1.国网上海市电力公司,上海 200031
2.上海电力大学,上海 200090
柳劲松(1971—),男,博士,教授级高级工程师,研究方向为配微协同控制、分布式储能技术,E-mail:evdataanalysis@163.com。
收稿:2026-02-06,
修回:2026-03-25,
网络首发:2026-07-28,
纸质出版:2026-07-28
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柳劲松, 张凌宵, 柴炜, 等. 计及SoC均衡的分布式储能反馈线性化并网控制方法[J]. 储能科学与技术, 2026, 15(7): 2828-2846.
LIU Jingsong, ZHANG Lingxiao, CHAI Wei, et al. Feedback linearization control method of distributed energy storage grid-connected system considering SoC balance[J]. Energy Storage Science and Technology, 2026, 15(7): 2828-2846.
柳劲松, 张凌宵, 柴炜, 等. 计及SoC均衡的分布式储能反馈线性化并网控制方法[J]. 储能科学与技术, 2026, 15(7): 2828-2846. DOI: 10.19799/j.cnki.2095-4239.2026.0141.
LIU Jingsong, ZHANG Lingxiao, CHAI Wei, et al. Feedback linearization control method of distributed energy storage grid-connected system considering SoC balance[J]. Energy Storage Science and Technology, 2026, 15(7): 2828-2846. DOI: 10.19799/j.cnki.2095-4239.2026.0141.
分布式储能因可有效抑制风光出力波动、提升可再生能源消纳率而在直流配网中得到广泛应用,但通常采用基于一致性的PI控制方法,稳定域较窄,当直流配网发生大幅不确定性扰动或通信链路中断故障,系统易失稳。为解决这一问题,本研究采用了分层控制方法。上层针对分布式储能强耦合、非线性特性,建立储能并网变换器李导数仿射模型,重构状态变量与控制变量映射关系,实现系统完全解耦变换;构建全局能量函数,通过对分布式储能动态能量主动整形,实现系统精确线性化变换,设计形式简单的反馈线性化控制律,可使各状态变量沿能量函数梯度方向快速收敛至期望工作点,确保系统全局渐近稳定。下层设计基于动态事件触发的储能荷电状态(state of charge,SoC)均衡控制方法,根据相邻节点储能SoC误差,自适应调节反馈线性化控制律增益,提升并网电压和电流期望轨迹跟踪快速性,降低一致性控制通信频次。基于dSPACE的实验结果表明:直流配网发生光伏与负载功率突变、参数摄动、时变通信时延和通信链路中断故障时,本研究所提方法能够实现分布式储能稳定协同控制、功率精确分配与SoC动态均衡。
Distributed energy storage systems are widely employed in DC distribution networks because of their effectiveness in suppressing fluctuating renewable energy outputs and enhancing the overall rate of energy utilization. However
the traditional consensus-based PI control method has a narrow stability region; thus
the system is prone to instability under large
uncertain disturbances and during interruptions to communication links. To address this issue
a hierarchical control approach is used herein. At the second level
considering the strongly coupled and nonlinear characteristics of grid-connected converters for distributed energy storage
an affine model in the Lie derivative form is established. The mapping relationship between the state variables and control variables is reconstructed and complete decoupling transformation is achieved. By constructing a global energy function
the dynamic energy associated with distributed energy storage can be actively shaped. Exact linearization transformation is realized. A simple feedback linearization control law is sufficient for ensuring that all state variables rapidly converge toward the desired operating point along the gradient of the energy function. Global asymptotic stability is guaranteed. At the primary level
a method of balancing SoC control with a dynamic event-triggering mechanism is designed. The gain of the feedback linearization control law is adaptively adjusted based on neighboring SoC errors. The tracking speed of the grid-connected voltage and desired current trajectories increases
whereas the communication frequency in consensus-based control decreases. The experimental results obtained with dSPACE demonstrate that under test scenarios involving photovoltaic power fluctuations
load-step changes
parameter perturbations
time-varying communication delays
and communication-link interruption faults
the proposed method achieves stable cooperative control of distributed energy storage
accurate power allocation
and a dynamic SoC balance.
