov, S. (2022) · Energies · doi:10.3390/en15239186 · Cited by 30 · cited 1× · see citing works
“In this regard, the participation of the EVCS in managing the operating modes of distribution networks may require the improvement of traditional PR systems [37,38].”
Self-citationHaghighat, M., Niroomand, M., Dehghani Tafti, H., D. Townsend, C., & Fernando, T. (2024) · Journal of Modern Power Systems and Clean Energy · doi:10.35833/mpce.2022.000845 · Cited by 30 · cited 1× · see citing works
“In [21], it is shown that Volt/Var characteristics from the standards of Denmark, Australia, Austria, Italy, and Germany significantly differ from each other: the minimum required reactive power of the inverter varies from 25% to 50% of the rated apparent power, and the deadband width of the…”
Photovoltaic power plants participation in frequency and voltage regulation
ILYUSHIN, P. V., Pazderin, A. V., & Seit, R. I. (2018) · International Ural Conference on AC Electric Drives (ACED) · doi:10.1109/aced.2018.8341712 · Cited by 29 · cited 2× · see citing works
“It was shown that the number of variants of Volt/Var characteristics that provide satisfactory voltage regulation depends on the parameters of the distribution network and the total connected capacity of the PV [23].”
Self-citationCorreia, A. F. M., Moura, P., & de Almeida, A. T. (2022) · Energies · doi:10.3390/en15238905 · Cited by 27 · cited 1× · see citing works
“The use of modern active front-end rectifiers in EV charging stations can enhance grid management capabilities while simultaneously increasing the efficiency of EV charging, as highlighted in [31].”
IGBT Reliability Analysis of Photovoltaic Inverter with Reactive Power Output Capability
Zhang, B., & Gao, Y. (2023) · Microelectronics Reliability · doi:10.1016/j.microrel.2023.115073 · Cited by 25 · cited 1× · see citing works
“In [39], an analysis of this problem performed using the example of This leads to the risk of tripping the EVCS inverter over-current protection during prolonged negative voltage deviations of large magnitude due to forcing the reactive power, which must be taken into account when selecting and…”
Xia, Z., Zhang, R., Ma, H., et al. (2023) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2023.3332281 · Cited by 24 · see citing works
Full compensation of reactive power in electric networks 0.4-10kV
Александрович, Н. С., Akhmetshin, A., & Олегович, Г. С. (2020) · Journal of Physics Conference Series · doi:10.1088/1742-6596/1588/1/012036 · Cited by 21 · cited 1× · see citing works
“For example, in [1], a “deep” RPC at the level of 0.4 kV in urban and suburban distribution networks was considered, with the RPC devices located at the ends of 0.4 kV feeders.”
InfluentialImpact of Electric Vehicle Charging on the Performance of Distribution Grid
Ahmed, S. I., Salehfar, H., & Selvaraj, D. F. (2021) · IEEE International Symposium on Power Electronics for Distributed Generation Systems (PEDG) · doi:10.1109/pedg51384.2021.9494268 · Cited by 18 · cited 1× · see citing works
“In [8], it was concluded that with charging stations at 60% of consumers of the low-voltage distribution network, voltage deviations can average approximately − 9%, briefly reaching values of − 20% or more.”
Storage Systems Modeling in Microgrids with Renewables Considering Battery DegradationPreprint
Shamarova, N., Suslov, K., Ilyushi, P., et al. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4288117 · Cited by 18 · see citing works
Lee, Y.-D., Lin, W.-C., Jiang, J.-L., Cai, J.-H., Huang, W.-T., & Yao, K.-C. (2021) · Energies · doi:10.3390/en14248370 · Cited by 16 · cited 2× · see citing works
“As shown in [26,32,33], there is a possibility of undamped oscillations in the reactive power of inverters with a large slope of the Volt/Var characteristic.”
Ažbe, V., & Mihalič, R. (2022) · International Journal of Electrical Power & Energy Systems · doi:10.1016/j.ijepes.2022.108145 · Cited by 16 · cited 1× · see citing works
“In fact, the inverter operates in a mode similar to the STATCOM operating mode [20].”
Huang, Z., Li, H., Lai, C. S., et al. (2024) · Energies · doi:10.3390/en17112541 · Cited by 13 · cited 1× · see citing works
“In [10], it was noted that when EV penetration approaches 50% with uncontrolled charging, maximum voltage deviations and electricity losses in the distribution network can increase by 30% and 25%, respectively.”
