广东工业大学 自动化学院,广东,广州,510006
陈嘉杨(1999–),男,硕士研究生,主要研究方向为电力设备在线监测,E-mail:939326117@qq.com
彭显刚(1964–),男,教授,硕士,主要研究方向为电力系统分析,E-mail:epxg@gdut.edu.cn
纸质出版:2024
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陈嘉杨, 彭显刚. 基于变权与区间数−集对分析理论的电缆中间接头状态评估[J]. 广东工业大学学报, 2024, 41(5): 30-38.
Chen Jia-yang, Peng Xian-gang. Condition Assessment of Cable Intermediate Joint Based on Variable Weight and Interval Number-set Pair Analysis Theory[J]. 2024, 41(5): 30-38.
陈嘉杨, 彭显刚. 基于变权与区间数−集对分析理论的电缆中间接头状态评估[J]. 广东工业大学学报, 2024, 41(5): 30-38. DOI: 10.12052/gdutxb.230086.
Chen Jia-yang, Peng Xian-gang. Condition Assessment of Cable Intermediate Joint Based on Variable Weight and Interval Number-set Pair Analysis Theory[J]. 2024, 41(5): 30-38. DOI: 10.12052/gdutxb.230086.
针对电缆接头状态信息以及评估等级边界的动态性和随机性问题,提出基于变权与区间数−集对分析理论的电缆中间接头绝缘状态评估方法。提取电缆接头局部放电特征参数作为状态评估指标,并对指标数据进行区间表示。引入方差和标准差来衡量指标区间数据的波动性,进而赋予指标的客观权重;对于局部放电指标劣化不均衡的问题,综合考虑指标的劣化程度与趋势参数,构建相应的状态变权函数从而得到变权权重。最后应用区间数与集对分析耦合方法,依据最大综合联系期望值确定电缆接头的状态等级。通过对某地10 kV电缆中间接头的在线监测数据进行算例分析,验证了该状态评估方法的有效性和可行性。
For the randomness and dynamics problem of condition information and evaluation level boundary in the cable joint
an insulation state evaluation method of cable intermediate joint based on variable weight and interval number-set pair analysis theory is proposed. The partial discharge characteristic parameters of cable joint are extracted as the state evaluation index
and the index data are expressed in intervals. The variance and standard deviation are introduced to measure the volatility of the interval data of each index
and then the objective weight of the index is given. For the problem of unbalanced deterioration of partial discharge indicators
the corresponding state variable weight function is constructed to obtain the variable weight by comprehensively considering the deterioration degree and trend parameters of the indicators. Finally
the coupling method of interval number and set pair analysis is applied to obtain the state level of cable joint according to the expectation of comprehensive connection. By analyzing the online monitoring data of a 10 kV cable intermediate joint
the validity and feasibility of the state evaluation method are verified.
LUO J H, QIU Y C, YANG L M. Operation fault analysis of cable power cable above 10 kV [J]. High Voltage Engineering, 2003, 29(6): 14-16.
JIANG Y, MIN H, XIA R, et al . Capacitive coupling detection and characteristic analysis of partial discharge in high-voltage XLPE power cable joints [J ] . High Voltage Engineering, 2010, 36(8): 2005-2011.
ZHU B, YU X Y, TIAN L G, et al . Insulation monitoring and diagnosis of faults in cross-bonded cables based on the resistive current and sheath current [J ] . IEEE Access, 2022, 10(02): 46057-46066.
JIE Q S, YANG Q, CUI H N, et al . Insulation state detection method of cable joint based on transient voltage transfer characteristics [J ] . High Voltage Engineering, 2022, 48(3): 1124-1132.
QU K, ZHANG W H, XIAO X Y, et al . The condition monitoring of cable joint insulation incipient faults based on waveform attenuation factor [J ] . High Voltage Engineering, 2022, 48(1): 318-327.
XU S Q, HUANG X Q, YANG K, et al . Prediction of insulation deterioration degree of cable joints based on temperature and operation data [J ] . Computer Science, 2022, 49(10): 132-137.
WANG Y M, SUN C H, ZHAO S C, et al. Partial discharge pattern recognition of cable joints based on improved wasserstein generative adversarial networks and deep residual networks[J]. Science Technology and Engineering, 2022, 22(35) : 15650-15658.
李为相. 基于区间数的不确定决策理论与方法研究[D]. 南京: 南京航空航天大学, 2010.
赵克勤. 集对分析及其初步应用[M]. 杭州: 浙江科学技术出版社, 2000.
LIAO R J, MENG F J, ZHOU N R, et al . Assessment strategy for inner insulation condition of power transformer based on set-pair analysis and evidential reasoning decision-making [J ] . High Voltage Engineering, 2014, 40(2): 474-481.
SONG S Y, WU F, BAI H, et al . Evaluation of reservoir bank landslide susceptibility degree based on interval number and set pair analysis theory [J ] . Journal of Northeastern University (Natural Science Edition), 2022, 43(2): 251-257.
ZHOU L Y, CAO J P, WANG S H, et al . Comprehensive state evaluation of high voltage cable based on multi-state variables characteristics and variation law [J ] . High Voltage Engineering, 2019, 45(12): 3954-3963.
CAO J P, JIANG Y K, WANG S H, et al . Analysis and prospect of defect detection key technology for XLPE power cable joints [J ] . High Voltage Apparatus, 2018, 54(7): 87-97.
YANG H H, DING Y T, ZHOU J S, et al . A condition assessment method of transformers based on optimal weight and dynamic grey target with interval grey number [J ] . Power System Protection and Control, 2019, 47(7): 66-74.
张正. 变权综合模型在电力变压器状态评价中的应用研究[D]. 长沙: 长沙理工大学, 2013.
LI Z, HUI B J, XU Y, et al . Trend of partial discharge behavior for 10 kV cable joint with typical defects [J ] . Electric Wire and Cable, 2015(5): 5-10.
常文治. 电力电缆中间接头典型缺陷局部放电发展过程的研究[D]. 北京: 华北电力大学, 2013.
ZHAO H S, MENG H, WANG K, et al. Research on partial discharge trend analysis and early warning method of 10 kV cable connector[J]. Electrical Measurement and Instrumentation, 2021: 1-9.
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