Abstract
Unpredictable power fluctuation and fault ride-through capability attract increased attention as two uncertain major factors in doubly-fed induction generators (DFIGs) integrated DC power system. Present solutions usually require complicated cooperation comprising multiple modules of energy storage, current control, and voltage stabilizer. To overcome the drawbacks of existing solutions, this paper proposes a superconducting magnetic energy storage (SMES) integrated current-source DC/DC converter (CSDC). It is mainly composed of a current-source back-to-back converter, and the SMES is tactfully embedded in series with the intermediate DC link. The proposed SMES-CSDC is installed in front of the DC-DFIG to carry out its dual abilities of load voltage stabilization under multifarious transient disturbances and power regulation under wind speed variations. Compared with the existing DC protection devices, the SMES-CSDC is designed on the basis of unique current-type energy storage. It has the advantages of fast response, extensive compensation range, concise hardware structure, and straightforward control strategy. The feasibility of the SMES-CSDC is implemented via a scaled-down experiment, and its effectiveness for DC-DFIG protection is verified by a large-scale DC power system simulation.
DUE to the growing development of the DC distributed generators and DC loads such as photovoltaic (PV), DC wind generators, data center, and electric vehicles, DC power system has attracted more and more attention in the past few years [

Fig. 1 Structures of DC power system and SMES-CSDC integrated DC-DFIG WECS. (a) Conceptual structure of DC power system. (b) SMES-CSDC integrated DC-DFIG WECS.
However, with the increased penetration of DC power systems into the AC utility grid, the concerns of the energy conversion and fault operation are gradually exposed in DC-DFIG. On one hand, wind energy has strong characteristics of randomness and intermittence handicapping the large-scale integration of wind power, which brings a potential risk of imbalance between power demand and supply [
For output power undulation, ESDs are the most straightforward one. Facing with the DC-DFIG, various kinds of DC-interfaced ESDs can be introduced to smooth the output power undulation such as lead-acid battery [
However, in DC power systems, the DC grid-side current under grid faults will rapidly increase with a considerable amplitude according to the DC fault characteristics [
Thanks to the technical advantages of extremely high current rating and nearly zero lossy resistance in superconducting materials, a number of superconductor-based electrical facilities have been widely used in power transmission and distribution networks [
However, the SMES design in [
Device | Voltage sag | Voltage swell | Voltage ripple | Power management | Compensation range | Energy storage | Transformer | Controlled switches |
---|---|---|---|---|---|---|---|---|
SFCL [ | √ | √ | × | × | Uncontrollable | × | ||
DC-DVR [ | √ | × | × | × | Small | √ | 1 | |
SVR [ | √ | √ | × | × | Small | √ | 12 | |
IUPS [ | √ | √ | × | × | Large | Battery | √ | 16 |
DC-DVR [ | √ | √ | × | × | Large | Battery | √ | 12 |
DAB-UPQC [ | √ | √ | √ | √ | Large | SMES | √ | 24 |
TLSVR [ | √ | √ | × | × | Large | SMES | × | 8 |
Proposed SMES-CSDC | √ | √ | √ | √ | Large | SMES | × | 4 |
Note: the symbols “×” and “√” represent that the device is without and with this function, respectively.
The remainder of this paper is organized as follows. Section II presents the overview of SMES-CSDC integrated DC-DFIG. Section III describes the issues of output power undulation and weakness of FRT capability via theoretical model establishments. Section IV indicates the circuit principle, voltage and current stresses, and control strategy of the proposed SMES-CSDC. Section V shows the scaled-down experimental results and related analysis. Section VI discusses the large-power simulation results. Section VII concludes the contribution.
Due to this particular structure, there is strong relevance between the stator voltage and the DC grid voltage. Therefore, the DC-DFIG is vulnerable to voltage disturbances. Additionally, the intermittence and the undulation of wind energy make the output power of the DC-DFIG constantly fluctuate.
The SMES-CSDC is a dual-DC-port device incorporating two converters, i.e., converters 1 and 2. Converter 1 is connected to the DC power system for DC grid-side current and power regulation, while converter 2 is interfaced with the DC-DFIG for terminal voltage stabilization.

