1 Introduction

In recent years, the railway transportation system has become a rapid and reliable means of traveling. Old fossil-fueled railway systems have been replaced with new highly sophisticated electric railways, owing to their higher performance, less energy costs, and environmentally friendly profile [1]. The AC electrification system is widely used in high power, high-speed corridors worldwide owing to its convenient transformation at high voltages (15–25 kV). Meanwhile, the DC electrification system is generally utilized in low power trains such as trams, metros, and suburban railways, with voltages ranging from 600 V to 3 kV, because of its complex voltage transformation system [2]. Notwithstanding the numerous advantages of the AC railway electrification system (RES), it exhibits certain challenges including voltage and current distortions owing to harmonics generated by the traction load of trains and the capacitive and inductive effects of catenary [3, 4]. However, advancements in the fields of power electronics and voltage source converter (VSC) technology have enabled engineers to consider DC transmission for long distances at high voltages in conventional power systems. The focus is mainly on the North Sea countries, where the plan is to transmit 100 GW of energy from offshore sites into the mainland [5]. Practical examples of such VSC-high voltage direct current (VSC-HVDC) transmission lines are the 320 kV HVDC system between Spain and France, and the 420 and 500 kV systems in China [6].

After the successful implementation of VSC-HVDC transmission systems for conventional power grids, there is increasing interest toward considering the application of this technology in the field of RES for high-speed railways. A few articles have considered the use of modular multi-level converters (MMCs) for catenary voltage stabilization [7,8,9,10]. Certain fundamental concepts and the framework of the VSC-based medium-voltage direct current (MVDC) RES for high-speed railways are available in [2, 11,12,13]. Such MVDC systems consist of several VSC-based traction substations (TSSs) along the catenary line, providing energy to the system according to the requirement of the train loads. The catenary becomes a continuous network without neutral sections. Moreover, the VSC TSSs consume electricity from the main high voltage feeders as well as from renewable energy sources such as wind turbines, photovoltaic (PV) stations, and energy storage systems distributed along the traction line. Thereby, the whole RES becomes an MVDC grid in which each VSC-based substation contributes its share of power to the system.

Controlling such an MVDC railway grid is similar to controlling a conventional DC microgrid. In RES, the train load is continuously moving along the traction line and is changing its position; this makes the traction line resistance between the VSC TSS and train loads a variable quantity. Because of the variable traction line resistance, the VSC TSS near a train experiences less traction line resistance and contributes more power to the system as compared to the ones at a distance from the train. This behavior can overload renewable energy TSSs and take stiff grid connected TSSs to their maximum limits [11]. The conventional droop control technique improves the current-sharing behavior of the VSC TSS; however, it generates larger voltage deviations in the catenary network (its simulation is described in the next section). Different authors have devised improvements in the droop control technique for more effective current-sharing in conventional DC microgrids. A few of them will be discussed in the next section.

In this paper, a modified droop control technique is proposed to improve the current-sharing capability of the VSC TSSs while maintaining the catenary voltage deviation above its minimum allowable limits. The major contributions of the paper can be summarized as follows:

  1. 1)

    Analysis of the effects of the dynamic traction line resistances caused by moving train loads, on the current-sharing behavior of VSC TSSs; analysis of the catenary voltage deviation caused by the conventional droop.

  2. 2)

    An improved droop control scheme is proposed, which enhances the current-sharing behavior of VSC TSSs by selecting a droop coefficient using the TSSs current ratios and an exponential function. This is achieved without compromising on the maximum permitted deviation in the voltage at critical points along the catenary.

2 VSC-based MVDC RES

The general layout, advantages, and basic control of such a system is presented in [2, 11]. This paper is more related to the control technique for more effective current-sharing in similar MVDC-RES environments. For the convenience of readers, the system is described in the preceding subsections.

2.1 System topology

The general architecture of the system is provided in Fig. 1. As the system is DC-based, there is no reactance in the catenary network; this results in less voltage drops, lower energy demands, and less requirement of TSSs for a specific line as compared to the current AC RES. In addition, it eliminates the problem of harmonic distortion, and the system becomes devoid of power factor constraints.

