DISTRIBUTED MODEL FREE VOLTAGE CONTROL FOR DISTRIBUTION NETWORKS WITH HIGH PERCENTAGE OF DISTRIBUTED PV SYSTEMS

Zhang Yongjie, Lin Lingxue, You Zuowei, Liang Xinyi

Acta Energiae Solaris Sinica ›› 2025, Vol. 46 ›› Issue (10) : 209-219.

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Acta Energiae Solaris Sinica ›› 2025, Vol. 46 ›› Issue (10) : 209-219. DOI: 10.19912/j.0254-0096.tynxb.2024-0935

DISTRIBUTED MODEL FREE VOLTAGE CONTROL FOR DISTRIBUTION NETWORKS WITH HIGH PERCENTAGE OF DISTRIBUTED PV SYSTEMS

  • Zhang Yongjie, Lin Lingxue, You Zuowei, Liang Xinyi
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Abstract

This paper proposes a distributed voltage control algorithm for distribution networks based on an improved model-free adaptive control method. The proposed algorithm leverages real-time sampling data from distributed PV units and estimates the dynamic linearization parameters that characterize the voltage control characteristics of the distribution network online through adjacent communication between the PV units. This data-driven, iterative approach achieves coordinated reactive power-voltage control without relying on a detailed network model. The stability of the algorithm is proven mathematically. Finally, a multi-scenario simulation is conducted using the modified IEEE 33-bus distribution system to demonstrate the effectiveness and advantages of the proposed control algorithm.

Key words

voltage control / power distribution networks / photovoltaics / model-free adaptive control / distributed algorithms

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Zhang Yongjie, Lin Lingxue, You Zuowei, Liang Xinyi. DISTRIBUTED MODEL FREE VOLTAGE CONTROL FOR DISTRIBUTION NETWORKS WITH HIGH PERCENTAGE OF DISTRIBUTED PV SYSTEMS[J]. Acta Energiae Solaris Sinica. 2025, 46(10): 209-219 https://doi.org/10.19912/j.0254-0096.tynxb.2024-0935

