Abstract
Conventional offshore wind farm (OWF) integration systems typically employ AC cables to gather power to a modular multilevel converter (MMC) platform, subsequently delivering it to onshore grids through high-voltage direct current (HVDC) transmission. However, scaling up the capacity of OWFs introduces significant challenges due to the high costs associated with AC collection cables and offshore MMC platforms. This paper proposes a diode rectifier (DR)-MMC hub based hybrid AC/DC collection and HVDC transmission system for large-scale offshore wind farms. The wind farms in proximity to the offshore converter platform utilize AC collection, while distant wind farms connect to the platform using DC collection. The combined AC/DC power is then transmitted to the offshore DR-MMC hub platform. The topology and operation principle of the DR-MMC hub as well as the integration system are presented. Based on the operational characteristics, the capacity design method for DR-MMC hub is proposed. And the control and startup strategies of the integration system are designed. Furthermore, an economic comparison with the conventional MMC-HVDC based offshore wind power integration system is conducted. Finally, the technical feasibility of the proposed integration scheme is verified through PSCAD/EMTDC simulation with the integration scale of 2 GW.
ACCORDING to the Global Wind Energy Council, over 380 GW offshore wind power is expected to be installed worldwide in the next decade [
To reduce the cost of the integration system, one approach is to optimize the investments of the offshore step-up transformer platform. Borwin5-6 and Dolwin5 projects adopt 66 kV AC collection, which connects offshore AC wind farms directly to offshore converter platforms via 66 kV submarine cables, avoiding the construction of the offshore step-up transformer platform. The other approach is to reduce the cost of the offshore converter platform. Compared with modular multilevel converter (MMC), the diode rectifier (DR) converter offers lower investment cost with smaller size [
As the scale of OWFs increases, the length of AC collection networks increases, resulting in a significant increase in costs and transmission losses [
In order to overcome the above problem, this paper proposes a DR-MMC hub based hybrid AC/DC collection and HVDC transmission system for large-scale OWFs. The OWFs in proximity to the offshore hub platform are integrated by adopting AC collection cables, while the remaining remote OWFs are integrated with DC collection cables. To optimize the cost of the offshore converter platform, the DR is introduced to form a DR-MMC based multiport hub for power transmission. The main contributions of this paper are outlined as follows.
1) A DR-MMC hub based hybrid AC/DC collection and HVDC transmission system is proposed for large-scale offshore wind power integration. Compared with existing offshore wind power integration schemes, this integration scheme has lower investment costs and operation losses.
2) For the proposed integration scheme, a parameter optimization design method for the DR-MMC hub is proposed. The system parameters can be designed based on this method to minimize the operation loss.
3) A dual grid-forming control strategy is proposed for the offshore MMC station. Different from the conventional AC grid-forming control, the dual grid-forming control can provide stable integration voltage for both AC and DC wind farms simultaneously.
4) A startup strategy is proposed for the integration system, which overcomes the issue of the difficulty in black-start due to the unidirectional conductivity of DR.
The remainder of this paper is organized as follows. The topology and operation principle of the DR-MMC hub based hybrid AC/DC collection and HVDC transmission system are introduced in Section II. Then, the control design for the proposed DR-MMC hub based hybrid AC/DC collection and HVDC transmission system is presented in Section III. In Section IV, the parameter design of the integration system is carried out. And the economic evaluation is also elaborated. A startup strategy of the integration system is introduced in Section V. The simulation validation is provided in Section VI. Finally, conclusions are drawn in Section VII.
II. Topology and Operation Principle of DR-MMC Hub Based Hybrid AC/DC Collection and HVDC Transmission System