Fig. 1
figure 1

General architecture of VSC-based MVDC RES

Renewable energies can conveniently be integrated to the RES with the aid of AC/DC and DC/DC converter modules. Energy storage facilities along the traction line can store the surplus energy, as well as energy from the braking system [14,15,16], which can be utilized by accelerating trains or can also be shared with metropolitan DC railways. Although [2] provides brief information about the basic architecture, advantages, and control of the system, in simulations, equally-spaced trains are considered on the traction line; this is the best-case scenario for a droop control scheme, as each VSC TSS encounters a similar traction line resistance and shares an equal amount of power to the system (simulated in Section 5).

Practically, trains are not always equally spaced, and the train timetables are mostly managed according to the density of the passengers. Unequally-spaced trains with respect to stationary TSSs causes unequal traction line resistance between the VSC TSSs and train loads. This creates a current-sharing unbalance, and the system drags more current from the VSC TSS located near to the loads than from those at a distance from the loads. The effects of catenary resistance on the load-sharing behavior are explained in the next sub-section.

2.2 Effects of variable traction line resistance under conventional droop control scheme

To better understand and quantify the impacts of the traction line resistance on the current-sharing capabilities of the sources, we will consider an example of a train moving between two TSSs (TSS#1 and TSS#2), which are 100 km apart. A simplified equivalent circuit is shown in Fig. 2. Here, \(R_{droop1}\) and \(R_{droop2}\) are the droop values of TSS#1 and TSS#2, respectively, where \(R_{ 1}\) is the traction line resistance between TSS#1 and the train; \(R_{ 2}\) is the traction line resistance between TSS#2 and the train. Considering the standard traction line resistance mentioned in Table 1, a traction line resistance of 0.1318 Ω/km is obtained through (1) by considering the resistance of the contact and messenger wire to be in parallel and the rail resistance to be in series with this combination:

Fig. 2
figure 2

Change in traction line resistance owing to motion of train from TSS#1 to TSS#2

Table 1 Resistances of wires and rails
$$R_{T} = \left( {\frac{{R_{c} R_{m} }}{{R_{c} + R_{m} }}} \right) + R_{r}$$
(1)

If both the TSSs have an equal droop value (\(R_{droop1} = R_{droop2} = 1\) Ω) and equal terminal voltage, an equal current-sharing can be guaranteed if both the TSSs encounter an identical traction line resistance (\(R_{ 1} = R_{ 2} = R_{\text{avg}}\)) where \(R_{\text{avg}}\) is the average value of the traction line resistance between the train load and TSSs and can be calculated as

$$R_{\text{avg}} = (R_{ 1} + R_{ 2} )/2$$
(2)

The condition of equal current-sharing can be satisfied if the train reaches the midpoint between the two TSSs, i.e., point A. At this point, \(R_{\text{avg}}\) = 6.59 Ω. If the train continues to move and reaches point B, \(R_{ 1}\) becomes 8.18 Ω, whereas \(R_{ 2}\) becomes 5 Ω. At point B, the train draws more current from TSS#2 as compared to TSS#1.

Hence, changes in traction line resistance due to continuous motion of the train disrupt the ideal current-sharing property of the system. It is also noteworthy that the maximum voltage deviation owing to the cumulative effect of the traction line resistance and increase in the droop value occurs at point A, as it is the midpoint between the two TSSs. In this paper, we will use the term critical point voltage (CPV) for the voltages at these midpoints between TSSs.

By considering the journey of a train on a 300 km traction line having three TSSs as shown in Fig. 3, the current-sharing enhancement through the conventional droop and its effect on the catenary voltage is explained through the simulation results in Figs. 4 and 5, respectively. Each TSS consists of a step-down transformer and a three-level VSC, each having identical power rating of 30 MW, rated voltage of 24 kV, and droop coefficient of 7. Figure 4 shows how the better current-sharing among the TSSs have been degraded. A high droop value in the conventional droop method is also not exerting a considerable effect on the enhancement of current sharing.

