Electric Power ›› 2026, Vol. 59 ›› Issue (6): 202-210.DOI: 10.11930/j.issn.1004-9649.202509044
• New-Type Power Grid • Previous Articles
SHEN Xiaolin1(
), DU Shangan1(
), LIANG Chenguang1, WU Fangjie1, JI Yiming1, CUI Dawei2
Received:2025-09-19
Revised:2026-03-26
Online:2026-06-22
Published:2026-06-28
Supported by:SHEN Xiaolin, DU Shangan, LIANG Chenguang, WU Fangjie, JI Yiming, CUI Dawei. Reliability assessment of SLCC DC transmission system based on GO-DBN[J]. Electric Power, 2026, 59(6): 202-210.
| 故障率λ/ (次·年–1) | 维修时间/h | 修复率μ/ (次·年–1) | 安装时间/h | 安装率γ/ (次·年–1) |
| 0.031 25 | 18.00 | 486.667 00 | 0.75 | 11 680 |
Table 1 Reliability parameters of SVF valve arms
| 故障率λ/ (次·年–1) | 维修时间/h | 修复率μ/ (次·年–1) | 安装时间/h | 安装率γ/ (次·年–1) |
| 0.031 25 | 18.00 | 486.667 00 | 0.75 | 11 680 |
| λSVF/(次·年–1) | μSVF/(次·年–1) | 能量可用率/% | 总等值停运时间/h |
| 0.093 75 | 467.200 30 | 99.979 9 | 1.760 76 |
Table 2 Reliability parameters of SVF valves
| λSVF/(次·年–1) | μSVF/(次·年–1) | 能量可用率/% | 总等值停运时间/h |
| 0.093 75 | 467.200 30 | 99.979 9 | 1.760 76 |
| 单元元件 | 故障率λ/(次·年–1) | 平均修复时间/h |
| 送端母线 | 0.000 0 | — |
| 交流滤波器 | 0.083 3 | 11.70 |
| 控保系统 | 1.309 5 | 8.80 |
| 换流变压器 | 0.030 9 | 25.00 |
| LCC阀臂 | 0.031 3 | 18.75 |
| 直流滤波器 | 0.050 0 | 13.55 |
| 输电线路 | 0.661 3 | 10.36 |
| SVF阀 | 0.093 8 | 18.80 |
Table 3 Reliability parameters of operators of SLCC DC transmission system
| 单元元件 | 故障率λ/(次·年–1) | 平均修复时间/h |
| 送端母线 | 0.000 0 | — |
| 交流滤波器 | 0.083 3 | 11.70 |
| 控保系统 | 1.309 5 | 8.80 |
| 换流变压器 | 0.030 9 | 25.00 |
| LCC阀臂 | 0.031 3 | 18.75 |
| 直流滤波器 | 0.050 0 | 13.55 |
| 输电线路 | 0.661 3 | 10.36 |
| SVF阀 | 0.093 8 | 18.80 |
| 操作符类型 | 功能 | 操作符类型 | 功能 | |
| 1 | 两状态单元 | 2 | “或” | |
| 5 | 信号发生器 | 10 | “与” |
Table 4 GO graph operator types and their functions
| 操作符类型 | 功能 | 操作符类型 | 功能 | |
| 1 | 两状态单元 | 2 | “或” | |
| 5 | 信号发生器 | 10 | “与” |
| 操作符编号 | 单元名称 | 操作符编号 | 单元名称 | |
| 1 | 送端母线 | 2 | 交流滤波器 | |
| 3, 4 | 控保系统 | 6, 7, 18, 19 | 换流变压器 | |
| 8, 9, 14, 15 | LCC阀臂 | 11 | 直流滤波器 | |
| 12, 13 | 线路 | 16, 17 | SVF阀 | |
| 20, 21 | 启动回路 | 5 | 或门 | |
| 10, 22 | 与门 |
Table 5 GO graph operator number and its name
| 操作符编号 | 单元名称 | 操作符编号 | 单元名称 | |
| 1 | 送端母线 | 2 | 交流滤波器 | |
| 3, 4 | 控保系统 | 6, 7, 18, 19 | 换流变压器 | |
| 8, 9, 14, 15 | LCC阀臂 | 11 | 直流滤波器 | |
| 12, 13 | 线路 | 16, 17 | SVF阀 | |
| 20, 21 | 启动回路 | 5 | 或门 | |
| 10, 22 | 与门 |
| 1 | 刘丽萍, 刘德坤, 邓搏, 等. 数据驱动的柔性直流继电保护自适应测试方法[J]. 中国电力, 2025, 58 (11): 186- 192, 204. |
| LIU Liping, LIU Dekun, DENG Bo, et al. A data-driven adaptive testing method for flexible DC relay protection[J]. Electric Power, 2025, 58 (11): 186- 192, 204. | |
| 2 | 慕宗君, 邱俊宏, 李振兴, 等. 多类型故障影响下柔直线路故障机理分析及单端保护方法[J]. 中国电力, 2025, 58 (1): 107- 114. |
| MU Zongjun, QIU Junhong, LI Zhenxing, et al. Fault mechanism analysis and one-terminal protection method of flexible DC transmission line under the influence of multi-type faults[J]. Electric Power, 2025, 58 (1): 107- 114. | |
| 3 | 李惠玲. 新型电力系统背景下西部送端直流电网及系统运行特性[J]. 中国电力, 2023, 56 (8): 166- 174. |
| LI Huiling. Sending-terminal DC power grid in western China and its operation characteristics in the context of new power system[J]. Electric Power, 2023, 56 (8): 166- 174. | |
| 4 |
李兰芳, 王子莹, 李奇南, 等. 构网型柔性直流输电系统同步控制方法研究综述[J]. 浙江电力, 2025, 44 (12): 91- 106.
