Abstract
Considering the majority of electrical equipment utilized in society is driven by DC, integrating a DC system can significantly enhance the efficiency and reliability of power systems by implementing the integration of diverse loads, renewable energy sources (RESs), and energy storage systems (ESSs). In this paper, the integration of multiple DC zero-carbon buildings (DC-ZCBs) is proposed to achieve the unbalanced voltage suppression of the bipolar DC microgrid (DCMG). The photovoltaic (PV) technology, loads, and DC electric springs (DC-ESs) are adopted as a unified entity to achieve the zero-carbon emission of the building. Firstly, a new configuration of PV and DC-ESs is introduced. The energy management of PV, ESS, and load are fully considered in this new configuration, which can reduce the capacity of the ESS. Subsequently, a distributed cooperative control strategy for DC-ESs based on the modulus voltage is presented, which is implemented with integration of the new configuration into the bipolar DCMG. The proposed approach addresses the issues of unbalanced voltage to improve the operating efficiency and power quality of the bipolar DCMG. The simulation is conducted in MATLAB/Simulink platform to confirm the effectiveness of the proposed approach.
CURRENTLY, AC microgrid (ACMG) dominates the market for power distribution and transmission [
Most of the bipolar DCMGs are low-carbon systems consisting of loads, RESs, and energy storage systems (ESSs). The DC building can function as load or contribute to voltage regulation in the bipolar DCMG when combined with ESSs [
1) Providing more voltage levels with fewer buses, minimizing power conversion, and boosting overall efficiency [
2) Enhancing the utilization of DC-ZCBs in bipolar DCMG with integration of RESs, ZCBs, and electric vehicle charging facilities [
3) Enhancing stability with a three-wire structure ensures that if one of the DC buses fails, the remaining buses will continue to operate normally [
Although the bipolar DCMG with the integration of DC-ZCBs has advantages, the issue of the unbalanced voltage must be addressed [
According to the existing studies, achieving the optimization of the bipolar DCMG voltage primarily involves utilizing flexible electronic equipment or a new control topology.
One approach to addressing the issue of unbalanced voltage is to utilize flexible electronic equipment. Reference [
Another approach to address the issue of unbalanced voltage involves adopting a new control topology. Novel power sharing strategies and voltage regulation approaches are proposed in [
In bipolar DCMGs with the integration of ZCBs including PV, the increasing PV penetration makes it challenging to accommodate its generation. Moreover, the stochastic and fluctuating nature of PV poses higher challenges to the unbalanced voltage suppression in bipolar DCMGs. This paper addresses the impact of high PV penetration in the DCMG with the integration of PV and DC-ES. Additionally, a modulus voltage consensus control approach is proposed to precisely suppress the unbalance voltage while simplifying the complexity of the unbalanced voltage control system. A comparison with [
1) The integration of PV and DC-ES reduces the volume and weight of the ESS in DC-ES. This integration mitigates the randomness and volatility of PV, enhancing the renewable energy absorption capability of the DC-ZCB.
2) The modular transformation is introduced, which decouples bipolar DCMGs interconnected through the neutral line resistance. This simplifies control objectives and reduces the control complexity to facilitate coordinated control among multiple devices.
3) A distributed cooperative control strategy is proposed for PV-DC-ES in bipolar DCMGs for unbalanced voltage suppression, which not only enhances the electric power quality of bipolar DCMGs but also reduces system losses.
The rest of this paper is organized as follows. Section II presents the analysis of DC-ES in bilopar DCMG with integration of DC-ZCBs. Section III details the distributed cooperative control strategy. Section IV investigates the consistency in control performance and small-signal stability analysis. Section V presents the simulation results. Finally, Section VI gives the conclusion of this paper.
DC-ES can be widely distributed at any node of the DCMG. When there are non-critical loads (NCLs) with a broad voltage range, a smart load may be created by connecting DC-ES in series or parallel to ensure the voltage stability of critical loads (CLs). Depending on the installation position of the NCL, DC-ES may be classified into series DC-ES and parallel DC-ES. The basic structures of different types of DC-ES are shown in

Fig. 1 Basic structure of different types of DC-ES. (a) Series DC-ES. (b) Parallel DC-ES.
The structure of bipolar DCMG with the integration of DC-ZCBs is shown in

