Generalized Energy Model and Simulation Method for the Evolution of Micro-Nano Dust Cluster Dispersion in DC GIS/GIL
Li Xuan1, Yin Yichun1, Yang Ning1, Wang Yuan2, Wang Jian1, Li Qingmin1
1. State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources North China Electric Power University Beijing 102206 China; 2. State Grid Beijing Changping Electric Power Supply Company Beijing 102200 China
Abstract:Gas-insulated switchgears (GIS) and gas-insulated lines (GIL) serve as critical infrastructure in the construction of modern high-voltage energy systems, particularly in the integration of long-distance power transmission and distributed renewable sources. Despite their sealed design and strict insulation requirements, frequent partial discharge and breakdown incidents are reported in service, often in the absence of visible corrosion or material defects. Recent evidence highlights that microscale and nanoscale dust particles — generated by internal friction of enclosures or other components — account for over 60% of latent discharge failures. These dust particles, under the influence of complex multi-physics coupling, undergo stochastic migration, aggregation, adsorption, and explosion dispersion behaviors, posing a serious threat to the safety and reliability of GIS/GIL systems. However, current methods fail to accurately characterize the energy transformation and explosion behavior of these fine-scale contaminants. To address this challenge, this study proposes a multi-scale simulation framework based on generalized functional energy analysis to investigate the dynamic dispersion and explosion mechanism of micro/nanoparticles within GIS/GIL. Boundary conditions were defined by quantifying multiscale forces on micro/nano particles and their adsorption correlation with the insulator. A regularized energy-driven evolution equation is derived, incorporating the effects of electric, thermal, fluidic, and mechanical fields, as well as concentration gradients. The proposed model captures the complete progression of dust behavior—from electrostatic lift-off and surface adsorption to explosive dispersion—under a unified variational principle that minimizes the system's free energy. A Cahn-Hilliard-type nonlinear evolution equation is employed to construct an additional functional criterion for dispersive explosion, enabling a quantitative mathematical description of the concentration gradient-energy evolution-induced explosion process of micro/nano dust under multiphysics coupling. Our simulations reveal that tri-post insulator waists are prone to large-scale adsorption and explosion due to negative charge accumulation, while the convex surface of basin-type insulators facilitates dust concentration under van der Waals and electrostatic attraction, forming high-risk explosive clusters. Micro/nano particles near the surface of insulator adjacent to conductor experience the strongest dynamic and potential energy, where energy and concentration accumulation reach critical thresholds. The energy pathway follows a transition from potential-driven adsorption to thermal accumulation and concentration-gradient-induced explosions. Notably, dust velocity and stress increase by 63.2% and 40.3%, respectively, with peak energy reaching 900 J at triple-point junctions, leading to a 370% increase in specific surface area—the key indicators for surface discharge inducement. These factors collectively contribute to the energy release process during pre-discharge dispersive explosion and significantly aggravate contamination-induced short-circuit severity. Experimental verification further confirms that dust dispersion and adsorption lead to ionized streamer development and discharge breakdown. Localized surface energy fields trigger high-energy particle adhesion, enhance charge injection, and promote the formation of opposite-polarity charge domains, facilitating trap ion escape and spatial ionization. A new discharge criterion is proposed based on enhanced flow ionization under concentration fields, indicating that nano dust with high specific energy and aggregation tendencies significantly lowers the insulation breakdown threshold. The proposed modeling approach and energy evolution mechanism provide a novel theoretical and numerical reference for the study of micro/nanoparticle behavior and contaminant discharge risks in complex GIS/GIL systems, filling a crucial gap in current metal dust insulation failure diagnostics.
李玄, 尹奕淳, 杨宁, 王媛, 王健, 李庆民. 直流GIS/GIL中微纳粉尘集群弥散运动的广义能量模型与演化过程模拟方法[J]. 电工技术学报, 2026, 41(17): 6008-6026.