|
|
LI Lanfang, WANG Ziying, LI Qinan, et al. Review of synchronization control methods for grid-forming VSC-HVDC transmission systems[J]. Zhejiang Electric Power, 2025, 44 (12): 91- 106.
|
|
| 5 | 侯世巍. 基于模块化多电平换流器的高压直流输电系统控制方法研究[D]. 北京: 北京化工大学, 2024. |
| HOU Shiwei. Research on control methods for high-voltage direct current transmission systems based on modular multilevel converters[D]. Beijing: Beijing University of Chemical Technology, 2024. | |
| 6 | 张真. 高压直流输电系统换相失败预测与抑制方法研究[D]. 重庆: 重庆大学, 2021. |
| ZHANG Zhen. Research on prediction and suppression method for commutation failure of high voltage DC transmission system[D]. Chongqing: Chongqing University, 2021. | |
| 7 |
徐鑫. 特高压直流输电SLCC换流技术分析[J]. 电子技术, 2024, 53 (11): 308- 309.
|
|
XU Xin. Analysis of SLCC converter technology for ultra high voltage direct current transmission[J]. Electronic Technology, 2024, 53 (11): 308- 309.
|
|
| 8 | 杨彪, 刘素蔚, 高洪达, 等. 数字经济下的能源新基建[M]. 北京: 经济科学出版社, 2024. |
| 9 |
徐攀腾, 喻文翔, 朱博, 等. 基于特性参数矩阵的混合多端直流系统可靠性分析[J]. 南方电网技术, 2022, 16 (2): 111- 120.
|
|
XU Panteng, YU Wenxiang, ZHU Bo, et al. Reliability analysis of hybrid multi-terminal DC system based on characteristic parameter matrix[J]. Southern Power System Technology, 2022, 16 (2): 111- 120.
|
|
| 10 | 周家启, 陈炜骏, 谢开贵, 等. 高压直流输电系统可靠性灵敏度分析模型[J]. 电网技术, 2007, 31 (19): 18- 23. |
| ZHOU Jiaqi, CHEN Weijun, XIE Kaigui, et al. A sensitivity analysis model of HVDC transmission system reliability evaluation[J]. Power System Technology, 2007, 31 (19): 18- 23. | |
| 11 |
朱介北, 邱威, 孙宁, 等. 基于序贯蒙特卡洛法的安全稳定控制系统架构可靠性分析[J]. 电力系统自动化, 2021, 45 (15): 21- 27.
|
|
ZHU Jiebei, QIU Wei, SUN Ning, et al. Reliability analysis of security and stability control system architecture based on sequential Monte Carlo method[J]. Automation of Electric Power Systems, 2021, 45 (15): 21- 27.
|
|
| 12 |
丁明, 毕锐, 王京景. 基于FD法和模型组合的柔性直流输电可靠性评估[J]. 电力系统保护与控制, 2008, 36 (21): 33- 37.
|
|
DING Ming, BI Rui, WANG Jingjing. FD method and combined model for reliability assessment of HVDC flexible[J]. Power System Protection and Control, 2008, 36 (21): 33- 37.