Fig. 3
figure 3

Layout of a 300 km line comprising three VSC TSSs

Fig. 4
figure 4

Current-sharing behavior of TSSs by considering the journey of a train on a 300 km line, fed by three TSSs

Fig. 5
figure 5

Voltage deviation of catenary from rated value of 24 kV owing to high droop values

In Fig. 5, the voltage profile exhibits a larger sag at the CPV locations as compared to the terminal positions of the TSSs. This is mainly because of the cumulative effect of the higher droop value and traction line resistance. This behavior of loading the TSSs near the load density is not suitable for renewable energy sources or for stiff, grid connected VSC TSSs. Although a further increase in the droop value of the conventional droop scheme improves the current sharing, it further degrades the catenary voltage at the TSSs terminals; moreover, its effect is more adverse at CPV. Better current-sharing can also be achieved by increasing the number of TSSs; however, it will incur higher expenses.

Several articles that are aimed at improving the droop control method for better operation of the conventional DC microgrids are available in the literature; these articles are discussed in the following subsection.

2.3 Droop control schemes

The equation for the conventional droop control scheme is expressed as (3). The difference between the reference voltage and output voltage is R times the output current.

$$V_{0} \;{ = }\;V_{\text{ref}} - RI_{i}$$
(3)

where \(V_{\text{ref}}\) is the reference output voltage for which VSC TSS is designed; \(V_{0}\) is the output voltage of the VSC TSS; \(R\) is the droop value; \(I_{i}\) is the output current of the VSC TSS. An increase in the droop value decreases the output voltage and hence decreases the output current of the TSS. The droop control as well as the voltage shifting term is discussed in [17, 18]; however, it considers the voltage regulation at the terminals of the VSC and is suitable for the conventional DC microgrids. The voltage regulation of VSC-based MVDC RES is discussed in [2, 11]; however, it does not provide an understanding of current sharing. An adaptive droop method is used in [19] by using the superimposed frequency to obtain the DC bus voltage information. However, the technique is not suitable for MVDC systems. The degree of acceleration coincidence of multiple trains has been minimized in [20] by utilizing the particle swamp algorithm. High droop gains and polynomial droop gains for DC microgrids are discussed in [21]. In [22], rather than the droop control, the Lagrange formulation is used to control HVDC light railway. Although numerous improved droop control schemes have been presented until the present for the average or proportional current-sharing, most of them are related to conventional DC microgrids.

3 Proposed adaptive droop scheme

In this section, a control scheme for controlling VSC TSS is presented; the scheme is intended to enhance the current sharing as well as improve the catenary voltage by setting a minimum voltage threshold for the most critical voltage positions along the catenary. The system becomes a type of semi-distributed DC microgrid [23, 24], which depends on a reliable communication link for the exchange of information of currents from the other TSSs and CPV information from the midpoints between the substations. The layout of the system is shown in Fig. 6, whereas the basic control block is shown in Fig. 7. The information of the current generated by each TSS has to be shared with all the TSSs so that each TSS can have the information on the average current. Each TSS also obtains the voltage information of its adjacent CPV positions. The major portions of the proposed control scheme are explained in the preceding subsections.

Fig. 6
figure 6

Layout of catenary system

Fig. 7
figure 7

Detailed control scheme for proposed control method

3.1 Average current

For better current-sharing, the information on the currents produced by each TSS has to be shared with all the TSSs. The expression for the average current is provided in (4).

$$I_{\text{avg}} = \sum\limits_{i = 1}^{n} {I_{{{\text{TSS}}\# i}} /n}$$
(4)

where \(I_{{{\text{TSS}}\# i}}\) is the output current; n is the number of TSSs.