El‐Bayeh, C. Z., Alzaareer, K., Brahmi, B., & Zellagui, M. (2020) · World Electric Vehicle Journal · doi:10.3390/wevj11020043 · Cited by 12 · cited 1× · see citing works
“In [13], an algorithm for controlling active and reactive power when using home DC charging stations with active bidirectional converters was presented.”
Oscillation Mechanism and Setting Guideline for Inverter Volt-Var Control
Wang, W., Shi, X., Brewster, C., & Huque, A. (2020) · 2020 47th IEEE Photovoltaic Specialists Conference (PVSC) · doi:10.1109/pvsc45281.2020.9300547 · Cited by 12 · cited 2× · see citing works
“As shown in [26,32,33], there is a possibility of undamped oscillations in the reactive power of inverters with a large slope of the Volt/Var characteristic.”
Fast Charging and Resilient Transportation Infrastructures in Smart Cities
Gabbar, H. A. (2022) · doi:10.1007/978-3-031-09500-9 · Cited by 12 · see citing works
Li, J., Guo, D., Liu, C., et al. (2024) · Sustainability · doi:10.3390/su16072627 · Cited by 12 · see citing works
Rajamand, S. (2022) · Sustainable Energy Technologies and Assessments · doi:10.1016/j.seta.2021.101922 · Cited by 9 · see citing works
Zhang, C., Sedghisigarchi, K., Sheinberg, R., Gowda, S. N., & Gadh, R. (2023) · World Electric Vehicle Journal · doi:10.3390/wevj14110310 · Cited by 9 · cited 1× · see citing works
“For example, paper [12] considered the use of medium-and heavy-duty EVs for RPC.”
Iioka, D., Kusano, K., Matsuura, T., et al. (2022) · Energies · doi:10.3390/en15041375 · Cited by 8 · cited 2× · see citing works
“For Var characteristics determined by minimizing voltage deviations, power losses, and maximum reactive Moreover, the best effect was example, in [22], 360 variants of Volt/Var characteristics of PV were compared for five different models of low-voltage distribution networks.”
Rylander, M., Reno, M. J., Quiroz, J., Ding, F., Li, H.-J., Broderick, R., Mather, B., & Smith, J. (2017) · Photovoltaic Specialists Conference · doi:10.1109/pvsc.2017.8366289 · Cited by 8
Frequency Control Ancillary Service Provided by a Wind Farm: Dual-BESS Scheme
YAO, D., CHOI, S. S., TSENG, K. J., & LIE, T. T. (2014) · Journal of Modern Power Systems and Clean Energy · doi:10.1007/s40565-014-0053-3 · Cited by 6 · cited 2× · see citing works
“Inverters have low thermal inertia, which imposes restrictions on their overload capability in all operating modes, usually up to 1.3–1.5 of rated current [34,35].”
InfluentialDevelopment of Voltage Control Algorithm for Improving System Stability in Korean Distribution Grids
Gwon, D., Choi, Y., & Sim, J. (2022) · Electronics · doi:10.3390/electronics11223661 · Cited by 6 · cited 1× · see citing works
“As shown in [26,32,33], there is a possibility of undamped oscillations in the reactive power of inverters with a large slope of the Volt/Var characteristic.”
Reactive Power Management with Distributed Energy Resources
Altayara, A., Mende, D., Bucher, C., Ogasawara, Y., Omine, E., Ueda, Y., Bründliger, R., Adinolfi, G., Graditi, G., Stock, D. S., et al. (2024) · doi:10.69766/jrag8687 · Cited by 5 · see citing works
Mohiyodin, S. S., Patil, R. M., & Nagaraj, D. M. (2024) · Sustainable Operations and Computers · doi:10.1016/j.susoc.2024.07.002 · Cited by 4 · see citing works
Pinto, J., & Baptista, J. (2024) · Renewable Energies Environment and Power Quality Journal · doi:10.24084/reepqj24.245 · Cited by 3 · cited 1× · see citing works
“…control algorithm parameters, minimum reactive power injection, and the absorption capability of the inverter, taking into account the parameters of the distribution network at the EVCS connection point, power quality indicators, and the permissible duration of EV charging congestions [46–48].”
MODEL OF DIFFERENTIATED TARIFF FOR CONTROL OF REACTIVE POWER CONSUMPTION
Кузнецов, А. В., Rebrovskaya, D., & Chikin, V. (2021) · Интеллектуальная электротехника · doi:10.46960/2658-6754_2021_1_31 · Cited by 2 · cited 1× · see citing works
“In [44], the authors proposed a method for calculating the incentive part of the tariff, which includes calculating the tariff for consumed reactive energy, ensuring the profitability of the investment project for installing RPC devices.”