Fig. 2 Structure of bipolar DCMG with integration of DC-ZCBs.
The composition of power supply and load in bipolar DCMG with the integration of DC-ZCBs is shown in

Fig. 3 Composition of power supply and load in bipolar DCMG with integration of DC-ZCBs.
To fully exploit the demand-side response capability of NCLs, both CLs and NCLs in DC-ZCB can be reconfigured. At the same time, the installation position of PV can be reconfigured. Reference [

Fig. 4 Structure of DC-ZCBs and PV-DC-ES. (a) Structure of DC-ZCBs with power supply and load. (b) Structure of PV-DC-ES in bipolar DCMG with integration of DC-ZCBs.
DC-ZCB with the integration of PV-DC-ES in a bipolar DCMG shows a significant promise in reducing the capacity and volume requirements of the ESS. This is attributed to the fact that the output power of the DC-ES is no longer solely dependent on the ESS. Future studies on DC-ZCB with the integration of PV-DC-ES can explore several key aspects. Firstly, the integration represents a key step towards sustainable and efficient energy solutions [
In this paper, the PV-DC-ES is implemented as the fundamental unit to analyze the coordinated control performance under bus voltage disturbances. Subsequently, a distributed cooperative control strategy based on modulus voltage for PV-DC-ES unit is presented.

Fig. 5 Structure of PV-DC-ES in bipolar DCMG with integration of DC-ZCBs.

Fig. 6 Structure of two-node equivalent circuit of bipolar DCMG with integration of DC-ZCBs and DC-ES.
According to Thevenin’s theorem and the equivalent model in
(1) |
The expression of line currents can be obtained by solving (1).
(2) |
The positive and negative DC-ESs interact during current distribution, hindering independent control and complicating controller design. In [
(3) |
where X is the voltage or current in the power system; is the transformation matrix; the subscripts “0” and “1” represent the common-mode component and differential-mode component, respectively; and subscripts “p” and “n” represent the positive pole and the negative pole in the power system, respectively.
In (3), the pole voltages of node 1 and node 2 can be transformed into common-mode components V01 and V02, respectively. The calculation formulas are given as:
(4) |
where and are the differential-mode components of V01 and V02, respectively.
Substituting (4) into (2) yields:
(5) |
According to (5), the line currents are correlated with the voltage difference between two nodes and the difference in common-mode voltage. When , the line current meets the requirements:
(6) |
According to (4) and (6), when , Ip is only determined by the positive output voltage and is independent of the negative output voltage. In also comes to the same conclusion. In addition, the neutral current is 0, which can minimize the line loss of the bipolar DCMG.

Fig. 7 Changes of line currents under different Vsp1. (a) V. (b) V and V.
Parameter | Value |
---|---|
Vsn1 | 400 V |
Rp1 | 10 Ω |
Rn1 | 20 Ω |
RL | 0.1 Ω |
Rp2 | 20 Ω |
Rn2 | 20 Ω |
When the proposed strategy is adopted to guarantee that the common-mode voltages of two nodes are the same, the voltage deviation can be reduced, and the voltage drop is offset on the neutral line. The related parameters are provided below to examine the impact of the changing Vsp1 on unbalanced voltage coefficient and voltage deviation in
(7) |
where vp and vn are the positive voltage and negative voltage, respectively.
It is crucial to note that an excessively high unbalanced voltage coefficient can lead to the increase of power losses in the system and, in severe cases, impact the normal operation of the load. As there are currently no standardized quality criteria for DC power systems, we have adopted the unbalanced voltage coefficient from AC power systems as an indicator. In accordance with ANSI C84 standards, restricting the unbalanced voltage coefficient within 3% ensures the steady-state condition of the power system [

Fig. 8 Changes of neutral line current and unbalanced voltage coefficient under different Vsp1. (a) V. (b) V and V.