Fig. 1 Topology diagram of proposed hybrid AC/DC collection and HVDC system for large-scale offshore wind power integration.
The key component facilitating AC/DC power conversion is the proposed DR-MMC hub, outlined with the red dashed box in
In the DR-MMC hub, the circuit structure and parameters of DR1 and DR2 are the same. They both employ a 12-pulse rectifier circuit structure and are equipped with double-tuned AC filters to suppress the 1
Furthermore, in order to achieve the black start of the integration system from onshore power grids, the onshore hybrid MMC station adopts the structure consisting of full-bridge sub-modules (FBSMs) and half-bridge sub-modules (HBSMs). The specific startup strategy of the integration system will be discussed later.
The AC side voltages of MMC1 and two DRs are represented as and , respectively. Correspondingly, the DC side voltages of MMC1 and two DRs are represented as VMMC and VDR, respectively. The DC voltage of the HVDC submarine cable is denoted as Vdc1, while the voltage of the DC collection network is denoted as Vdc2. As shown in
(1) |
(2) |
where VPCC is the voltage at the point of common coupling (PCC) of the AC collection network; and kMMC and kDR are the voltage ratios of the high-voltage side windings to the low-voltage side windings of the interfacing transformers of MMC1 and two DRs, respectively.
Denote the transmitted power of the AC wind farms as and the power of the DC wind farms as . Assuming that the voltage drops of the DC collection network and HVDC submarine cable are negligible, it follows that VMMC equals Vdc2. Taking the power flow direction shown in
(3) |
where Pwf is the total power of the AC and DC wind farms; Idc1 is the current of the HVDC submarine cable; Idc2 is the current of the DC collection network; and IMMC is the DC side current of MMC1.
In order to analyze the operation principle of the proposed DR-MMC hub, the DC voltage ratio n and the active power ratio are defined as:
(4) |
(5) |
Based on (1)-(5), the active power of MMC1, DR1, and DR2 are calculated as:
(6) |
(7) |
where PMMC and PDR are the active power of MMC1 and two DRs, respectively.
It can be observed from (6) and (7) that the transmitted power from the AC and DC wind farms counteracts at MMC1. When n equals , PMMC is equal to 0. While the transmitted power from the AC and DC wind farms is superposed at DR. Denote the operation power of the DR-MMC hub as Phub, which can be calculated based on (6) and (7) as:
(8) |
Given that , it can be observed from (8) that Phub is always less than when PMMC is positive. When PMMC is negative, Phub will be lower than if is less than 1. Consequently, when and n are within an appropriate range, Phub will be less than the total transmitted power of wind farms, which contributes to a reduction in the operation loss of the integration system.

Fig. 2 Topology and control strategy of AC and DC WTs. (a) AC WT. (b) DC WT.
In contrast to the AC WT, the DC WT utilizes a DC/DC converter to generate DC power, which is illustrated in the red dashed box in
Both the AC and DC WTs adopt the conventional grid-following control, indicating that the offshore MMC1 must be capable of forming AC and DC network voltages to facilitate the integration of corresponding wind farms.
Considering that the onshore hybrid MMC station regulates Vdc1 as a constant value by DC voltage control, the DC side voltages of MMC1 and two DRs are coupled with each other according to (2). For DR, the voltages on its AC and DC sides satisfy:
(9) |
where Xr is the leakage reactance of the interfacing transformers of two DRs.
It can be observed from (9) that VDR is determined by Vr and Idc1.

Fig. 3 Variation of VMMC and VDR when wind farm power fluctuates.
Based on the analysis conducted above, MMC1 needs to respond quickly to maintain the stability of its DC side voltage VMMC during wind farm power fluctuations. Based on (2), (3), and (9), VMMC can be calculated as:
(10) |
Based on the above analysis, a dual grid-forming control with AC and DC grid-forming capability is designed for offshore MMC1, as depicted in

Fig. 4 Dual grid-forming control of offshore MMC1.
As depicted in
(11) |
In summary, the proposed dual grid-forming control has the capability to slightly adjust VPCC when wind farm power fluctuates, thereby maintaining VMMC at a stable value. Consequently, MMC1 can effectively maintain stable AC and DC voltages for AC and DC wind farm integration through the dual grid-forming control.
When the values of and n are appropriate, the operation power of the hub can be reduced to less than the total wind farm power. The decrease of operation power will lead to lower power loss. To determine the values of and n, according to (6) and (8), the relationship between Phub and Pwf can be further expressed as:
(12) |
The power ratio between Phub and Pwf in different operation scenarios is plotted on the orange-red gradient surface of
(13) |