Fig. 2 Power flow among DC-DFIG, DC grid, and SMES-CSDC.
The role of the SMES is an energy buffer between the converters 1 and 2. The SMES-CSDC will re-regulate the output power of the DC-DFIG, and output a demanded power to the DC grid. If the output power of the DC-DFIG is fluctuated owing to the maximum power point tracking (MPPT) under wind gust [
(1) |
where is the rated power of the DC-DFIG; and is the fluctuated part of the power of DC-DFIG under wind variation.
Under the DC voltage disturbances, the SMES-CSDC isolates the grid fault, and converter 2 maintains the voltage of the DC-DFIG. Since there is a voltage difference between the DC grid and the DC-DFIG under voltage disturbances, the SMES can absorb the surplus power produced by DC-DFIG, which cannot be sent out under the voltage sag. Whereas, the SMES can also release a specific power to the grid under the voltage swell. The power relationship among DC-DFIG, DC grid, and SMES under voltage changes can be derived from (1) to:
(2) |
where p is the voltage changing ratio.
Compared with the traditional copper coil, the superiorities of the superconducting technology are reflected from the following two aspects.
1) The utilization of the superconductivity greatly improves the efficiency of the proposed CSDC. In copper coil, there is a tremendously high thermal loss. Furthermore, the thermal loss will be enlarged in a square relation with the increase of the current. With an SMES, there is only a little DC power loss due to the non-superconductive transmission line, and a little AC loss due to small SMES current ripple.
2) According to the structure of SMES-CSDC, the SMES is in series with the two converters. That means, only if the stored current in SMES is over the currents of the two terminals, the SMES has the power control ability. The available energy of the SMES Ea can be expressed as:
(3) |
where iSCop is the operating current of SMES; LSC is the inductance of SMES; and iL is the DC load current. If the SMES is replaced by a copper coil, the operating current in the DC link will be strongly limited due to the high inner resistance. Therefore, the SMES is necessary in the proposed CSDC for obtaining higher operating current.
The mechanical power Pt captured by the wind turbine is relative to the power coefficient , air density , wind speed Vw, and the radius of rotor blades Rt. It can be expressed as:
(4) |
The power coefficient is a function of tip step ratio and the pitch angle . Its empirical equation can be represented as [
(5) |
where is the rotor angular speed. For a specific wind turbine, the coefficients k1-k8 are inherent. Equations (
Assuming that the diode rectifier works in continuous conduction mode, the stator voltage is clamped to a four-level AC square wave [
(6) |
(7) |
(8) |
where is the stator frequency of the fundamental wave; and vL is the DC load voltage, which can be regarded as a constant VL under the steady state. The stator and rotor voltages and flux linkages can be expressed in the form of space vectors as [
(9) |
(10) |
where R and L are the resistance and inductance, respectively; v, i, and are the voltage, current, and stator flux, respectively, of which the space vector forms are in bold; the superscripts s and r represent the stator and rotor coordinates, respectively; the subscripts s and r represent the stator and rotor, respectively; and Lm is the mutual inductance.
According to (10), the relationship between the stator and rotor flux linkage can be derived as:
(11) |
where σ is the leakage coefficient, which is expressed as:
(12) |
The dynamic equation of rotor voltage can be derived from (6) and (8) as:
(13) |
where is the rotor electromotive force (EMF) induced by the stator flux. Under the rotor open-circuited condition, there is only in the expression of the rotor voltage in (13). The second term of (13) only appears when a current flows in the rotor windings. The mean of the second term is the voltage drop generated from the rotor resistance Rr and the transient inductance .
Assuming that a voltage sag of depth p occurs at , i.e.,
(14) |
Since the stator flux is a state variable, it does not change instantaneously. Therefore, the dynamic response of the stator flux at the fault occurrence contains a steady component and a transient component , and they can be expressed as:
(15) |
(16) |
(17) |
Substituting (15)-(17) into (13), the EMF under the voltage sag can be expressed as:
(18) |
where is the slip frequency, i.e., ; and s is the slip, i.e., . When an asymmetrical fault occurs in the AC utility grid, without a protection device, the DC load voltage vL will contain a residual DC component VL1 and a second-order oscillation with the amplitude of VL2, and the stator voltage will experience a voltage unbalance and can be transferred to:
(19) |
Under the AC-side asymmetrical fault, the dynamic response of the stator flux will additionally contain a negative component that can be expressed as:
(20) |
Correspondingly, the EMF under AC-side asymmetrical voltage sag will mainly contain an additional component :
(21) |
Combining (18) and (21), under the normal operation, there is only in the induced EMF. The amplitude of the is relative to the slip s. In practical, the synchronous speed is always designed according to the rated wind speed so that the slip can be limit within ±0.3, and the maximum slip power is only 30% of the rated power [
Based on the wind power fluctuations and transient dynamics of DC-DFIG analyzed in Section III-A and III-B, the critical issues of the DC-DFIG that urgently need to be addressed can be summarized as: ① an ESD is required to enable the output power of DC-DFIG controllable during wind speed variation; and ② a voltage maintenance method is demanded for FRT improvement of DC-DFIG under voltage sag/swell and voltage oscillation. In this section, the proposed SMES-CSDC applied in DC-DFIG is introduced from configuration, circuit modeling, control strategy, and voltage and current stress.
The structure of the proposed SMES-CSDC is shown in