Fig. 9 Changes of line currents under different . (a) V. (b) V and V.
The proposed strategy in this paper can be explained and analyzed from two perspectives: multi-device (i.e., PV-DC-ES) coordination control and modular decoupling of the DCMG. This paper employs distributed cooperative control strategy involving common-mode and differential-mode operations within a control loop decoupled by modulus, simplifying control objectives and reducing control complexity to facilitate coordinated control among multiple devices. The proposed strategy based on modulus voltage consensus control to coordinate the DC-ESs in each node of the bipolar DCMG for unbalanced voltage suppression while simultaneously ensuring voltage consistency of all nodes.
The investigation in Section II indicates that the characteristic of voltage droop in the bipolar DCMG with the integration of ZCBs can be represented as a droop surface that is dependent on both polar and neutral currents. To incorporate this characteristic into the control system of the bipolar DCMG, traditional voltage control is designed based on (1) and (2), as shown in

Fig. 10 Combination of traditional voltage control and modulus voltage control.
The consensus algorithm is adopted to develop a distributed control system for common-mode and differential-mode voltages depending on the modulus voltage control. The fundamental concept in the control system is to use the consensus algorithm to ensure that the average values are constant by collecting the modulus voltages of each node as state variables.
The bipolar DCMG with the integration of DC-ZCBs contains multiple parallel DC/DC converters with CLs. The hypothetical properties in the control system are given as follows.
1) The DC/DC converter can be regarded as an optimum controllable voltage source. The response speed of the Buck converter can be rapid enough to ignore its dynamic characteristics.
2) Since the output regulation controller of the load converter is sufficiently responsive, all loads connected to the converter can be considered as CL.
3) In the bipolar DCMG with the integration of DC-ZCBs, the inductance of the lines is negligible.
A distributed cooperative control strategy based on modulus voltage is proposed, and the stability precautions are performed to eliminate CL instability, in order to produce a balanced shunt and good load voltage regulation.
Since damping has an outstanding ability to alleviate the oscillation, virtual resistance is implemented to enhance the stability and the transient function of the system. The proposed strategy of the bipolar DCMG with the integration of DC-ZCBs is illustrated in
(8) |

Fig. 11 Diagram of distributed cooperative control strategy.
where and are the common-mode and differential-mode correction currents at node i, respectively; and are the common-mode and differential-mode correction voltages at node i, respectively; and is the virtual resistance at node i.
Then, the correction currents are given as:
(9) |
where is the current sharing proportional coefficient at node j; is the positive gain coefficient; and is the communication weight between nodes i and j, respectively.
When communication occurs between nodes i and j, ; if no communication exists between nodes i and j, 0.
(10) |
where ; ; and L is the Laplace matrix of communication structure.
The voltage regulation is provided to derive the load correction voltage as:
(11) |
where b2 is the additional gain factor. To increase the reliability and reduce the communication cost, two or three DGs are involved to regulate the voltage.
According to (8), (10), and (11), the common-mode and differential-mode components of the bus voltage are presented as:
(12) |
where ; ; ; and is a column vector and each element is equal to 1. In the steady state, (12) can be expressed as:
(13) |
where is an N-dimensional zero matrix.
According to the above analysis, the voltage and current meet:
(14) |
The fact that not all DGs are required to participate in voltage recovery is evident from (14), which indicates that the communication cost can be reduced by using a number of nearby DGs to collect the load voltage.
The convergence of the DC bus average voltage and unbalanced voltage coefficient is demonstrated by using the Laplace transform and frequency domain analysis. The positive pole is studied first in the bipolar DCMG with the integration of DC-ZCBs, and the analysis procedure for the negative pole is the same. According to the analysis of the bipolar average unbalanced voltage in [
(15) |
where and are the Laplace transforms of and , respectively.
The initial condition is satisfied with .
(16) |
whereE is the identity matrix.
According to the characteristics of L, when L is balanced, Vap will converge to a value, i.e., the true average voltage .
(17) |
where ; and Q is the mean matrix and all the elements are 1/N. The steady-state value of vector vap is denoted as vamp. The mean of each element of vector vmp is represented by :
(18) |
Based on the analysis of the control approach presented in [
(19) |
where and are the Laplace transforms of and , respectively, , and .
When DCMG is balanced, vun will converge to the value .
(20) |
where ;and is the Laplace transforms of , .
Consensus analysis is applied to examine the steady-state operation point in the bipolar DCMG while taking into account the consensus algorithm. According to the proposed strategy, the positive correction voltage in [
(21) |
where is the reference value of positive bus voltage; and and are the transfer function matrices for DC bus average voltage controller and unbalanced controller, respectively.
(22) |
Considering the system voltage droop control at the same time, the positive reference voltage for voltage droop control of the bipolar DCMG meets:
(23) |
where Rdp=diag{} is the droop gain matrix; Iloadp is Laplace transform of positive load current iloadp, .
The steady-state characteristics of positive average voltage is obtained in (24), with the derivation process detailed in Supplementary Material A.
(24) |
Similarly, the steady-state characteristics of negative voltage can be obtained as:
(25) |
It is proven by the derivation that the average node voltages and tend to be converged and remain uniform under the steady state in bipolar DCMG. Specifically, and will be stabilized at the positive and negative rated reference voltages and , respectively. The correctness of the proposed strategy is thus confirmed.
To investigate the small-signal stability in bipolar DCMGs, this paper establishes a small-signal model and analyzes the impact of the system stability under the proposed strategy through Nyquist analysis. The derivation process of the output characteristics and the transfer function from the control to the output of DC/DC converters is provided in Supplementary Material A.
The structure diagram of the primary control can be obtained, as shown in
(26) |