周郑. 智能电网中用电信息实时监测与分布式储能系统的协同控制[J]. 储能科学与技术, 2025, 14(9): 3619-3621.
ZHOU Z. Real time monitoring of electricity consumption information and collaborative control of distributed energy storage systems in smart grids[J]. Energy Storage Science and Technology, 2025, 14(9): 3619-3621.
赵冬梅, 徐辰宇, 陶然, 等. 多元分布式储能在新型电力系统配电侧的灵活调控研究综述[J]. 中国电机工程学报, 2023, 43(5): 1776-1798.
ZHAO D M, XU C Y, TAO R, et al. Review on flexible regulation of multiple distributed energy storage in distribution side of new power system[J]. Proceedings of the CSEE, 2023, 43(5): 1776-1798.
丁同朝. 储能系统在大规模数据中心能源管理中的应用与网络安全[J]. 储能科学与技术, 2025, 14(9): 3444-3446.
DING T C. Application and network security of energy storage systems in energy management of large scale data centers[J]. Energy Storage Science and Technology, 2025, 14(9): 3444-3446.
高嘉伟, 罗颖冰, 孔赖强, 等. 含状态耦合约束的分布式船舶储能系统两层能量管理方法[J]. 中国电机工程学报, 2025, 45(7): 2500-2513. DOI: 10.13334/j.0258-8013.pcsee.232209.
GAO J W, LUO Y B, KONG L Q, et al. A two-layer energy management method for distributed ship energy storage system with state coupling constraints[J]. Proceedings of the CSEE, 2025, 45(7): 2500-2513. DOI: 10.13334/j.0258-8013.pcsee. 232209.
ZHANG Y S, SHOTORBANI A M, WANG L W, et al. Distributed secondary control of a microgrid with a generalized PI finite-time controller[J]. IEEE Open Access Journal of Power and Energy, 2021, 8: 57-67. DOI: 10.1109/OAJPE.2021.3056507.
欧阳斌, 马瑞, 朱文广, 等. 计及碳减排分摊的配电网分布式储能集群配置方法[J]. 中国电机工程学报, 2024, 44(22): 8897-8907. DOI: 10.13334/j.0258-8013.pcsee.231179.
OUYANG B, MA R, ZHU W G, et al. Distributed energy storage cluster configuration method of distribution network considering carbon emission reduction allocation[J]. Proceedings of the CSEE, 2024, 44(22): 8897-8907. DOI: 10.13334/j.0258-8013.pcsee.231179.
SADABADI M S, MIJATOVIC N, DRAGIČEVIĆ T. A robust cooperative distributed secondary control strategy for DC microgrids with fewer communication requirements[J]. IEEE Transactions on Power Electronics, 2023, 38(1): 271-282. DOI: 10.1109/TPEL.2022.3202655.
薛花, 胡英俊, 董丙伟, 等. 基于分层控制的光-储-燃直流供电系统能量管理方法[J]. 电力系统自动化, 2018, 42(21): 53-62.
XUE H, HU Y J, DONG B W, et al. Hierarchical control based energy management method for photovoltaic-energy storage-fuel cell DC generation system[J]. Automation of Electric Power Systems, 2018, 42(21): 53-62.
SONG G Y, LIU X H, WEI Z B, et al. Event-triggered adaptive tracking control of hybrid energy storage systems with multiple disturbances[J]. IEEE Transactions on Transportation Electrification, 2025, 11(4): 10618-10632. DOI: 10.1109/TTE.2025.3559968.
SADIQ M, HAYAT R, ZEB K, et al. Robust feedback linearization based disturbance observer control of quadrotor UAV[J]. IEEE Access, 2024, 12: 17966-17981. DOI: 10.1109/ACCESS.2024. 3360333.
GUAN Y J, MENG L X, LI C D, et al. A dynamic consensus algorithm to adjust virtual impedance loops for discharge rate balancing of AC microgrid energy storage units[J]. IEEE Transactions on Smart Grid, 2018, 9(5): 4847-4860. DOI: 10. 1109/TSG.2017.2672882.