Li Xuan, Yin Yichun, Yang Ning, Wang Yuan, Wang Jian, Li Qingmin. Generalized Energy Model and Simulation Method for the Evolution of Micro-Nano Dust Cluster Dispersion in DC GIS/GIL. Transactions of China Electrotechnical Society, 2026, 41(17): 6008-6026.
[1] 国家电网有限公司设备管理部. 高压开关设备典型故障及缺陷案例汇编: 2011—2018年[M]. 北京: 中国电力出版社, 2019. [2] 王昊天, 王宇昂, 颜林, 等. GIS暂态电压局部放电融合检测技术及其应用[J]. 电工技术学报, 2025, 40(19): 6306-6316, 6358. Wang Haotian, Wang Yuang, Yan Lin, et al.GIS transient voltage-partial discharge composite detection and its application[J]. Transactions of China Electro-technical Society, 2025, 40(19): 6306-6316, 6358. [3] Zhuang Weijian, Liang Zuodong, Yi Yong, et al.Metallic particles in DC gas-insulated transmission lines[J]. Journal of Physics D: Applied Physics, 2025, 58(23): 233001. [4] 薛乃凡, 李庆民, 刘智鹏, 等. 微纳粉尘运动行为与微弱放电探测技术研究进展[J]. 电工技术学报, 2022, 37(13): 3380-3392. Xue Naifan, Li Qingmin, Liu Zhipeng, et al.Research advances of the detection technology for kinetic behavior and weak discharge of the micro-nano dust[J]. Transactions of China Electrotechnical Society, 2022, 37(13): 3380-3392. [5] 卢武, 杨华, 张俊, 等. 直流GIS/GIL中金属微粒诱发沿面闪络的机理研究与抑制策略综述[J]. 高电压技术, 2025, 51(3): 1010-1024. Lu Wu, Yang Hua, Zhang Jun, et al.Review on mechanism study and suppression strategy of metal particles induced surface flashover in DC GIS/GIL[J]. High Voltage Engineering, 2025, 51(3): 1010-1024. [6] 张宁, 王鹏, 刘智捷, 等. 流-电耦合场中金属颗粒群的荷电计算及影响因素研究[J]. 电工技术学报, 2024, 39(17): 5534-5544. Zhang Ning, Wang Peng, Liu Zhijie, et al.Study on the charge calculation and influencing factors of metal particle groups in fluid-electric coupling field[J]. Transactions of China Electrotechnical Society, 2024, 39(17): 5534-5544. [7] 李星, 丁登伟, 吴传奇, 等. 550 kV GIL三支柱绝缘子表面金属异物局部放电发展规律和闪络特性研究[J]. 中国电机工程学报, 2026, 46(4): 1662-1671, I0031. Li Xing, Ding Dengwei, Wu Chuanqi, et al.Partial discharge development and flashover characteristics of metal particle on 550 kV triple post GIL insulator surface[J]. Proceedings of the CSEE, 2026, 46(4): 1662-1671, I0031. [8] Wang Jian, Hu Qi, Chang Yanan, et al.Metal particle contamination in gas-insulated switchgears/gas- insulated transmission lines[J]. CSEE Journal of Power and Energy Systems, 2021, 7(5): 1011-1025. [9] 王健, 秦诚意, 张建民, 等. 基于能量法的带电操作典型振动激励下金属微粒运动模型[J]. 电工技术学报, 2025, 40(11): 3653-3666. Wang Jian, Qin Chengyi, Zhang Jianmin, et al.Particle motion under typical vibration excitation of live operation based on energy method[J]. Transac- tions of China Electrotechnical Society, 2025, 40(11): 3653-3666. [10] Li Xiaoang, Hu Xinwen, Xu Haitao, et al.“Multi- particle-in-series” phenomenon and discharge properties induced by multiple free particles in GIS[J]. IEEE Transactions on Power Delivery, 2023, 38(6): 4039-4048. [11] 李杰, 李晓昂, 吕玉芳, 等. 正弦振动激励下GIS内自由金属微粒运动特性[J]. 