Fig. 12 Block diagram of control system including proposed strategy. (a) Primary control approach (positive pole). (b) With integration of secondary control approach.
where G0 and G1 are the common-mode and differential-mode transfer functions of the primary control, respectively. Combining and simplifying (S11), (S12) in Supplementary Material A, and (26) with (9)-(11), the block diagram of the bipolar DCMG with secondary control is obtained, as shown in
Due to the modulus voltage consensus control, the control systems of the DC/DC converters interconnected through the communication system are mutually coupled. This paper verifies the stability of the proposed strategy for a bipolar DCMG with three converters connected to each other through a communication system. The three nodes are indexed by x, y, and z.
From
To study the influence of the modulus voltage consensus control coefficients aij on the stability of bipolar DCMG, the values of aij are set to be the same, and Nyquist curves for various interaction terms are plotted under different , as shown in

Fig. 13 Nyquist curves under different aij. (a) Cx,x. (b) Cx,y.
The following analysis focuses on the control-to-output analysis of the bipolar DCMG considering the modeling of converters, primary control, and secondary control. Based on
(27) |
It can be observed from (27) that nodes y and z generate interaction terms for node x. To verify the impact of control parameters on stability, the effect of voltage recovery control is examined. Different coefficients b of the voltage recovery control are set, and Nyquist curves for the control-to-output of the nodes are shown in

Fig. 14 Nyquist curves under different b. (a) . (b) .
A topology of the bipolar DCMG with the integration of DC-ZCBs is designed by using MATLAB/Simulink to verify the efficacy of the proposed strategy, as depicted in

Fig. 15 Topology of bipolar DCMG with integration of DC-ZCBs.
Parameters | Value | Parameters | Value |
---|---|---|---|
Vref | 400 V | RL | 0.1 Ω |
RNCL | 20 Ω | rd | 0.05 Ω |
kp | 0.1 | ki | 0.01 |
aij | 10 | b | 0.5 |
Cf | 200 μF | Lf | 50 mH |

Fig. 16 Simulation results obtained from traditional voltage droop control. (a) vp. (b) vn. (c) ɛu. (d) Im.
In

Fig. 17 Comparison of simulation results between traditional voltage droop control and proposed strategy. (a) vp. (b) vn. (c) vav1. (d) vav0.
In [

Fig. 18 Comparative results between consensus-based distributed control in [
In

Fig. 19 Unbalanced voltage coefficient under conditions a and b.
In a bipolar DCMG with the integration of DC-ZCBs, the magnitude of the neutral current Im has an impact on the losses of the bipolar DCMG. When the output voltages of the DGs in the bipolar DCMG with the integration of DC-ZCBs are equalized, Im will be further reduced. The comparison of neutral line current when load changes under conditions a and b are shown in

Fig. 20 Comparison of neutral line current when load changes under conditions a and b.
In this part, a comparison is made with the adaptive droop control of unbalanced voltage based on fuzzy control proposed in [

Fig. 21 Comparison of results between adaptive droop control approach and proposed strategy.
In Sections V-A and V-B, the proposed strategy is shown to be superior to both positive and negative voltage control approaches as well as other advanced voltage control approaches. This subsection focuses on investigating its effectiveness under load variations on the bipolar DCMG with integration of DC-ZCBs. At 3 s, a 10 resistance is added at the positive terminal at node 4.