|
|
| 13 | 郭静丽, 王秀丽, 侯雨伸, 等. 基于改进FD法的柔性直流输电系统可靠性评估[J]. 电力系统保护与控制, 2015, 43 (23): 8- 13. |
| GUO Jingli, WANG Xiuli, HOU Yushen, et al. Reliability assessment of the VSC-HVDC transmission system based on a modified FD method[J]. Power System Protection and Control, 2015, 43 (23): 8- 13. | |
| 14 |
李蓉蓉, 陈曦, 吴延琳, 等. 基于状态转移的高压直流输电系统可靠性分析[J]. 高压电器, 2015, 51 (12): 66- 71, 78.
|
|
LI Rongrong, CHEN Xi, WU Yanlin, et al. Reliability analysis of HVDC transmission system based on state transition[J]. High Voltage Apparatus, 2015, 51 (12): 66- 71, 78.
|
|
| 15 |
张雪松, 王超, 常勇, 等. GO法在特高压直流输电可靠性研究中的应用[J]. 高电压技术, 2009, 35 (2): 236- 241.
|
|
ZHANG Xuesong, WANG Chao, CHANG Yong, et al. Reliability analysis of UHVDC system by the GO methodology[J]. High Voltage Engineering, 2009, 35 (2): 236- 241.
|
|
| 16 |
YI X J, SHI J, DHILLON B S, et al. A new reliability analysis method for repairable systems with multifunction modes based on goal-oriented methodology[J]. Quality and Reliability Engineering International, 2017, 33 (8): 2215- 2237.
|
| 17 |
束洪春, 赵红芳, 张旭, 等. 昆柳龙混合直流工程送端换流站电气主接线可靠性分析[J]. 电力系统自动化, 2021, 45 (22): 115- 123.
|
|
SHU Hongchun, ZHAO Hongfang, ZHANG Xu, et al. Reliability analysis of main electrical connection for sending-end converter station in kunliulong hybrid DC project of China[J]. Automation of Electric Power Systems, 2021, 45 (22): 115- 123.
|
|
| 18 |
束洪春, 董海飞, 赵红芳, 等. ±800 kV柔直换流站电气系统可靠性分析[J]. 电力自动化设备, 2023, 43 (2): 119- 126.
|
|
SHU Hongchun, DONG Haifei, ZHAO Hongfang, et al. Reliability analysis of electrical system in ±800 kV VSC-DC converter station[J]. Electric Power Automation Equipment, 2023, 43 (2): 119- 126.
|
|
| 19 |
田录林, 刘沛盛. 改进贝叶斯网络GO法在高压直流输电系统的可靠性分析[J]. 高压电器, 2017, 53 (7): 53- 59, 66.
|
|
TIAN Lulin, LIU Peisheng. Reliability analysis on HVDC transmission system based on improved Bayesian networks GO methodology[J]. High Voltage Apparatus, 2017, 53 (7): 53- 59, 66.
|
|
| 20 | 朱继忠, 骆腾燕, 吴皖莉, 等. 综合能源系统运行可靠性评估评述Ⅰ: 模型驱动法[J]. 电工技术学报, 2022, 37 (11): 2761- 2776. |
| ZHU Jizhong, LUO Tengyan, WU Wanli, et al. A review of operational reliability assessment of integrated energy systems Ⅰ: model-driven method[J]. Transactions of China Electrotechnical Society, 2022, 37 (11): 2761- 2776. | |
| 21 | 陈晋, 娄悦, 张献蒙, 等. “交改直”输电工程送端换流站设计特点[J]. 电力勘测设计, 2024 (S2): 1- 7. |
| CHEN Jin, LOU Yue, ZHANG Xianmeng, et al. Design features of sending converter station in AC-to-DC transmission project[J]. Electric Power Survey & Design, 2024 (S2): 1- 7. | |
| 22 | 马为民, 王玲, 李明, 等. 新型电力系统中的特高压直流输电SLCC换流技术[J]. 高电压技术, 2022, 48 (12): 4941- 4948. |
| MA Weimin, WANG Ling, LI Ming, et al. SLCC converter technology of UHVDC transmission in new power system[J]. High Voltage Engineering, 2022, 48 (12): 4941- 4948. | |
| 23 |
王长伟, 招永锦, 吴晗, 等. 考虑新型配电元件多状态可靠性模型的配电网可靠性评估[J]. 供用电, 2023, 40 (4): 74- 82.
|
|
WANG Changwei, ZHAO Yongjin, WU Han, et al. Reliability evaluation of distribution network considering multi-state reliability model of new distribution components[J]. Distribution & Utilization, 2023, 40 (4): 74- 82.
