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2025, 08, v.20 664-672
C-OWA-GRA在低压电缆故障致因分析中的应用
基金项目(Foundation): 闽西职业技术学院横向科研项目(KYC2024022)
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摘要:

随着建设工程电力电缆线路的广泛使用,对其故障原因的准确诊断成为保障电力系统安全稳定运行的关键之一。将组合有序加权平均(combination ordered weighted averaging,C-OWA)与灰色关联分析(grey relational analysis,GRA)相结合,构建了一种低压电缆线路故障致因分析模型(C-OWA-GRA模型)。COWA算子赋权法根据各影响因素的实际贡献度动态调整权重,克服了传统赋权方法的局限性。灰色关联分析通过分析故障现象与各影响因素之间的关联程度,实现对故障原因的识别。并通过实际案例,验证了所提方法的有效性。结果表明:C-OWA算子赋权法能够有效提高故障致因分析中各因素的权重合理性,增强分析结果的客观性;灰色关联分析则通过量化故障现象与影响因素之间的关联度,从而准确识别电缆线路故障的主要致因。该研究为故障诊断提供了科学依据,为电缆故障预防和维护提供了新的思路和方法。

Abstract:

With the widespread use of power cable lines in construction projects, the accurate diagnosis of their failure causes has become one of the key issues in ensuring the safe and stable operation of the power system. In this study, combining combination ordered weighted averaging(C-OWA) and grey relational analysis(GRA), a model(C-OWA-GRA) for cause analysis of low-voltage cable line failures was constructed. The limitations of traditional weighting methods were overcome through dynamically adjusting the weights according to the actual contribution degree of each influencing factor by the C-OWA operator weighting method. Grey relational analysis identified the causes of failures by analyzing the degree of correlation between failure phenomena and various influencing factors. Subsequently, the effectiveness of the proposed method was verified through practical cases. The research results show that the weight assignment by the C-OWA operator weighting method can effectively improve the rationality of the weights of various factors in failure cause analysis and enhance the objectivity of the analysis results. The grey relational analysis method provides a scientific basis for failure diagnosis by quantifying the degree of correlation between failure phenomena and influencing factors, which enables the accurate identification of the main causes of cable line failures and offering new ideas and methods for failure prevention and maintenance.

参考文献

[1]郭永政.基于灰色层次分析法的10 kV电力电缆状态综合评估[J].农村电工,2025, 33(5):40-41.GUO Y Z. Comprehensive evaluation of the status of10 kV power cables based on gray hierarchical analysis method[J]. Rural Electrician, 2025, 33(5):40-41.(in Chinese)

[2]邹翔宇,郁海彬,袁奇,等.基于模糊综合评价法的高压电缆运行管理研究[J].电力大数据,2024,27(12):18-30.ZOU X Y, YU H B, YUAN Q, et al. Study on operation management of high voltage cable based on fuzzy comprehensive evaluation method[J]. Power Systems and Big Data, 2024, 27(12):18-30.(in Chinese)

[3]PENG C, SUN Y C, GUO Y Y, et al. Assessment of safety risk in airline operations based on constant-sum game[J]. Proceedings of the Institution of Mechanical Engineers, Part G:Journal of Aerospace Engineering,2024, 238(2):157-168.

[4]魏盛宇,梁文彪,翟越,等.基于博弈论组合赋权云物元模型的城市道路交通系统风险评价[J].科学技术与工程,2024, 24(10):4359-4367.WEI S Y, LIANG W B, ZHAI Y, et al. Risk evaluation of urban road transportation system based on cloud matter element model of game theory combination[J].Science Technology and Engineering, 2024, 24(10):4359-4367.(in Chinese)

[5]徐浩,刘青红,任正,等.基于融合技术的中长期电力负荷预测方法[J].电力需求侧管理,2024, 26(4):94-99.XU H, LIU Q H, REN Z, et al. Mid-long term electricity load forecasting method based on fusion techniques[J]. Power Demand Side Management, 2024,26(4):94-99.(in Chinese)

[6]刘焱,叶国菊,刘尉.基于OWA算子的模糊n-cell数排序方法[J].计算技术与自动化,2024, 43(1):84-88.LIU Y, YE G J, LIU W. Fuzzy n-cell number ranking based on OWA operator[J]. Computing Technology and Automation, 2024, 43(1):84-88.(in Chinese)

[7]CHEN C, QI H R, GUO F, et al. Comprehensive evaluation method for grid-connected rooftop photovoltaic based on FAHP-improved CRITIC and TOPSISRSR[J]. Journal of Electrical Engineering&Technology, 2025. DOI:10. 1007/s42835-025-02290-7.