3.2 Exponential droop function

The expression for the ratio of the output current to the average current is provided in (5); here, u is the ratio of the TSS current to the average current. This sets the trend for the droop coefficient; if the ratio is equal to one, it implies that the TSS current is equal to the average current produced in the system, which is an ideal current-sharing scenario.

$$u = I_{{{\text{TSS}}\# i}} /I_{\text{avg}}$$
(5)

If the ratio \(u\) is larger than one, it tends to increase the droop value, thus reducing the output voltage. If the ratio \(u\) is less than one, it tends to reduce the droop value, thus increasing the output voltage. An exponential droop function is used to achieve a type of droop mechanism that offers small droop adjustments on smaller current deviations and large droop adjustments if the current deviations are large, as shown in Fig. 8. The proposed exponential function for the droop value is mathematically expressed as (6).

$$R = {\text{e}}^{{u^{r} }} - x$$
(6)

where \(R\) is the droop coefficient; x is used for setting the base value (value at unity current-ratio) of droop; r in the term \(u^{r}\) is used to set the slope of the curve in Fig. 8. The higher the value of r, the higher is the slope of curve. Moreover, a larger x will provide more space to the higher droop values and in turn adjust large deviations when the TSS current is larger than the average current. A higher x also guarantees higher catenary voltages if the trains are equally spaced or near to equally spaced. A drawback of higher x values is the lesser margin for droop gain below the base value, i.e., when the TSS current is less than the average current; this is not a matter of concern.

Fig. 8
figure 8

Different curves of droop coefficient based on ratio of TSS current to average current \(u\), expediting factor \(r\) and variable for base value selector x (x = 1.0)

3.3 CPV regulator

To limit the effect of higher droop values on the output voltage, a CPV regulator is included in the control block. Each TSS receives the data on its adjacent left and right CPV locations and compares their average with a set reference \(CPV_{\text{ref}}\). Meanwhile, the limit block is used to ensure that only a positive value can pass through the regulator. The operation of the CPV regulator is mathematically expressed in (7); here, \(\Delta V_{i}\) is the resultant voltage compensation or adjustment and has a positive value if the catenary voltage reduces below the minimum limit.

$$\Delta V_{i} = \left( {K_{p} + \frac{{K_{i} }}{s}} \right)\left[ {CPV_{\text{ref}} - \frac{{\left( {CPV_{{i\left( {\text{left}} \right)}} + CPV_{{i\left( {\text{right}} \right)}} } \right)}}{2}} \right]$$
(7)

where \(CPV_{\text{ref}}\) is the minimum allowable limit of the catenary voltage; \(CPV_{{i ( {\text{left)}}}}\) and \(CPV_{{i\left( {\text{right}} \right)}}\) are the CPV values coming from the left and right sides of each TSS. If at any time during the operation, the droop value is increased to a level where it gets the CPV to the minimum limit (set in \(CPV_{\text{ref}}\)), the CPV regulator will clip the dip by adding the required \(\Delta V_{i}\) adjustments to the system to eliminate the effects of the higher droop coefficients. \(CPV_{\text{ref}}\) can be assumed to be between the rated value of 24 kV and a minimum permissible value of 18 kV (0.75 p.u. of 24 kV). This is similar to the standard of 0.75 p.u. for 25 kV AC RES [2]. There is a trade-off between \(CPV_{\text{ref}}\) and current sharing. A higher value of \(CPV_{\text{ref}}\) within the operating range can ensure higher catenary voltages; however, it will result in reduced current-sharing among the sources. Similarly, a lower \(CPV_{\text{ref}}\) within the operating range can reduce the catenary voltages; however, it will provide better current-sharing among the sources [17]. For the simulations in Section 5, \(CPV_{\text{ref}}\) is set as the mean value (21 kV) within the operating range of an RES.

3.4 Voltage and current control

The droop action is completed by multiplying its value with the output current of the concerned TSS, and the resultant adjustments are added to the reference voltage as shown in Fig. 7. The CPV regulator contributes \(\Delta V_{i}\) when the average of the CPV in the vicinity of a TSS reduces below \(CPV_{\text{ref}}\). The overall equation for the reference voltage can be expressed as:

$$V_{{d ( {\text{ref)}}}} = V_{\text{ref}} - RI_{{{\text{TSS}}\# i}} + \Delta V$$
(8)

where \(V_{{d ( {\text{ref)}}}}\) is the reference value provided to the system for the required adjustments in the output voltage; \(V_{\text{ref}}\) is the reference set (24 kV) for the traction system; \(V_{{{\text{TSS}}\# i}}\) is the output voltage of the concerned TSS. The error signal obtained by comparing \(V_{{d ( {\text{ref)}}}}\) and \(V_{{{\text{TSS}}\# i}}\) is passed to the PI controller. The output Id(ref) serves as the reference current signal.