|
|
| 24 | 李鑫, 汪隆君. 基于持续时间马尔科夫链的配电信息物理系统可靠性评估[J]. 广东电力, 2023, 36 (4): 41- 48. |
| LI Xin, WANG Longjun. Reliability assessment of cyber-physical distribution system based on continuous-time Markov chains[J]. Guangdong Electric Power, 2023, 36 (4): 41- 48. | |
| 25 |
李康, 黄萌, 查晓明, 等. 高压直流输电系统可靠性分析方法综述[J]. 电力系统保护与控制, 2024, 52 (9): 174- 187.
|
|
LI Kang, HUANG Meng, ZHA Xiaoming, et al. An overview of reliability analysis methods for an HVDC transmission system[J]. Power System Protection and Control, 2024, 52 (9): 174- 187.
|
|
| 26 |
YI X J, SHI J, CHENG J. Reliability technology using GO methodology: a review[J]. Quality and Reliability Engineering International, 2019, 35 (8): 2513- 2539.
|
| 27 |
KAMMOUH O, GARDONI P, CIMELLARO G P. Probabilistic framework to evaluate the resilience of engineering systems using Bayesian and dynamic Bayesian networks[J]. Reliability Engineering & System Safety, 2020, 198, 106813.
|
| 28 |
CAI B P, LIU Y, XIE M. A dynamic-Bayesian-network-based fault diagnosis methodology considering transient and intermittent faults[J]. IEEE Transactions on Automation Science and Engineering, 2017, 14 (1): 276- 285.
|
| 29 | 岳宗阳, 魏征, 王凯庆, 等. 基于贝叶斯网络时序模拟的综合能源系统可靠性评估[J]. 太阳能学报, 2024, 45 (10): 220- 230. |
| YUE Zongyang, WEI Zheng, WANG Kaiqing, et al. Reliability evaluation of integrated energy system based on Bayesian network time series simulation[J]. Acta Energiae Solaris Sinica, 2024, 45 (10): 220- 230. | |
| 30 | 李享, 黄洪钟, 黄鹏, 等. 基于动态贝叶斯网络的电源系统可靠性分析与故障诊断[J]. 电子科技大学学报, 2021, 50 (4): 603- 608. |
| LI Xiang, HUANG Hongzhong, HUANG Peng, et al. Reliability analysis and fault diagnosis for power system via dynamic Bayesian network[J]. Journal of University of Electronic Science and Technology of China, 2021, 50 (4): 603- 608. | |
| 31 | CAI B P, LIU Y H, LIU Z K, et al. Application of Bayesian networks in reliability evaluation[M]//Bayesian Networks for Reliability Engineering. Singapore: Springer Singapore, 2020: 1–25. |
| 32 |
王倩, 汤佶元, 李丰君, 等. 计及多设备老化效应的主动配电网可靠性评估[J]. 电工电能新技术, 2024, 43 (7): 102- 112.
|
|
WANG Qian, TANG Jiyuan, LI Fengjun, et al. Reliability assessment of active distribution network considering aging effects of multiple devices[J]. Advanced Technology of Electrical Engineering and Energy, 2024, 43 (7): 102- 112.
|
|
| 33 |
史明明, 刘瑞煌, 张宸宇, 等. 考虑输电网与柔性互联配电网交互影响的可靠性评估方法[J]. 电力工程技术, 2024, 43 (4): 77- 87.
|
|
SHI Mingming, LIU Ruihuang, ZHANG Chenyu, et al. Analytical evaluation method of reliability considering interaction between transmission network and flexible interconnected distribution network[J]. Jiangsu Electrical Engineering, 2024, 43 (4): 77- 87.
|
|
| 34 |
李维展, 邵常政, 胡博, 等. 计及元件故障率时变特性的综合能源系统运行可靠性高效评估方法[J]. 电力自动化设备, 2024, 44 (2): 182- 189.
|
|
LI Weizhan, SHAO Changzheng, HU Bo, et al. Efficient evaluation method for operational reliability of integrated energy system considering time-varying characteristics of component failure rate[J]. Electric Power Automation Equipment, 2024, 44 (2): 182- 189.
|
|
| 35 | 刘卓锟, 李健栋, 张国华, 等. 国内外直流输电系统可靠性综合评价及提升建议[J]. 电网技术, 2025, 49 (1): 316- 322. |
| LIU Zhuokun, LI Jiandong, ZHANG Guohua, et al. Comprehensive evaluation and improvement suggestion for the reliability of HVDC system domestic and foreig[J]. Power System Technology, 2025, 49 (1): 316- 322. |
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