Fig. 22 Effect of load variation under proposed strategy. (a) . (b) . (c) . (d) . (e) . (f) .
Based on the proposed strategy,

Fig. 23 Effect of load variation on of bipolar DCMG with integration of DC-ZCBs under proposed strategy.
The values of Im for the bipolar DCMG with integration of DC-ZCBs are presented in

Fig. 24 Effect of load variation on neutral line current of bipolar DCMG with integration of DC-ZCBs under proposed strategy.
With the acceleration of energy transition, ZCBs and localized bipolar DCMGs develop rapidly. However, this growth introduces challenges to unbalanced voltage suppression caused by high penetration of RESs. Considering this scenario, this paper proposes a distributed cooperative control strategy for DC-ESs based on the modulus voltage in bipolar DCMGs with the integration of ZCBs. The topological structure of the PV-DC-ES is introduced, which improves the absorption capacity of renewable energy and reduces the capacity and volume of the ESS of DC-ES. A mathematical equivalent model for a bipolar DCMGs incorporating PV-DC-ES is established. The coupling characteristics and influencing factors within the bipolar DCMGs system are discussed. Based on this, the proposed strategy of PV-DC-ES effectively decouples the control system of the bipolar DCMG, simplify the control architecture and efficiently suppress unbalanced voltage. Through a comparative analysis with a state-of-art control approaches, the results of this paper demonstrate that the proposed strategy significantly suppresses unbalanced voltage of the system. Furthermore, unbalanced current and power losses are also significantly reduced.
References
R. Wang, W. Feng, H. Xue et al., “Simulation and power quality analysis of a loose-coupled bipolar DC microgrid in an office building,” Applied Energy, vol. 303, p. 117606, Dec. 2021. [Baidu Scholar]
R. Brown, V. Vossos, J. Kloss et al. (2017, May). Review of DC power distribution in buildings: a technology and market assessment. [Online]. Available: https://eta.lbl.gov/publications?author=Vagelis%20Vos sos [Baidu Scholar]
H. J. Byun, J. M. Park, B. J. Kim et al., “Small signal modeling of interleaved voltage balancer with coupled-inductor,” in Proceedings of 2020 IEEE Electric Power and Energy Conference, Edmonton, Canada, Nov. 2020, pp. 1-6. [Baidu Scholar]
J. Yang, X. Jin, X. Wu et al., “Decentralised control method for DC microgrids with improved current sharing accuracy,” IET Generation, Transmission & Distribution, vol. 11, no. 3, pp. 696-706, Feb. 2017. [Baidu Scholar]
X. Li, L. Guo, S. Zhang et al., “Observer-based DC voltage droop and current feed-forward control of a DC microgrid,” IEEE Transactions on Smart Grid, vol. 9, no. 5, pp. 5207-5216, Sept. 2018. [Baidu Scholar]
R. K. Chauhan, K. Chauhan, B. R. Subrahmanyam et al., “Distributed and centralized autonomous DC microgrid for residential buildings: a case study,” Journal of Building Engineering, vol. 27, p. 100978, Jan. 2020. [Baidu Scholar]
D. L. Gerber, O. A. Ghatpande, M. Nazir et al., “Energy and power quality measurement for electrical distribution in AC and DC microgrid buildings,” Applied Energy, vol. 308, p. 118308, Feb. 2022. [Baidu Scholar]
R. Galvin, “Net-zero-energy buildings or zero-carbon energy systems? How best to decarbonize Germany’s thermally inefficient 1950s-1970s-era apartments,” Journal of Building Engineering, vol. 54, p. 104671, Aug. 2022. [Baidu Scholar]
X. Li, K. L. Wong, T. C. Y. Lau et al., “An ultra-efficient and low-cost solid-state circuit breaker for LVDC microgrid applications,” in Proceedings of 2021 IEEE Fourth International Conference on DC Microgrids, Arlington, USA, Jul. 2021, pp. 1-6. [Baidu Scholar]