The stability analysis of the system for different time delays is described in Section 4. Apart from the communication delays, it is likely that the communication links for transmitting the information of the current from the other TSS or the communication link from CPV is completely lost. In this scenario, the primary objective will be to continue the normal operation of the trains uninterruptedly, rather than better current-sharing. To cater to such situation, the CPV regulator is disconnected from the control block through breaker B1, and the proposed droop scheme is switched to the conventional droop control method through switch S1, as shown in Fig. 7. The algorithm for controlling S1 and B1 in case of a communication fault signal is provided in Fig. 9.

Fig. 9
figure 9

Algorithm for controlling S1 and B1 in case of communication fault signal

In that case, the concerned TSS will use a constant droop value of Rc [25]. The remaining TSSs will continue their operation according to the proposed scheme.

4 Stability analysis

The stability analysis of the system is performed by considering the train between the two substations TSS#1 and TSS#2 mentioned in Fig. 2. The parameters of the VSC TSS are listed in Table 2. The basic control structure of the VSC converter is provided in [26,27,28]. Considering the proposed modifications, the overall control block of the system is illustrated in Fig. 10.

Table 2 Specifications of system used in simulations
Fig. 10
figure 10

Overall control block for obtaining transfer function of system

The output voltage of a TSS can be obtained as:

$$\begin{aligned} V_{{{\text{TSS}}\# 1}} = & \left[ {V_{\text{ref}} + \left( {CPV_{\text{ref}} - CPV_{\text{avg1}} } \right)G_{d} G_{picpv} } \right. \\ & \quad \left. { - \left( {R_{droop1} I_{{{\text{TSS}}\# 1}} } \right)G_{d} } \right]G_{con} \\ \end{aligned}$$
(9)

where \(G_{con} = G_{v} G_{i} G_{c} /(1 + G_{v} G_{i} G_{c} )\), \(G_{c} = 1/(sC)\), \(G_{con}\) represents the voltage loop of the conventional VSC converter; \(G_{v}\), \(G_{i}\), and \(G_{c}\) represent the voltage PI controller, current PI controller, and filtering capacitor, respectively. \(G_{d} = 1/(1 + Ts)\) represents the delay, it is multiplied with the block output and is used as the cumulative delay including communication and processing; \(G_{picpv}\) represents the PI controller at the CPV regulator. The relation for the output current of TSS#1 can be obtained by applying KVL on the circuit illustrated in Fig. 2.

$$I_{{{\text{TSS}}\# 1}} = \frac{{\left( {R_{eq2} + R_{L} } \right)V_{{{\text{TSS}}\# 1}} - V_{{{\text{TSS}}\# 2}} R_{L} }}{{R_{eq1} R_{eq2} + R_{eq1} R_{L} + R_{eq2} R_{L} }}$$
(10)

where \(R_{eq1} = R_{droop1} + R_{1}\) and \(R_{eq2} = R_{droop2} + R_{2}\).

Considering \(CPV_{\text{ref}}\) as 21 kV (or 0.87\(V_{\text{ref}}\)), the overall transfer function can be obtained by substituting (10) in (9) as follows:

$$\frac{{V_{{{\text{TSS}}\# 1}} }}{{V_{\text{ref}} }} = \frac{{\left[ {\gamma + \gamma \left( {0.87 - A} \right)G_{d} G_{picpv} - R_{droop1} R_{eq2} G_{d} } \right]G_{con} }}{{\gamma + \gamma G_{con} }}$$
(11)

where \(\gamma = R_{eq2} /(R_{eq1} R_{eq2} + R_{eq1} R_{L} + R_{eq2} R_{L} )\) and \(A = CPV_{\text{avg}} /24\;{\text{kV}}\).

