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具有不确定性状态值的变压器健康状态评估

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针对传统的变压器健康状态评估方法不够完善的问题,提出一种新的主客观相结合的评估方法.通过分析变压器溶解气体、水分含量、酸度、击穿电压、耗散因数、呋喃系列化合物等属性的健康情况,构建变压器健康状态综合模型.首先,基于模糊集理论,通过理想值与期望值距离最小化以及方差最小化建模得到属性的客观权重.其次,引入专家的主观评价,通过计算专家权重占比得到各个属性的主观权重.然后,将主、客观属性权重确定模型集成得到属性的综合权重确定模型.最后通过加权计算变压器的各项属性值得到变压器的健康数值得分,以此来判断变压器的健康状态.与传统的变压器健康状态评估方法相比,所提出的方法更符合评估实际,使属性权重占比更加合理,提高变压器健康状态评估的准确性.
Transformer Health State Assessment with Uncertain State Values
The traditional transformer state assessment method health index model is not perfect,this paper puts forward a new assessment method combining subjective and objective.A comprehensive transformer health state model is con-structed by integrating the health conditions of dissolved gas,moisture content,acidity,breakdown voltage,dissipation fac-tor,furan series compounds and other attributes of the transformer.Fuzzy sets are adopted to obtain objective weights based on the minimization of distance between ideal value and expected value and the minimization of variance.The sub-jective weight of each attribute is obtained by calculating the proportion of expert weight.Finally,the comprehensive weight of each attribute is obtained by combining subjective and objective models.The health scores of different transformers are calculated by various values of transformers to judge the health status of transformers.

fuzzy setexpectvarianceexpert evaluationcombination of subjective and objectivehealth value

陈俊峰、张全

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沈阳工业大学人工智能学院,辽宁 沈阳 110870

模糊集 期望 方差 专家评价 主客观相结合 健康数值

2024

工业控制计算机
中国计算机学会工业控制计算机专业委员会 江苏省计算技术研究所有限责任公司

工业控制计算机

影响因子:0.258
ISSN:1001-182X
年,卷(期):2024.37(10)