[8]李利民,乔溢.基于模糊层次分析法的智慧电厂建设效果评估[J].自动化与仪器仪表,2025(3):126-129.LI L M, QIAO Y. Evaluation of the construction effect of smart power plants based on fuzzy analytic hierarchy process[J]. Automation and Instrumentation, 2025(3):126-129.(in Chinese)

[9]RAO M, YANG X K, CAO Z, et al. Normalizing vibration signals with a novel piecewise power fitting method for intelligent fault detection of rotating machinery[J]. Mechanical Systems and Signal Processing,2024, 221:111751.

[10]王霞,孟娟,张海军.基于DBN-GRA的非坠机民航客机火灾风险分析[J].中国安全生产科学技术,2025, 21(4):202-210.WANG X, MENG J, ZHANG H J. Analysis on fire risk of non-crash civil aircraft based on DBN-GRA[J].Journal of Safety Science and Technology, 2025, 21(4):202-210.(in Chinese)

[11]王鸣川,岳明.基于机器学习融合模型的页岩气藏测井曲线构建方法[J].中国科技论文,2025, 20(3):255-266.WANG M C, YUE M. Machine learning fusion model-based logging curve construction method for shale gas reservoir[J]. China Sciencepaper, 2025,20(3):255-266.(in Chinese)

[12]CHEN Z J, HAN H Z, HE D, et al. MO-WOAGRA-TOPSIS integrated framework for thermo-hydrodynamic optimization of supercritical n-decane in aerospace corrugated cooling systems[J]. International Journal of Thermal Sciences, 2025, 215:110002.

[13]吴亮,杜灵彬,汤显峰.基于改进蝴蝶优化算法的多阈值图像分割[J].中国科技论文,2021, 16(11):1174-1180.WU L, DU L B, TANG X F. Multi-level threshold image segmentation based on improved butterfly optimization algorithm[J]. China Sciencepaper, 2021,16(11):1174-1180.(in Chinese)

[14]纪伦,徐琳琳,邬金麒,等.沥青铺面拌合场质量状态灰色模型评测体系构建[J].哈尔滨工业大学学报,2023, 55(7):1-8, 42.JI L, XU L L, WU J Q, et al. Construction of grey model evaluation system for quality management of asphalt mixture mixing plant[J]. Journal of Harbin Institute of Technology, 2023, 55(7):1-8, 42.(in Chinese)

[15]?ORBACIO?LU?K, AKSEL G. Receiver operating characteristic curve analysis in diagnostic accuracy studies:a guide to interpreting the area under the curve value[J]. Turkish Journal of Emergency Medicine,2023, 23(4):195-198.

[16]孙文斌,张纪扬,王晓,等.基于灰色关联分析的断层突水阶段化感知方法[J].中国安全科学学报,2024, 34(7):63-70.SUN W B, ZHANG J Y, WANG X, et al. Staged sensing method of fault sudden water based on gray correlation analysis[J]. China Safety Science Journal,2024, 34(7):63-70.(in Chinese)

[17]LEI T X, LV F C, LIU J M, et al. Research on electrical equipment monitoring and early warning system based on Internet of Things technology[J]. Mathematical Problems in Engineering, 2022, 2022:6255277.

基本信息:

DOI:

中图分类号:TM75

引用信息:

[1]江松林,程千晟.C-OWA-GRA在低压电缆故障致因分析中的应用[J].中国科技论文,2025,20(08):664-672.

基金信息:

闽西职业技术学院横向科研项目(KYC2024022)

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