HUANG Z L, LI Y, KE M J, et al. Distributed secondary control with an event-triggered consensus-based observer for energy storage systems in islanded DC microgrids[J]. IEEE Transactions on Sustainable Energy, 2024, 15(2): 1167-1179. DOI: 10.1109/TSTE.2023.3329950.
WAN Y, WEN G H, YU X H, et al. Distributed event-triggered learning-based control for battery energy storage systems under persistent false data injection attacks[J]. IEEE Transactions on Smart Grid, 2024, 15(5): 4986-4997. DOI: 10.1109/TSG.2024. 3370912.
曾国辉, 朱相臣, 曾志伟, 等. 具有公共低压直流母线电压支撑功能的储能单元SOC自动均衡控制策略[J]. 中国电机工程学报, 2022, 42(19): 7160-7169.
ZENG G H, ZHU X C, ZENG Z W, et al. Energy storage unit state-of-charge automatic equalization control strategy with common LVDC bus voltage support function[J]. Proceedings of the CSEE, 2022, 42(19): 7160-7169.
LIU H, ZHANG Y M, SU J S, et al. Distributed optimal control of energy storages in DC microgrids for operation loss minimization with communication delays[J]. IEEE Transactions on Smart Grid, 2024, 15(6): 5284-5297. DOI: 10.1109/TSG.2024.3408881.
LI B Q, WEN S P, YAN Z, et al. A survey on the control Lyapunov function and control barrier function for nonlinear-affine control systems[J]. IEEE/CAA Journal of Automatica Sinica, 2023, 10(3): 584-602. DOI: 10.1109/JAS.2023.123075.
薛花, 任春雷, 张晓雯, 等. 基于一致性理论的直流微电网多电力弹簧分布式电压平稳控制方法[J]. 中国电机工程学报, 2021, 41(21): 7285-7303.
XUE H, REN C L, ZHANG X W, et al. Distributed consensus-based voltage regulation control of multiple DC electric springs in DC microgrid[J]. Proceedings of the CSEE, 2021, 41(21): 7285-7303.
袁小明, 周蓉. 电力电子化并网设备激励下网络不对称故障分析的时变幅频对称分量法[J]. 中国电机工程学报, 2022, 42(16): 5811-5822. DOI: 10.13334/j.0258-8013.pcsee.211261.
YUAN X M, ZHOU R. Method of time-varying amplitude/frequency symmetrical components for network asymmetrical fault analysis excited by power electronic devices[J]. Proceedings of the CSEE, 2022, 42(16): 5811-5822. DOI: 10.13334/j.0258-8013.pcsee.211261.
ERROUISSI R, SHAREEF H, VISWAMBHARAN A, et al. Disturbance-observer-based feedback linearization control for stabilization and accurate voltage tracking of a DC-DC boost converter[J]. IEEE Transactions on Industry Applications, 2022, 58(5): 6687-6700. DOI: 10.1109/TIA.2022.3183040.
TIAN Y J, WANG X C, YUE Z S. Energy-based full-state feedback linear control for modular multilevel converters with improved damping and reduced model order[J]. IEEE Transactions on Industrial Electronics, 2026, 73(1): 826-837. DOI: 10.1109/TIE.2025.3600547.
ZUO S, DAVOUDI A, SONG Y D, et al. Distributed finite-time voltage and frequency restoration in islanded AC microgrids[J]. IEEE Transactions on Industrial Electronics, 2016, 63(10): 5988-5997. DOI: 10.1109/TIE.2016.2577542.
LU J H, LIU X J, HOU X C, et al. A distributed control strategy for state-of-charge balance of energy storage without continuous communication in AC microgrids[J]. IEEE Transactions on Sustainable Energy, 2023, 14(1): 206-216. DOI: 10.1109/TSTE.2022.3206327.
ZENG Y J, ZHANG Q J, LIU Y C, et al. Fixed-time secondary controller for rapid state-of-charge balancing and flexible bus voltage regulation in DC microgrids[J]. IEEE Transactions on Power Systems, 2024, 39(3): 5393-5407. DOI: 10.1109/TPWRS.2023.3323986.
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