Fig. 3 Structure of proposed SMES-CSDC.

Fig. 4 Operating statuses of SMES-CSDC. (a) Status 1. (b) Status 2. (c) Status 3. (d) Status 4.
Several factors are assumed to simplify the processing of the theoretical analysis as follows.
1) Assumption 1: the DC load is resistive-type, and the current flows from the DC source to the DC load.
2) Assumption 2: the two capacitors have the same capacity: .
3) Assumption 3: the whole circuit is operating under steady state.
4) Assumption 4: under steady state, the SMES current can be approximately regarded as a constant ISC.
There are four statuses depending on the on-off states of S1-S4 and Q1-Q4: ① status 1: , ; ② status 2: , ; ③ status 3: , ; and ④ status 4: , .
Taking status 1 as the analyzed object, the equation group can be established as:
(22) |
where is the leakage resistance of SMES; , and , are the currents and voltages of capacitors C1 and C2, respectively; and and are the output currents of converters 1 and 2, respectively. According to the circuit principle shown in
(23) |
The characteristic equation of the homogeneous
(24) |
The characteristic roots are:
(25) |
Since the criterion , the transient dynamics of the status 1 are over-damped. The force-free response of the current can be then expressed as:
(26) |
where is the homogeneous solution part of . The integration constants A1 and A2 depend on the initial conditions of status 1. According to (25), . From the above-defined assumption 4, the initial SMES current is . and can be then derived as:
(27) |
where represents the initial current at the beginning of status 1. The response of under status 1, which is denoted as , can be then re-written as:
(28) |
As shown in
Status 3 has a similar circuit operation with status 1. The value of under status 3, i.e., , can be calculated as:
(29) |
Note that the direction of the is opposite to that of the SMES current .
Under statuses 2 and 4, (22) can be renewed as:
(30) |
Equations (
(31) |
(32) |
The characteristic roots are then transferred as:
(33) |
Due to the superconductivity, the RSC is extremely small, and the criterion . The transient dynamics of the statuses 2 and 4 are under-damped. The force-free response can be then re-written as:
(34) |
(35) |
The coefficients A1 and A2 can be solved from the following equation groups based on the characteristics of inductance current.
(36) |
(37) |
Under statuses 2 and 4, the solutions of A1 and A2 are respectively expressed as:
(38) |
(39) |
According to (34), (38), and (39), the monotonicity of under statuses 2 and 4 is challenging to determine, mainly depending on the difference between vc1 and . When the output sides of converters 1 and 2 have the same voltage level, and are almost equal, and the SMES current barely charges or discharges under statuses 2 and 4.
The control system of the SMES-CSDC is shown in