For TSS#1, the poles P1, P2, P3 and P4 are obtained from the transfer function of (11) and are mentioned in Fig. 11. Poles are evaluated for different time delays by considering the train to be at the midpoint between two substations. As the delay \(Ts\) varies from 0 to 0.3 s, the poles shift toward the imaginary axis. This represents that the system stability can be guaranteed for communication delays of up to 0.3 s.

Fig. 11
figure 11

Closed-loop poles at different time delays when the train is at the midpoint between two TSSs

5 Simulations for verifications

In order to keep the simulations close to the actual traction system scenario, a 310 km high-speed corridor between Chengdu and Chongqing has been considered for simulations, as shown in Fig. 12. Considering the parameters of traction line resistance from Table 1, four TSSs have been considered for convenient operation, each with an output of 24 kV DC, and at a distance of 86 km apart, while the 1st and 4th TSSs are supporting the end sections of 26 km. Simulations are performed in MATLAB/Simulink. A 220 kV HVAC feeder is used to fed TSSs, the current AC high speed corridors in China is utilizing the same feeder scheme. Eight trains are considered on the traction line. The specification of the system and VSC is given in Table 2.

Fig. 12
figure 12

310 km high speed corridor from Chengdu to Chongqing considered for simulation

Simulations are performed for equally spaced trains, unequally spaced trains, and a single moving train under both the conventional droop method and proposed improved droop method.

5.1 Equally spaced trains

As discussed earlier, equally spaced trains w.r.t TSSs is not a practical scenario. The case is examined only to illustrate the effectiveness of the proposed method w.r.t the conventional droop. For this purpose, simulations have been performed on the selected Chengdu to Chongqing high-speed corridor. The resultant voltage and current profiles are mentioned in Figs. 13 and 14. Owing to the lower droop gain in the proposed method, the catenary voltages are comparatively high. This is because of the low droop coefficients arising from the exponential droop function owing to the lesser difference between the TSS current and average current. In contrast, the conventional droop method uses a fixed droop value, which results in lower catenary voltages even if the trains are equally spaced. The TSS currents overlap and have approximately equal values. That is because each TSS has the train loads at equal distances, and hence, each TSS encounter an identical resistance between its terminals and load. It can also be observed that the average current in the case of the conventional droop method is 823 A; this is higher than the average current of 741 A in the case of the proposed droop control method. This is mainly because of the higher terminal voltage obtained through the proposed droop method.

Fig. 13
figure 13

Comparison of catenary voltages under conventional droop method with proposed droop method when trains are equally spaced

Fig. 14
figure 14

Comparison of TSS currents when trains are equally spaced

5.2 Unequally spaced trains

The simulations for unequally spaced trains are conducted on the considered traction line, as shown in Fig. 12. The unequally spaced trains pose a significant challenge while considering the control of MVDC RES. The catenary voltages in the case of the proposed droop control method are high as compared to the conventional droop, as shown in Fig. 15. The CPV positions are highlighted with green dots.

Fig. 15
figure 15

Catenary voltages in terms of proposed droop method and conventional droop method

The maximum and minimum voltages in the case of the proposed droop control method are 23.06 kV and 21.07 kV, respectively, with an average voltage of approximately 22.28 kV. Meanwhile in the case of the conventional droop control method, the maximum and minimum voltages are 21 kV and 18.9 kV, respectively, with an average voltage of 20.27 kV. The simulation results of current-sharing in the case of the conventional droop are shown in Fig. 16. The current sharing has been improved through conventional droop control; however, the difference between the maximum and minimum currents is still large. Moreover, the average current is increased to 805 A, which implies higher line losses.

Fig. 16
figure 16

TSSs currents when conventional droop method is utilized

The simulation results of the currents generated by the TSSs in the case of the proposed method are shown in Fig. 17. The results reveal that the difference between the maximum and minimum currents is significantly less as compared to that of the conventional droop, with an average current of 736 A. This implies less line losses as compared to those of the conventional droop. Hence, it can be concluded that the proposed control method can realize better current-sharing in conjunction with higher catenary voltages and increased efficiency.