M. Xu, K. Ma, B. Liu et al., “Modeling and correlation of two thermal paths in frequency-domain thermal impedance model of power module,” IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 9, no. 4, pp. 3971-3981, Aug. 2021. [Baidu Scholar]
J. Ma, M. Zhu, Q. Li et al., “From ‘voltage balancer’ to ‘interlinking converter’ – a shift of operation concept for distributed bipolar DC system,” in Proceedings of 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, Oct. 2017, pp. 1166-1171. [Baidu Scholar]
S. Rivera, B. Wu, S. Kouro et al., “Electric vehicle charging station using a neutral point clamped converter with bipolar DC bus,” IEEE Transactions on Industrial Electronics, vol. 62, no. 4, pp. 1999-2009, Apr. 2015. [Baidu Scholar]
Y. Gu, W. Li, and X. He, “Analysis and control of bipolar LVDC grid with DC symmetrical component method,” IEEE Transactions on Power Systems, vol. 31, no. 1, pp. 685-694, Jan. 2016. [Baidu Scholar]
S. Cui, J. H. Lee, J. Hu et al., “A modular multilevel converter with a zigzag transformer for bipolar MVDC distribution systems,” IEEE Transactions on Power Electronics, vol. 34, no. 2, pp. 1038-1043, Feb. 2019. [Baidu Scholar]
Z. Zhang, D. Shi, C. Jin et al., “Droop control of a bipolar dc microgrid for load sharing and voltage balancing,” in Proceedings of 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, Kaohsiung, China, Jun. 2017, pp. 795-799. [Baidu Scholar]
X. Yang, Y. Xue, B. Chen et al., “An enhanced reverse blocking MMC with DC fault handling capability for HVDC applications,” Electric Power Systems Research, vol. 163, pp. 706-714, Oct. 2018. [Baidu Scholar]
S. Kim, H. Cha, and H. G. Kim, “High-efficiency voltage balancer having DC-DC converter function for EV charging station,” IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 9, no. 1, pp. 812-821, Feb. 2021. [Baidu Scholar]
T. H. Jung, G. H. Gwon, C. H. Kim et al., “Voltage regulation method for voltage drop compensation and unbalance reduction in bipolar low-voltage DC distribution system,” IEEE Transactions on Power Delivery, vol. 33, no. 1, pp. 141-149, Feb. 2018. [Baidu Scholar]
S. D. Tavakoli, M. Mahdavyfakhr, M. Hamzeh et al., “A unified control strategy for power sharing and voltage balancing in bipolar DC microgrids,” Sustainable Energy, Grids and Networks, vol. 11, pp. 58-68, Sept. 2017. [Baidu Scholar]
G. H. Gwon, C. H. Kim, Y. S. Oh et al., “Mitigation of voltage unbalance by using static load transfer switch in bipolar low voltage DC distribution system,” International Journal of Electrical Power and Energy Systems, vol. 90, pp. 158-167, Sept. 2017. [Baidu Scholar]
Z. Li, S. Hoshina, N. Satake et al., “DC/DC converter development for battery energy storage supporting railway DC feeder system,” in Proceedings of 2015 9th International Conference on Power Electronics and ECCE Asia, Seoul, South Korea, Jun. 2015, pp. 1655-1660. [Baidu Scholar]
C. Guo, Y. Wang, and J. Liao, “Coordinated control of voltage balancers for the regulation of unbalanced voltage in a multi-node bipolar DC distribution network,” Electronics, vol. 11, no. 1, p. 166, Jan. 2022. [Baidu Scholar]
J. Liao, N. Zhou, Y. Huang et al., “Decoupling control for DC electric spring-based unbalanced voltage suppression in a bipolar DC distribution system,” IEEE Transactions on Industrial Electronics, vol. 68, no. 4, pp. 3239-3250, Apr. 2021. [Baidu Scholar]
C. Guo, J. Liao, and Y. Zhang, “Adaptive droop control of unbalanced voltage in the multi-node bipolar DC microgrid based on fuzzy control,” International Journal of Electrical Power & Energy Systems, vol. 142, p. 108300, Nov. 2022. [Baidu Scholar]