References

[1] 王蒙, 张文朝, 汪莹, 等. 高比例光伏接入的电力系统暂态过电压控制策略[J]. 太阳能学报, 2023, 44(10): 148-155.
WANG M, ZHANG W C, WANG Y, et al.Transient overvoltage control strategy of power system considering high proportion photovoltaic access[J]. Acta energiae solaris sinica, 2023, 44(10): 148-155.
[2] 邵晨旭, 汤奕. 计及电压越限风险的含分布式光伏配电网三相载荷不平衡多目标优化方法[J]. 太阳能学报, 2023, 44(12): 53-64.
SHAO C X, TANG Y.Imbalance multi-objective optimization method of three-phase load for distributed photovoltaic power distribution net work considering risk of voltage overrun[J]. Acta energiae solaris sinica, 2023, 44(12): 53-64.
[3] ALBOAOUH K, MOHAGHEGHI S.Voltage, var and watt optimization for a distribution system with high PV penetration: a probabilistic study[J]. Electric power systems research, 2020, 180: 106159.
[4] ARMENDARIZ M, BABAZADEH D, BRODÉN D, et al. Strategies to improve the voltage quality in active low-voltage distribution networks using DSO’s assets[J]. IET generation, transmission & distribution, 2017, 11(1): 73-81.
[5] 陈波, 熊华强, 舒展, 等. 含同步调相机的直流换流站稳态无功协调控制策略[J]. 电力自动化设备, 2020, 40(11): 156-164.
CHEN B, XIONG H Q, SHU Z, et al.Steady-state reactive power coordinated control strategy for DC converter station with synchronous condenser[J]. Electric power automation equipment, 2020, 40(11): 156-164.
[6] YAN R F, MARAIS B, SAHA T K.Impacts of residential photovoltaic power fluctuation on on-load tap changer operation and a solution using DSTATCOM[J]. Electric power systems research, 2014, 111: 185-193.
[7] HOSSAIN M I, YAN R F, SAHA T K.Investigation of the interaction between step voltage regulators and large-scale photovoltaic systems regarding voltage regulation and unbalance[J]. IET renewable power generation, 2016, 10(3): 299-309.
[8] WATSON J D, WATSON N R, SANTOS-MARTIN D, et al.Impact of solar photovoltaics on the low-voltage distribution network in New Zealand[J]. IET generation, transmission & distribution, 2016, 10(1): 1-9.
[9] 马宁, 徐永海, 何志轩. 基于逆变器自适应功率控制的光伏并网点治理策略[J]. 电力系统及其自动化学报, 2022, 34(2): 100-107.
MA N, XU Y H, HE Z X.Mitigation strategy at photovoltaic grid-connected point based on adaptive power control of inverter[J]. Proceedings of the CSU-EPSA, 2022, 34(2): 100-107.
[10] LI P, JI J, JI H R, et al.MPC-based local voltage control strategy of DGs in active distribution networks[J]. IEEE transactions on sustainable energy, 2020, 11(4): 2911-2921.
[11] AHMADI H, MARTÍ J R, DOMMEL H W.A framework for volt-VAR optimization in distribution systems[J]. IEEE transactions on smart grid, 2015, 6(3): 1473-1483.
[12] JHA R R, DUBEY A, LIU C C, et al.Bi-level volt-VAR optimization to coordinate smart inverters with voltage control devices[J]. IEEE transactions on power systems, 2019, 34(3): 1801-1813.
[13] DARATHA N, DAS B, SHARMA J.Robust voltage regulation in unbalanced radial distribution system under uncertainty of distributed generation and loads[J]. International journal of electrical power & energy systems, 2015, 73: 516-527.
[14] NAZIR F U, PAL B C, JABR R A.A two-stage chance constrained volt/var control scheme for active distribution networks with nodal power uncertainties[J]. IEEE transactions on power systems, 2019, 34(1): 314-325.
[15] FARAG H E Z, EL-SAADANY E F. A novel cooperative protocol for distributed voltage control in active distribution systems[J]. IEEE transactions on power systems, 2013, 28(2): 1645-1656.
[16] TANG Z Y, HILL D J, LIU T.Distributed coordinated reactive power control for voltage regulation in distribution networks[J]. IEEE transactions on smart grid, 2021, 12(1): 312-323.
[17] 杨浩, 苏文栋, 谷毅, 等. 面向耦合系统的交替方向滚动时域电压分层协同优化控制[J]. 电工技术学报, 2023, 38(21): 5846-5861.
YANG H, SU W D, GU Y, et al.Voltage hierarchical cooperative control of coupled system using model predictive control and alternating direction method of multipliers[J]. Transactions of China Electrotechnical Society, 2023, 38(21): 5846-5861.
[18] 葛津铭, 刘英儒, 庞丹, 等. 含高渗透率光伏配电网的集群划分电压控制策略[J]. 高电压技术, 2024, 50(1): 74-82.
GE J M, LIU Y R, PANG D, et al.Cluster division voltage control strategy of photovoltaic distribution network with high permeability[J]. High voltage engineering, 2024, 50(1): 74-82.
[19] 李圣清, 刘博文, 李焕平, 等. 基于一致性算法光伏逆变器和储能分组协调电压控制策略[J].太阳能学报, 2024, 45(9): 345-352.
LI S Q, LIU B W, LI H P, et al.Coordinated voltage control strategy of photovoltaic inverter and energy storage group based on consensus algorithm[J]. Acta energiae solaris sinica, 2024, 45(9): 345-352.
[20] 王守相, 程耀祥, 赵倩宇, 等. 考虑光储协调的配电网多阶段就地-分布式电压控制策略[J]. 电力自动化设备, 2024, 44(1): 1-9.
WANG S X, CHENG Y X, ZHAO Q Y, et al.Multi-stage local-distributed voltage control strategy of distribution network considering photovoltaic-energy storage coordination[J]. Electric power automation equipment, 2024, 44(1): 1-9.
[21] 刘硕, 郭创新, 冯斌, 等. 基于价值分解深度强化学习的分布式光伏主动电压控制方法[J]. 电力自动化设备, 2023, 43(10): 152-159.
LIU S, GUO C X, FENG B, et al.Active voltage control method of distributed photovoltaic based on value decomposition deep reinforcement learning[J]. Electric power automation equipment, 2023, 43(10): 152-159.
[22] HOU Z S, JIN S T.Data-driven model-free adaptive control for a class of MIMO nonlinear discrete-time systems[J]. IEEE transactions on neural networks, 2011, 22(12): 2173-2188.
[23] 潘俊迪, 陈中, 倪纯奕, 等. 基于无模型自适应控制的配电网电压控制方案[J]. 电力工程技术, 2023, 42(5): 128-137.
PAN J D, CHEN Z, NI C Y, et al.Distribution network voltage control scheme based on model-free adaptive control[J]. Electric power engineering technology, 2023, 42(5): 128-137.
[24] 杨畅, 郑涛, 李鹏宇, 等. 基于改进MFAC的交直流微电网分布式二次控制[J]. 中国电机工程学报, 2024, 44(1): 34-45.
YANG C, ZHENG T, LI P Y, et al.Distributed secondary control of hybrid AC/DC microgrid based on improved model-free adaptive control[J]. Proceedings of the CSEE, 2024, 44(1): 34-45.
[25] DAI J H, YI J W, CHAI L.Optimal memory scheme for accelerated consensus over multi-agent networks[J]. IEEE transactions on signal and information processing over networks, 2022, 8: 344-352.
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