Fig. 5 Power ratio between Phub and Pwf versus different power ratio α and DC voltage ratio n.
Based on (13), the values of and n can be determined to minimize the operation loss of DR-MMC hub. Besides, it is necessary to further optimize the values of and n with the purpose of reducing the operation loss of MMC1 and DR. Equations (
Based on the above analysis, the DC voltage ratio n and the active power ratio should be designed as follows:
(14) |
Taking the integration of 2 GW offshore wind power as an example, the rated voltage of HVDC submarine cable is kV. Considering the constraints of (13) and (14) as well as the typical voltage levels of MVDC systems [
Finally, it is necessary to determine the maximum operation power of MMC1 and DR based on the determined and n. The rated capacity of MMC1 and DR can be determined based on their maximum operation power. Therefore, substituting into (6) and (7) yields:
(15) |
(16) |
It can be observed from (15) that offshore MMC1 reaches the maximum operation power of 320 MW when only a single type of OWF is integrated. According to (16), DR reaches the maximum operation power of 800 MW when both the offshore AC and DC wind farms transmit their rated power. Consequently, the rated capacity of offshore MMC1 and DR can be designed as 320 MW and 800 MW, respectively.
In order to evaluate the economy of the proposed integration system in the scenario of 2000 MW offshore wind power integration, this subsection compares the cost of the existing AC collection and MMC-HVDC transmission integration system (Scheme I, as shown in

Fig. 6 Topology of AC collection and MMC-HVDC transmission integration system.
As shown in
The cost of the offshore converter station can be calculated by:
(17) |
where is the total cost of the offshore converter station; and are the per-megawatt costs of the offshore MMC and DR stations, respectively; and and are the total capacities of MMC and DR stations, respectively.
The cost of the offshore MMC station is about CNY/MW [
From
(18) |
(19) |
where is the total cost of the onshore converter station; and are the per-megawatt cost and total capacity of the onshore MMC station in Scheme I, respectively; and C and are the per-megawatt cost and total capacity of the onshore hybrid MMC station in Scheme II, respectively.
Considering different construction difficulties, the cost of onshore MMC station is lower than that of offshore MMC station. According to [
Assuming that the AC WTs in the two schemes are the same, the cost of the offshore WTs can be calculated as:
(20) |
where COWF is the total cost of the offshore WTs; and are the per-megawatt cost and the total capacity of the offshore AC WTs, respectively; and Kdcwf and Sdcwf are the per-megawatt cost and the total capacity of the offshore DC WTs, respectively.
According to [
The cost of the collection cables can be calculated as:
(21) |
where Ccab is the total cost of collection cables; is the per-kilometer cost of AC collection cables; is the per-kilometer cost of DC collection cables; n1 and n2 are the circuit numbers of AC collection cables and DC collection cables, respectively; and l1 and l2 are the average lengths of AC collection cables and DC collection cables, respectively.
Given that a 66 kV AC collection cable allows up to 50 MW power transmission, in Scheme I, and . While in Scheme II, and . km in Scheme I, while km and km in Scheme II. The cost of the 66 kV AC collection cable is about CNY/km, and the cost of DC collection cable is about CNY/km [
Based on (17)-(21) and the given parameters in the two schemes, the result of the economic comparison between the two schemes is shown in
Scheme | Comparison object | Cost (1 |
---|---|---|
Scheme I | Offshore converter station | 2.400 |
Onshore converter station | 1.900 | |
WTs | 7.900 | |
Collection cables | 2.240 | |
Total | 14.440 | |
Scheme II | Offshore converter station | 1.056 |
Onshore converter station | 2.060 | |
WTs | 8.000 | |
Collection cables | 1.296 | |
Total | 12.412 |
Two conclusions can be drawn from
1) Compared with Scheme I, Scheme II can significantly save CNY for the offshore converter station, attributable to the low cost of DR. While a saving of 1 CNY in the cost of collection cables can be achieved due to the large transmission capacity of DC collection cables.
2) Although the cost of the onshore converter station and WTs in Scheme II slightly increases compared with that in Scheme I, the substantial reduction in the cost of offshore converter station and collection cables leads to a total cost reduction of CNY in Scheme II. It can be observed that Scheme II has significant economic advantages over Scheme I.
Due to the unidirectional conductivity of DR, it cannot be directly started from onshore power grids. Therefore, at the initial stage of the startup procedure, DR1 and DR2 need to be bypassed, and the integration system operates as MMC-HVDC at this time. The onshore hybrid MMC needs to reduce its DC voltage to the rated DC voltage of MMC1 ( kV) and charge MMC1. For this reason, the ratio of the FBSMs and HBSMs of the onshore hybrid MMC needs to be 4:6 [
After MMC1 is started, DR1 and DR2 can be put into operation at AC and DC sides. Then, MMC1 controls the voltage of PCC VPCC from 0 to 1.0 p.u. through AC voltage control. As VPCC rises, the DC voltage of two DRs VDR will also increase. Meanwhile, the onshore hybrid MMC also needs to raise its DC voltage Vdc1 synchronously to the rated value. The voltage rising process needs to be synchronized to avoid overcurrent. At this moment, the voltage of each port of the hub reaches the rated value. The offshore AC and DC wind farms can be separately connected to the hub for power transmission.
From the above, the startup process of the integration system can be divided into three stages, as shown in