S. Augustine, M. K. Mishra, and N. Lakshminarasamma, “Adaptive droop control strategy for load sharing and circulating current minimization in low-voltage standalone DC microgrid,” IEEE Transactions on Sustainable Energy, vol. 6, no. 1, pp. 132-141, Jan. 2015. [Baidu Scholar]
H. Kakigano, Y. Miura, and T. Ise, “Distribution voltage control for DC microgrids using fuzzy control and gain-scheduling technique,” IEEE Transactions on Power Electronics, vol. 28, no. 5, pp. 2246-2258, May 2013. [Baidu Scholar]
W. Hatahet, M. I. Marei, and M. Mokhtar, “Adaptive controllers for grid-connected DC microgrids,” International Journal of Electrical Power & Energy Systems, vol. 130, p. 106917, Sept. 2021. [Baidu Scholar]
M. Mokhtar, M. I. Marei, and A. A. El-Sattar, “Improved current sharing techniques for DC microgrids,” Electric Power Components and Systems, vol. 46, no. 7, pp. 757-767, Apr. 2018. [Baidu Scholar]
S. Umayal, P. Selvakumar, and V. Ramkumar, “Multiple input Fuzzy controlled DC-DC Converter for harvesting renewable energy,” in Proceedings of 2021 7th International Conference on Electrical Energy Systems, Chennai, India, Feb. 2021, pp. 329-333. [Baidu Scholar]
J. Liao, N. Zhou, and Q. Wang, “DC grid protection method based on phase planes of single-end common-and differential-mode components,” IEEE Transactions on Power Delivery, vol. 36, no. 1, pp. 299-310, Feb. 2021. [Baidu Scholar]
J. Liao, C. Guo, N. Zhou et al., “Enhanced voltage control of bipolar DC distribution system based on modulus decomposition,” IEEE Journal of Emerging and Selected Topics in Industrial Electronics, vol. 3, no. 4, pp. 1137-1148, Oct. 2022. [Baidu Scholar]
X. Chen, M. Shi, J. Zhou et al., “Consensus-based distributed control for photovoltaic-battery units in a DC microgrid,” IEEE Transactions on Industrial Electronics, vol. 66, no. 10, pp. 7778-7787, Oct. 2019. [Baidu Scholar]
A. Hosseinipour and H. Hojabri, “Small-signal stability analysis and active damping control of DC microgrids integrated with distributed electric springs,” IEEE Transactions on Smart Grid, vol. 11, no. 5, pp. 3737-3747, Sept. 2020. [Baidu Scholar]
Q. Wang, D. Zha, M. Cheng et al., “Energy management system for DC electric spring with parallel topology,” IEEE Transactions on Industry Applications, vol. 56, no. 5, pp. 5385-5395, Sep. 2020. [Baidu Scholar]
M. H. Wang, S. C. Tan, C. K. Lee et al., “A configuration of storage system for DC microgrids,” IEEE Transactions on Power Electronics, vol. 33, no. 5, pp. 3722-3733, May 2018. [Baidu Scholar]
H. Abdeltawab and Y. A. R. I. Mohamed, “Energy storage planning for profitability maximization by power trading and ancillary services participation,” IEEE Systems Journal, vol. 16, no. 2, pp. 1909-1920, Jun. 2022. [Baidu Scholar]
Q. Wang, S. Li, H. Ding et al., “Planning of DC electric spring with particle swarm optimization and elitist non-dominated sorting genetic algorithm,” CSEE Journal of Power and Energy Systems, vol. 10, no. 2, pp. 574-583, Mar. 2024. [Baidu Scholar]
D. Moeini and A. Chandra, “Coordinated energy-sharing Scheme for DC Electric Spring and Hybrid Battery Energy Storage Source in Modern DC Microgrids,” in Proceedings of 2022 IEEE Electrical Power and Energy Conference, Victoria, Canada, Dec. 2022, pp. 302-306. [Baidu Scholar]
C. Guo, Y. Wang, J. Liao et al., “Coordinated control of distributed renewable energy in bipolar DC microgrid based on modulus transformation,” Energy Reports, vol. 9, pp. 1807-1817, Dec. 2023. [Baidu Scholar]
M. Yang, R. Zhang, N. Zhou et al., “Unbalanced voltage control of bipolar DC microgrid based on distributed cooperative control,” in Proceedings of 2020 15th IEEE Conference on Industrial Electronics and Applications, Kristiansand, Norway, Nov. 2020, pp. 339-344. [Baidu Scholar]