Fig. 5 Control system of SMES-CSDC.
(40) |
(41) |
(42) |
(43) |

Fig. 6 Voltage and current waveforms of each crucial parameter.
where TSW is the switching period, and the directions of the above-mentioned signals are in accordance with the labels in
The voltage waveform of vSC is shown in
(44) |
According to the principle of the current source converter, it is apparent that the values of the duty cycles D1 and D2 are in connection with the relationship among the output current of converter 1 ig, input current of converter 2 iL, and SMES current ISC. The duty cycles D1 and D2 can be expressed as:
(45) |
According to (45), in load protection scenario, the current directions of ig and iL are positive with the marks in
A scaled-down experiment platform of SMES-CSDC is established to verify the working principle and the function feasibility. The experimental prototype and schematical circuit diagram are shown in

Fig. 7 Equivalent circuit of experiment and platform. (a) Equivalent circuit of experiment. (b) Experimental platform.

Fig. 8 Test results of SMES-CSDC. (a) Voltage and current stresses. (b) Voltage sag. (c) Voltage swell. (d) Second-order voltage oscillation. (e) Load current increment. (f) Load current reduction.
Under normal operation, the values of vc1 and vc2 are equal to the DC grid and DC load voltages, respectively. The DC grid voltage is slightly higher than the DC load voltage, as the SMES requires an excitation from the DC grid to generate a high magnetic field for energy storage [
As illustrated above, all the critical waveforms shown in
The responses of vg, vL, ig, iL, and ISC under DC voltage sag and swell conditions are shown in
It is noteworthy that there are two spikes of the DC grid current ig at the fault occurrence and clearance. It is caused by the charging and discharging of capacitors. With the comparison between ig and iL, the SMES-CSDC can efficiently isolate the influence of the fault current spikes on the DC load.
As reported in the literature, the AC voltage imbalance will cause the second-order voltage ripple in the DC power system [
An experiment of load current variation is carried out to verify the current control of converter 1, and the results are shown in
Conclusively, the above experimental results confirm the consistency of the theory and prove that the proposed SMES-CSDC can comprehensively protect the DC load from the perspectives of voltage maintenance, oscillation isolation, and the current and power management.
In Section V, the voltage protection as well as the current and power management capabilities of the SMES-CSDC have been proven via a scaled-down experiment. To further verify the superiorities of the proposed device in the application of DC power systems, a DC-DFIG is established in simulation via MATLAB/Simulink to observe the protection performance of the SMES-CSDC. The scheme and the control strategy of the SMES-CSDC integrated DC-DFIG is shown in

Fig. 9 Scheme and control strategy of SMES-CSDC integrated DC-DFIG.
Under the random wind speed shown in
(46) |

Fig. 10 Effect of SMES-CSDC in wind power smoothing. (a) Wind speed. (b) Output power of DC-DFIG and DC grid. (c) SMES current.
where Tfilter is the filter time constant. By this means, the required energy storage capacity can be significantly reduced. As seen from
To comprehensively investigate the performance of SMES-CSDC in FRT capability enhancement of DC-DFIG, three kinds of DC voltage disturbances are set in the simulation, including DC voltage sag, voltage swell, and second-order voltage oscillation. The DC voltage sag and swell are produced by an 80% depth and a 50% height of the AC symmetrical fault, whereas the DC second-order voltage oscillation is caused by the AC-side voltage unbalance fault (80% depth of the single-phase-to-ground fault). The configurations of these three faults are in accordance with the grid code of U.S. PREPA [

Fig. 11 Responses of of critical parameters for DC-DFIG without any protection. (a) Under DC voltage sag. (b) Under DC voltage swell. (c) Under DC voltage oscillation sag.
1) There are two huge spikes in the EM torque and the rotor current at the fault occurrence and clearance, as analyzed in Section III. The peak values of these critical parameters are all beyond the maximum allowable values (2.0 p.u.). The rotor speed begins to fluctuate, and there is a risk of instability of the wind turbine.
2) According to the DC fault characteristic, the DC-side fault current will be rapidly changed with a considerable amplitude. As can be observed from
3) There are vast pulsations of DC output current and DC-DFIG rotor current under DC voltage oscillations. Such tremendous pulsations will lead to severe unbalance problems in EM torque, stator, and rotor, shredding the gearbox and causing acute heating problems in the wind turbine.