Fig. 7 Startup process of integration system. (a) Stage 1. (b) Stage 2. (c) Stage 3. (d) Startup process of DC WT.
1) Stage 1: charge MMC1. As shown in
2) Stage 2: put DR into operation. As shown in
3) Stage 3: integrate OWFs. As shown in
Before the AC and DC wind farms begin to transmit power, the AC and DC WTs need to absorb power from the hub for startup. Taking the DC WTs as an example, VSC2 first deblocks and raises the internal AC voltage VT of the DC/DC converter to its rated value.
At this time, since VSC1 is still in the blocked state, the capacitor of the DC WT can only be charged through the uncontrolled DR rectification bridge in VSC1.
After the uncontrolled charging process of the capacitor is completed, VSC1 is enabled and controls the capacitor voltage VC to rise to the rated value. Finally, the MSC and PMSG can be enabled, and the DC power is transmitted to the hub.
In summary, the startup process of the DC WT can be divided into three steps, as shown in
Step 1: VSC2 is deblocked, and the capacitor is charged uncontrollably.
Step 2: VSC1 is deblocked, and the capacitor voltage rises to the rated value.
Step 3: enable MSC and PMSG, and the power starts to be transmitted to the hub.
It is worth noting that DR necessitates absorbing a specific amount of reactive power during its operation. Consequently, the reactive power capacity of the AC filter should be designed based on the operational needs of two DRs in the hub. Once the wind farms start transmitting power, the AC filter needs to be put into operation. Furthermore, to prevent instantaneous overcurrent during startup, current limiting resistors are installed at MMC1, offshore AC wind farms, and offshore DC wind farms.
To test the technical feasibility of the proposed integration scheme, a simulation model of the hybrid AC/DC collection and HVDC transmission system illustrated in
Component | Parameter | Value |
---|---|---|
AC wind farms | Power rating | 1600 MW |
Rated AC voltage | 66 kV | |
Frequency | 50 Hz | |
Total length of AC collection cable | 320 km | |
DC wind farms | Power rating | 400 MW |
Rated DC voltage | ±100 kV | |
Total length of DC collection cable | 80 km | |
HVDC transmission | Power rating | 2000 MW |
Rated DC voltage | ±500 kV | |
HVDC transmission cable length | 120 km | |
MMC1 | Rated capacity | 320 MW |
Rated DC voltage | ±100 kV | |
Number of sub-module (SM) per arm | 100 | |
Rated SM capacitor voltage | 2 kV | |
SM capacitance | 3.6 mF | |
Arm inductance | 4.3 mH | |
Interfacing transformer voltage ratio | 66 kV/105 kV | |
DR1 and DR2 | Rated capacity | 800 MW |
Rated DC voltage | 400 kV | |
Interfacing transformer voltage ratio | 66 kV/150 kV/150 kV | |
Capacity of AC filter | 72 Mvar |
Note that the AC collection submarine cables are modeled using a -equivalent circuit. The DC collection submarine cables are equated by the coaxial cable model. The SM capacitor overvoltage protection threshold and the arm overcurrent protection threshold are set to be 1.5 p.u. and 2 p.u. [
To simplify the startup process, it is assumed that the onshore hybrid MMC has been started at the beginning of the simulation and the onshore hybrid MMC has already lowered its DC voltage Vdc1 to the rated DC voltage of MMC1. In accordance with the startup strategy outlined in Section V, the startup timing sequence of the simulation model is presented in
Time (s) | Event |
---|---|
0 | Onshore hybrid MMC reduces DC voltage |
0.05 | Offshore MMC1 is deblocked and the PCC voltage is controlled at 0 |
1 | DR1 and DR2 are connected at AC and DC sides |
1-2 |
Offshore MMC1 controls PCC voltage to the rated value. DR1 and DR2 are conducted, while the DC voltages of two DRs and onshore hybrid MMC increase synchronously |
3-4 | AC WTs are deblocked and started. The power of AC wind farms rises to the rated value at 4 s |
5-8 | DC WTs are deblocked and started. The power of DC wind farms rises to the rated value at 8 s |