Fig. 17
figure 17

TSSs currents when the proposed droop method is utilized

5.3 Moving train case

For better analysis and comparison of the two methods, the simulations are performed for a single moving train by considering two substations from Fig. 12, for example TSS#1 and TSS#2, 86 km apart from each other. The CPV voltage, rather than the catenary voltage, is measured by considering a voltmeter at the midpoint between the two substations. The specifications of the conventional droop, proposed droop, and traction line are similar, as illustrated in Table 2. Figure 18 shows the current-sharing and CPV voltage in the case of the conventional droop. It can be observed that the maximum and minimum currents generated by each TSS ranges from a maximum of 270 A to a minimum of 90 A, whereas the CPV voltage varies between 23.12 and 22.06 kV.

Fig. 18
figure 18

Current sharing and CPV through conventional droop when a single train moves from TSS#1 to TSS#2

Figure 19 shows the results for the proposed method. In this case, the TSS currents vary between 220 and 140 A. The current sharing in the proposed method is improved because it uses varying droop values by considering the currents generated by each TSS, whereas the conventional droop method uses a fixed droop value throughout the train journey. The minimum value of the CPV voltage in case of the proposed method  goes down to 22.80 kV, which is higher than that for the conventional method.

Fig. 19
figure 19

Current sharing and CPV through the proposed droop when a train moves from TSS#1 to TSS#2

This is mainly because when the train approaches the midpoint between the two substations, the difference between the currents decreases. Hence, the proposed method reduces the value of the droops accordingly.

6 Experiments for verification

To more effectively validate the effectiveness of the proposed control method, an experimental setup consisting of two prototype TSSs is constructed. The layout and photographic image of the experimental setup are illustrated in Figs. 20 and 21, respectively.

Fig. 20
figure 20

Configuration of experimental setup with two TSSs

Fig. 21
figure 21

Experimental setup used in tests

The specifications of the system are listed in Table 3. The experiments are performed for unequally spaced trains and a moving train.

Table 3 Specifications of system used in experiments

6.1 Unequally spaced trains

The current-sharing behavior of two unequally spaced trains, each having a constant power load of 200 W, are illustrated in Fig. 22a, b for the conventional droop control method and proposed droop control method, respectively. As both the trains are closer to TSS#1 as compared to TSS#2, the loads attempt to drag more current from TSS#1 owing to the lesser traction line resistance. The catenary voltages for both the methods for unequally spaced trains are shown in Fig. 22c.

Fig. 22
figure 22

Experimental results when trains are unequally spaced

The results reveal a better current-sharing under the proposed droop control method when the trains are unequally spaced, in conjunction with an increased efficiency owing to the higher catenary voltages.

6.2 Moving train

Furthermore, to verify the effectiveness of the proposed method, a scenario of a 300 W train moving form TSS#1 to TSS#2 is tested through experiment, and the results of current sharing for the conventional droop and proposed droop schemes are provided in Figs. 23 and 24, respectively. Only the CPV of the two methods, rather than the catenary voltage, are mentioned in their respective graphs. The experiment results under the proposed droop control method reveal a better current-sharing in conjunction with higher CPV ranging from 91.5 to 90 V. Hence, the proposed control method provides better current sharing as well as minimizes the losses.

Fig. 23
figure 23

Current sharing and CPV through conventional droop when a train moves from TSS#1 to TSS#2

Fig. 24
figure 24

Current sharing and CPV through proposed droop when a train moves from TSS#1 to TSS#2

7 Conclusion

This paper provides a modified droop control scheme for the VSC-based MVDC RES, with an objective of obtaining better current-sharing among the TSSs in conjunction with acceptable catenary voltages. Better current-sharing has been achieved with lower droop values through the proposed method, as compared to the conventional droop. Moreover, the catenary voltages are maintained above the minimum permissible limits through a CPV regulator. The proposed techniques are verified through both simulations and experiments. A rapid and reliable communication link is one of the necessary requirements for the operation of such systems; this will be addressed in future, together with an energy management system for MVDC RES.