Fig. 12 Responses of critical parameters for DC-DFIG with SMES-CSDC. (a) Under DC voltage sag. (b) Under DC voltage swell. (c) Under DC voltage oscillation sag.
To interface multiple DC-DFIGs into the DC main grid, two conceptual schemes are designed for further studying in future work.
1) Single SMES-CSDC scheme: multiple DC-DFIGs share with a common SMES-CSDC. The conceptual design of this configuration is shown in

Fig. 13 Conceptual design of multiple DC-DFIGs connected into main grid for scheme 1.
2) Multiple SMES-CSDC scheme: each DC-DFIG is equipped with individual SMES-CSDC. The conceptual design of this configuration is shown in

Fig. 14 Conceptual design of multiple DC-DFIGs connected into main grid for scheme 2.
By this means, the DC-DFIG can be directly connected to the medium-voltage DC (MVDC) grid without using additional DC transformer. To maintain a relatively-constant SMES stored current for energy/power management, the power relationship between the two terminals of the CSDC should satisfy:
(47) |
To use this scheme, it should be noted that the converters of the SMES-CSDC may require modification, as the IGBT may not afford the high voltage requirement. Input-series output-parallel (ISOP) topology [
This paper depicts the power fluctuations and the transient dynamics of the emerged DC-DFIG under wind speed variations and DC voltage quality disturbances. Regarding these two urgently-addressed issues, an SMES-embedded CSDC is proposed for power management and voltage maintenance of sensitive DC renewable sources in DC power systems.
A scaled-down experiment is carried out to comprehensively validate the feasibility of the proposed SMES-CSDC. A MW-level DC-DFIG with the integration of SMES-CSDC is also established in simulation to verify the effectiveness and advantages of the SMES-CSDC for application in DC power systems. The characteristics of the SMES-CSDC are summarized as follows.
1) Serial-embedded ESD structure. Different from conventional applications of SMES which requires a multi-stage structure to interface the DC bus, the proposed device embeds the SMES in series in the DC link of the two converters. This embedded design avoids using additional converter to access the ESD.
2) Unified management of voltage and current. Regarding the design in 1), the proposed SMES-CSDC provides a combined function of maintaining the DC load voltage and regulating the grid-side current and power simultaneously.
3) Ripple elimination. It is noteworthy that with an SMES-CSDC as a buffer, the second-order harmonic influences can be well-suppressed without additional complex control strategies like PI-R controller.
Appendix
Parameter | Symbol | Value |
---|---|---|
SMES inductance | LSC | 10.1 mH |
Critical current of SMES | ISCmax | 120 A |
Capacitor | C1, C2 | 3 mF |
DC source | 300 V/40 A | |
Rated load voltage | VL | 36 V |
Rated load current | IL | 12 A |
Metal-oxide-semi conductor field-effect transistor (MOSFET) |
IPT007N06N, 60 V/300 A |
Parameter | Symbol | Value |
---|---|---|
Rated power | PL | 1 MW |
Rated DC voltage | VL | 3 kV |
Rated stator frequency | fs | 60 Hz |
Rated stator voltage | Vs | 2 kV |
Mutual inductance | Lm | 2.9 p.u. |
Stator resistance and inductance | Rs, Ls | 0.007 p.u., 3.071 p.u. |
Rotor resistance and inductance | Rr, Lr | 0.005 p.u., 3.056 p.u. |
Pair of poles | Np | 2 |
Turn ratio | 0.4 |
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