电工技术学报, 2021, 36(21): 4580-4589, 4597. Li Jie, Li Xiaoang, Lü Yufang, et al.Motion characteristics of free metal particles in GIS under sinusoidal vibration[J]. Transactions of China Electro-technical Society, 2021, 36(21): 4580-4589, 4597. [12] 张连根, 路士杰, 李成榕, 等. 气体绝缘组合电器中微米量级金属粉尘运动和放电特征[J]. 电工技术学报, 2020, 35(2): 444-452. Zhang Liangen, Lu Shijie, Li Chengrong, et al.Movement and discharge characteristics of micron- scale metal dust in gas insulated switchgear[J]. Transactions of China Electrotechnical Society, 2020, 35(2): 444-452. [13] Li Xing, Liu Weidong, Ding Dengwei, et al.Metal particle movement and induced insulator flashover under impact vibration generated by switching operation in GIS[J]. IEEE Transactions on Power Delivery, 2023, 38(2): 757-766. [14] 梁瑞雪, 王健, 胡琦, 等. 直流GIL盆式绝缘子附近微米级金属粉尘的动力学行为与吸附机制研究[J]. 中国电机工程学报, 2020, 40(4): 1387-1396, 1429. Liang Ruixue, Wang Jian, Hu Qi, et al.Study on kinetic behavior and adsorption mechanism of the micron metal dust near the basin-type insulator in DC GIL[J]. Proceedings of the CSEE, 2020, 40(4): 1387-1396, 1429. [15] 李玄, 尹奕淳, 师伟, 等. 三支柱绝缘子微缺陷超声临界纵波探测方法与应用[J]. 电工技术学报, 2025, 40(21): 6905-6921. Li Xuan, Yin Yichun, Shi Wei, et al.Ultrasonic critical longitudinal wave detection method and application for microdefects in tri-post insulators[J]. Transactions of China Electrotechnical Society, 2025, 40(21): 6905-6921. [16] 王媛, 杨睿成, 苏宝亮, 等. 直流GIS/GIL内微纳粉尘弥散浓度分布特性及对气隙击穿强度的影响[J]. 电工技术学报, 2025, 40(5): 1601-1613. Wang Yuan, Yang Ruicheng, Su Baoliang, et al.Characterization of diffuse concentration distribution of micron-nano dust in DC GIS/GIL and the effect on air gap breakdown strength[J]. Transactions of China Electrotechnical Society, 2025, 40(5): 1601-1613. [17] Li Xing, Liu Weidong, Xu Yuan, et al.Partial discharge and movement characteristics of micron- sized metal particles on insulator surface in gas- insulated switchgear with long-time AC stress[J]. IEEE Transactions on Dielectrics and Electrical Insulation, 2021, 28(6): 2152-2160. [18] 许渊, 刘卫东, 陈维江, 等. 交流GIS绝缘子表面亚毫米级金属颗粒的运动和局部放电特性[J]. 中国电机工程学报, 2019, 39(14): 4315-4324. Xu Yuan, Liu Weidong, Chen Weijiang, et al.Motion characteristics and partial discharge characteristics of submillimeter metal particles on the surface of AC GIS spacer[J]. Proceedings of the CSEE, 2019, 39(14): 4315-4324. [19] Lü Fangcheng, Ma Kang, Geng Hui, et al.Influence of surface charge on distribution characteristics of metal particle dust in DC GIS/GIL[J]. IEEE Transactions on Dielectrics and Electrical Insulation, 2023, 30(5): 2412-2420. [20] Zhan Zhenyu, Wang Dong, Xie Jun, et al.Motion characteristics of metal powder particles in AC GIL and its trap design[J]. IEEE Access, 2021, 9: 68619-68628. [21] Wang Yuhuai, Liu Songtao, Li Jin, et al.Curing kinetics and residual stress modelling of gas-insulated transmission lines tri-post insulators[J]. High Voltage, 2025, 10(4): 976-986. [22] 杨立. 基于离散元法球形与线形微粒荷电运动的数值模拟分析[D]. 