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OWA Operator-Based Fuzzy Comprehensive Assessment Of Transformer Condition

机译:基于OWA操作员的变压器条件的模糊综合评估

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摘要

—The indicators system and indicators normalization method for the condition assessment of Transformer is developed and membership function of the indicators is established. The establishment of Expert Weight is decided jointly by subjective weight and objective weight which is based on entropy weight thoughts, while the indicators weight is gained by the weight which is derived from the standard Analytic Hierarchy Process and the expert weight. A comprehensive condition assessment model of transformer based on OWA(Ordered Weighted Averaging) operator and fuzzy assessment is proposed and divided into two layers, fuzzy polymerization is adopted for the second layer sub-indicators to get the fuzzy membership of the first layer main indicators, while OWA operator polymerized with the final comprehensive condition assessment of the transformer is adopted for the main indicators of the first layer. In order to fully consider the impact of indicators weight and membership on the condition assessment result, a fuzzy polymerization conversion function based on OWA operator is introduced in the model, so as to integrate the attribute information from various important information sources. Case analysis indicates that the condition assessment of transformer can be carried out by this method; the reasonable and objective conclusion is close to the true condition of transformer.
机译:- 制定了变压器条件评估条件的指标系统和指标方法,并建立了指标的隶属函数。专家重量的建立是通过基于熵权思想的主观体重和客观重量来共同决定,而指标重量通过来自标准分析层次过程和专家重量的重量获得。基于OWA的变压器(订购加权平均)操作员和模糊评估的综合条件评估模型,并分为两层,采用模糊聚合,为第二层子指标采用了第一层主要指标的模糊成员资格,在第一层的主要指标采用与变压器的最终综合条件评估聚合的OWA操作员进行聚合。为了充分考虑指标重量和成员资格对条件评估结果的影响,在模型中引入了基于OWA运算符的模糊聚合转换功能,从而从各种重要信息源集成了属性信息。案例分析表明,通过该方法可以进行变压器的条件评估;合理和客观的结论是接近变压器的真实条件。

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