Fig. 8 Simulation results of proposed integration scheme during startup process. (a) Average SM capacitor voltage of MMC1. (b) DC voltage of MMC1. (c) dq-axis components of PCC voltage. (d) DC voltage of onshore hybrid MMC and DRs. (e) Power of AC wind farms. (f) dq-axis components of VT. (g) Capacitor voltage in DC WTs. (h) Power of DC wind farms.
In conclusion, the simulation results in

Fig. 9 Simulation results of proposed integration scheme under normal operation. (a) OWF power. (b) Active power of MMC1 and two DRs. (c) dq-axis components of PCC voltage. (d) DC voltage. (e) Average SM capacitor voltage of phase A of MMC1. (f) Upper arm current of phase A of MMC1.
As shown in
Meanwhile, the DC voltages Vdc1 and Vdc2 are maintained at their rated values of 1000 kV and 200 kV, respectively. It can be concluded that under normal operation, MMC1 can respectively provide stable AC and DC voltages for the integration of wind farms through the proposed dual grid-forming control.
Therefore, the simulation results in
The dual grid-forming control should effectively maintain the AC and DC voltages (VPCC and Vdc2) for the integration of OWFs even when the wind power fluctuates. The simulation results of the proposed integration scheme under wind power fluctuations are shown in

Fig. 10 Simulation results of proposed integration scheme under wind power fluctuations. (a) OWF power. (b) dq-axis components of PCC voltage. (c) DC voltage. (d) Average SM capacitor voltage of phase A of MMC1. (e) Upper arm current of phase A of MMC1.
The simulation results depicted in
A DR-MMC hub based hybrid AC/DC collection and HVDC transmission system for large-scale wind power integration is proposed in this paper.
A parameter design method of the integration system is proposed with the objective of reducing power loss. Taking the 2 GW offshore wind power integration as an example, the hub requires only 1600 MW operation power when the DC voltage ratio n equals the power ratio . Moreover, the economic evaluation demonstrates the proposed integration scheme can reduce the total cost by CNY compared with the existing AC collection and MMC-HVDC transmission scheme.
A dual grid-forming control for the hub is proposed. The simulation results demonstrate that the integration system with this control strategy is capable of maintaining stable operation in both normal and power fluctuation scenarios. Moreover, a startup strategy of the integration system is proposed, which ensures a smooth and steady startup from onshore power grids.
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