合肥: 合肥工业大学, 2022. Yang Li.DEM based the numerical analysis of the charged spherical and wire particulate motion[D]. Hefei: Hefei University of Technology, 2022. [23] Wang Zekun, Liu Moubin, Yang Xi.A four-way coupled CFD-DEM modeling framework for charged particles under electrical field with applications to gas insulated switchgears[J]. Powder Technology, 2020, 373: 433-445. [24] 吴佩遥, 裴少通, 刘勇, 等. 金属异物影响的高压放电粒子仿真及放电光谱特性[J]. 电工技术学报, 2025, 40(13): 4148-4163. Wu Peiyao, Pei Shaotong, Liu Yong, et al.High- voltage discharge particle simulation and discharge spectral characterization under the influence of metallic foreign object[J]. Transactions of China Electrotechnical Society, 2025, 40(13): 4148-4163. [25] 钟豪. 基于相场理论的两相流动气体动理学格式研究[D]. 武汉: 华中科技大学, 2024. Zhong Hao.A study of two-phase flow gas kinetic scheme based on phase field theory[D]. Wuhan: Huazhong University of Science and Technology, 2024. [26] 钱伟长. 粘性流体力学的变分原理和广义变分原理[J]. 应用数学和力学, 1984, 5(3): 305-322. Chien Weizang.Variational principles and generalized variational principles in hydrodynamics of viscous fluids[J]. Applied Mathematics and Mechanics, 1984, 5(3): 305-322. [27] Li Jin, Wang Yuhuai, Dong Jianan, et al.Surface charging affecting metal particle lifting behaviors around epoxy spacer of HVDC GIL/GIS[J]. IEEE Transactions on Dielectrics and Electrical Insulation, 2022, 29(4): 1546-1552. [28] 董曼玲, 臧春艳, 詹振宇, 等. GIL内部金属微粒问题研究进展[J]. 高压电器, 2024, 60(1): 1-14. Dong Manling, Zang Chunyan, Zhan Zhenyu, et al.Research progress on metal particle issues inside GIL[J]. High Voltage Apparatus, 2024, 60(1): 1-14. [29] Talbot L, Cheng R K, Schefer R W, et al.Thermo- phoresis of particles in a heated boundary layer[J]. Journal of Fluid Mechanics, 1980, 101(4): 737-758. [30] Ma Kang, Liu Huaqi, Wang Qiang, et al.Study on movement and distribution characteristics of metal particle dust in DC GIL[J]. IEEE Transactions on Dielectrics and Electrical Insulation, 2022, 29(3): 1208-1217. [31] Fortes A F, Joseph D D, Lundgren T S.Nonlinear mechanics of fluidization of beds of spherical particles[J]. Journal of Fluid Mechanics, 1987, 177: 467-483. [32] Zhu Zefei, Lin Jianzhong.Pressure gradient force, saffman lift, and Magnus lift on the fiber-like particle in fluid[J]. Journal of Donghua University (English Edition), 2000, 17(2): 23-27. [33] Cahn J W, Hilliard J E.Free energy of a nonuniform system. I. interfacial free energy[J]. The Journal of Chemical Physics, 1958, 28(2): 258-267. [34] Wu Hao.A review on the Cahn-Hilliard equation: classical results and recent advances in dynamic boundary conditions[J]. Electronic Research Archive, 2022, 30(8): 2788-2832. [35] Speck T, Bialké J, Menzel A M, et al.Effective Cahn-Hilliard equation for the phase separation of active Brownian particles[J]. Physical Review Letters, 2014, 112(21): 218304. [36] 陈刚, 郭冲, 李平, 等. 超/特高压GIS绝缘可靠性提升研究综述[J]. 高压电器, 2025, 61(6): 1-15. Chen Gang, Guo Chong, Li Ping, et al.Review on insulation reliability improvement of EHV/UHV GIS[J]. High Voltage Apparatus, 2025, 61(6): 1-15.