Income and electricity consumption issue: evidence from European households
Nguyen, N. D., NGUYEN, D. V., Dao, K. T., et al. (2024) · Journal of International Economics and Management · doi:10.38203/jiem.024.1.0080 · Cited by 2 · see citing works
Zhang, Y., Li, T., Sun, Y. L., et al. (2024) · Journal of Physics Conference Series · doi:10.1088/1742-6596/2849/1/012077 · Cited by 1 · cited 1× · see citing works
“…control algorithm parameters, minimum reactive power injection, and the absorption capability of the inverter, taking into account the parameters of the distribution network at the EVCS connection point, power quality indicators, and the permissible duration of EV charging congestions [46–48].”
Flagged first, then by citations
Research works printed but not linked: 9
- Vaskov, 2019, Research into the Issue of Reactive Power Compensation in the electrical Networks of Rosseti Lenenergo, ELECTRIC POWER Transm. Distrib., S3, 28
- Dogadkin, 2016, Reactive Power Compensation in the Distribution Network of PJSC MOESK, ELECTRIC POWER Transm. Distrib., 6, 60
- Zavalov, 2023, Reactive Power Compensation in Electrical Networks of 0.4–10 kV in Cities of Northern Regions, Glob. Energy, 29, 57
- Andreenkov, 2023, The Problem of Monitoring Compliance with the Reactive Power Level at Consumer Connections in Electrical Distribution Networks, Int. Tech. J., 1, 57
- Shkitina, 2021, Analysis of the Impact of Electric Vehicle Stochastic Load on the Distribution Network, ELECTRIC POWER. Transm. Distrib., S1, 40
- Domyshev, 2021, Optimization of Steady-State Modes of Electric Power Systems with Renewable Energy Sources and Active Load, Relay Prot. Autom., 4, 34
- Krupenev, 2021, Steady States Analysis of Power Supply Systems with RES and ESS in Assessment of Their Reliability Based on Higher Order Sensitivity Models, Relay Prot. Autom., 4, 47
- Voronin, 2024, The Use of Energy Storage Systems for Electric Vehicle Charging Stations in Conditions of Restrictions on Technological Connection, ELECTRIC POWER Transm. Distrib., 5, 80
- Kuznetsov, 2021, Model of formation of incentive tariff for control of reactive power flows and quality of electric power, ELECTRIC POWER Transm. Distrib., 1, 88
Cited by
Sorted by citations
A Demand Factor Analysis for Electric Vehicle Charging Infrastructure
Voronin, V. A., Сергеевич, Н. Ф., & ILYUSHIN, P. V. (2025) · World Electric Vehicle Journal · doi:10.3390/wevj16090537 · Cited by 6 · see citing works
Self-citationВоронин, В. А. (2026) · Power engineering research equipment technology · doi:10.30724/1998-9903-2026-28-1-70-88 · Cited by 2 · see citing works
Habeeb, N., Gupta, P. D., Shah, R., & Amjady, N. (2026) · Energies · doi:10.3390/en19133026 · Cited by 3 · see citing works
- Authors
- Voronin, V., Nepsha, F., & Ilyushin, P.
- Affiliations
- Kuzbass State Technical University (RU)
- Mining Industry Digital Transformation Lab, Kuzbass State Technical University named after T.F. Gorbachev, 650000 Kemerovo, Russia
- Russian Academy of Sciences (RU)
- Corresponding author
- Ilyushin, Pavel
- Venue
- World Electric Vehicle Journal
- Publisher
- MDPI AG
- Published
- 2024-11-27
- Volume
- 15
- Issue
- 12
- Pages
- 553
- ISSN
- 2032-6653 (ISSN-L)
- OpenAlex
- W4404757195
- Cited by
- 3
- References
- 40
- Citations by year
- 2026: 2 · 2025: 1
- FWCI
- 0.31
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- World Electric Vehicle Journal (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- Ministry of Science and Higher Education of the Russian Federation (075-03-2024-082/2)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Vehicles and Infrastructure
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Optimal Power Flow Distribution
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Power Quality and Harmonics
- Keywords
- volt/var control, electric vehicle charging stations, inverter control, voltage regulation, distribution networks, reactive power control, dead band
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